1$ channels from an output of a hidden layer in the model, the kernel of the matching convolution layer should be of size $W\\times H\\times C$. This corresponds to applying a different convolution for each input channel separately, and then summing the outputs to create one feature map. The convolution layer may create a multi-channel feature map by applying multiple filters to the input, i.e., using a kernel of size , where $C_\\text{in}$ and $C_\\text{out}$ are the number of channels at the input and output of the layer respectively.\n\nCommon non-linear functions {#sec:AF}\n---------------------------\n\nThe non-linear functions defined for each layer are of great interest since they introduce the non-linear property to the model and can limit the propagating gradient from vanishing or exploding (see Section \\[sec:training\\]).\n\nNon-linear functions that are applied element-wise are known as *activation functions*. Common activation functions are the Rectified Linear Unit (ReLU [@Dahl13]), leaky ReLU [@Xu15], Exponential Linear Unit (ELU) [@ELU15], hyperbolic tangent (tanh) and sigmoid. There is no universal rule for choosing a specific activation function, however, ReLUs and ELUs are currently more popular for image processing and CV while sigmoid and tanh are more common in speech and NLP. Fig. \\[fig:activation\\_funcs\\] presents the response of the different activation functions and Table \\[table:activation\\_functions\\] their mathematical formulation.\n\n![Different activation functions. Leaky ReLU with $\\alpha=0.1$, ELU with $\\alpha=1$.[]{data-label=\"fig:activation_funcs\"}](pics/activation_functions.jpg){width=\"65.00000%\"}\n\n[|c|c|c|c|]{}\n\n------------------------------------------------------------------------\n\n------------------------------------------------------------------------\n\nFunction & Formulation $s(x)$ & Derivative $\\frac{ds(x)}{dx}$ & Function output range\\\n\n------------------------------------------------------------------------\n\n------------------------------------------------------------------------\n\nReLU& $\\begin{cases}\n 0, & \\text{for } x<0\\\\ \n x, & \\text{for } x\\geq 0\n \\end{cases}$ & $\\begin{cases}\n 0, & \\text{for } x<0\\\\ \n 1, & \\text{for } x\\geq 0\n \\end{cases}$ & $[0,\\infty )$\\\n\n------------------------------------------------------------------------\n\n------------------------------------------------------------------------\n\nLeaky ReLU& $\\begin{cases}\n \\alpha x, & \\text{for } x<0\\\\ \n x, & \\text{for } x\\geq 0\n \\end{cases}$ & $\\begin{cases}\n \\alpha, & \\text{for } x<0\\\\ \n 1, & \\text{for } x\\geq 0\n \\end{cases}$& $(-\\infty ,\\infty )$\\\n\n------------------------------------------------------------------------\n\n------------------------------------------------------------------------\n\nELU& $\\begin{cases}\n \\alpha(\\mathrm{e}^{x}-1), & \\text{for } x<0\\\\ \n x, & \\text{for } x\\geq 0\n \\end{cases}$& $\\begin{cases}\n \\alpha \\mathrm{e}^{x}, & \\text{for } x<0\\\\ \n 1, & \\text{for } x\\geq 0\n \\end{cases}$& $[-\\alpha ,\\infty )$\\\n\n------------------------------------------------------------------------\n\n------------------------------------------------------------------------\n\nSigmoid& $\\frac{1}{1+\\mathrm{e}^{-x}}$ & $\\frac{\\mathrm{e}^{-x}}{(1+\\mathrm{e}^{-x})^2}$ & $(0,1)$\\\n\n------------------------------------------------------------------------\n\n------------------------------------------------------------------------\n\ntanh& $\\tanh(x)=\\frac{\\mathrm{e}^{2x}-1}{\\mathrm{e}^{2x}+1}$ & $1-\\tanh^2(x)$& $(-1,1)$\\\n\nAnother common non-linear operations in a NN model are the *pooling* functions. They are aggregation operations that reduce dimensionality while keeping dominant features. Assume a pooling size of $q$ and an input vector to a hidden layer of size $d$, $\\mathbf{z}=[z_1,z_1,...,z_d]$. For every $m\\in[1,d]$, the subset of the input vector $\\mathbf{\\tilde{z}}=[z_m,z_{m+1},...,z_{q+m}]$ may undergo one of the following popular pooling operations:\n\n1. Max pooling: $g(\\mathbf{\\tilde{z}})=\\max_i \\mathbf{\\tilde{z}}$\n\n2. Mean pooling: $g(\\mathbf{\\tilde{z}})=\\frac{1}{q}\\sum_{i=m}^{q+m}z_i$\n\n3. $\\ell _p$ pooling: $g(\\mathbf{\\tilde{z}})=\\sqrt[p]{\\sum_{i=m}^{q+m} z^p_i}$\n\nAll pooling operations are characterized by a stride, $s$, that effectively defines the output dimensions. Applying pooling with a stride $s$, is equivalent to applying the pooling with no stride (i.e., $s=1$) and then sub-sampling by a factor of $s$. It is common to add zero padding to $\\mathbf{z}$ such that its length is divisible by $s$.\n\nAnother very common non-linear function is the *softmax*, which normalizes vectors into probabilities. The output of the model, the embedding, may undergo an additional linear layer to transform it to a vector of size $1 \\times N$, termed *logits*, where $N$ is the number of classes. The logits, here denoted as $\\mathbf{v}$, are the input to the softmax operation defined as follows: $$\\label{eq:softmax}\n \\text{softmax}(v_i)=\\frac{\\mathrm{e}^{v_i}}{\\sum_{j=1}^{N}\\mathrm{e}^{v_j}}, ~~~~~ i\\in[1,...,N].$$\n\nLoss functions {#sec:LF}\n==============\n\nDefining the loss function of the model, denoted as $\\mathcal{L}$, is critical and usually chosen based on the characteristics of the dataset and the task at hand. Though datasets can vary, tasks performed by NN models can be divided into two coarse groups: (1) regression tasks and (2) classification tasks.\n\nA [*regression*]{} problem aims at approximating a mapping function from input variables to a continuous output variable(s). For NN tasks, the output of the network should predict a continues value of interest. Common NN regression problems include image denoising [@zhang2017beyond], deblurring [@nah2017deep], inpainting [@yang2017high] and more. In these tasks, it is common to use the Mean Squared Error (MSE), Structural SIMilarity (SSIM) or $\\ell_1$ loss as the loss function. The MSE ($\\ell_2$ error) imposes a larger penalty for larger errors, compared to the $\\ell_1$ error which is more robust to outliers in the data. The SSIM, and its multiscale version [@Zhao2017LossFF], help improving the perceptual quality.\n\nIn the [*classification*]{} task, the goal is to identify the correct class of a given sample from pre-defined $N$ classes. A common loss function for such tasks is the *cross-entropy* loss. It is implemented based on a normalized vector of probabilities corresponding to a list of potential outcomes. This normalized vector is calculated by the softmax non-linear function (Eq. ). The cross-entropy loss is defined as: $$\\label{eq:cross-entropy}\n\\mathcal{L}_{CE}=-\\sum_{i=1}^{N}y_i\\log(p_i),$$ where $y_i$ is the ground-truth probability (the label) of the input to belong to class $i$ and $p_i$ is the model prediction score for this class. The label is usually binary, i.e., it contains $1$ in a single index (corresponding to the true class). This type of representation is known as *one-hot encoding*. The class is predicted in the network by selecting the largest probability and the log-loss is used to increase this probability.\n\nNotice that a network may provide multiple outputs per input data-point. For example, in the problem of image semantic segmentation, the network predicts a class for each pixel in the image. In the task of object detection, the network outputs a list of objects, where each is defined by a bounding box (found using a regression loss) and a class (found using a classification loss). Section \\[subsec:detection\\_segmentation\\] details these different tasks. Since in some problems, the labelled data are imbalanced, one may use weighted softmax (that weigh less frequent classes) or the focal loss [@lin2017focal].\n\nMetric Learning\n---------------\n\nAn interesting property of the log-loss function used for classification is that it implicitly cluster classes in the network embedding space during training. However, for a clustering task, these vanilla distance criteria often produce unsatisfactory performance as different class clusters can be positioned closely in the embedding space and may cause miss-classification for samples that do not reside in the specific training set distribution.\n\nTherefore, different metric learning techniques have been developed to produce an embedding space that brings closer intra-class samples and increases inter-class distances. This results in better accuracy and robustness of the network. It allows the network to be able to distinguish between two data samples if they are from the same class or not, just by comparing their embeddings, even if their classes have not been present at training time.\n\nMetric learning is very useful for tasks such as face recognition and identification, where the number of subjects to be tested are not known at training time and new identities that were not present during training should also be identified/recognized (e.g., given two images the network should decide whether these correspond to the same or different persons).\n\nAn example for a popular metric loss is the *triplet loss* [@facenet]. It enforces a margin between instances of the same class and other classes in the embedding feature space. This approach increases performance accuracy and robustness due to the large separation between class clusters in the embedding space. The triplet loss can be used in various tasks, namely detection, classification, recognition and other tasks of unknown number of classes.\n\nIn this approach, three instances are used in each training step $i$: an anchor $\\mathbf{x}_i^a$, another instance $\\mathbf{x}_i^p$ from the same class of the anchor (positive sample), and a sample $\\mathbf{x}_i^n$ from a different class (negative class). They are required to obey the following inequality: $$\\left\\Vert \\Phi(\\mathbf{x}_i^a)-\\Phi(\\mathbf{x}_i^p) \\right\\Vert_2^2+\\alpha<\\left\\Vert \\Phi(\\mathbf{x}_i^a)-\\Phi(\\mathbf{x}_i^n)\\right\\Vert_2^2,$$ where $\\alpha<0$ enforces the wanted margin from other classes. Thus, the triplet loss is defined by: $$\\mathcal{L}=\\sum_i\\left\\Vert \\Phi(\\mathbf{x}_i^a)-\\Phi(\\mathbf{x}_i^p)\\right\\Vert_2^2-\\left\\Vert \\Phi(\\mathbf{x}_i^a)-\\Phi(\\mathbf{x}_i^n)\\right\\Vert_2^2+\\alpha.$$\n\nFig. \\[fig:triplet\\] presents a schematic illustration of the triplet loss influence on samples in the embedding space. This illustration also exhibits a specific triplet example, where the positive examples are relatively far from the anchor while negative examples are relatively near the anchor. Finding such examples that violate the triplet condition is desirable during training. They may be found by on-line or off-line searches known as *hard negative mining*. A preprocessing of the instances in the embedding space is performed to find violating examples for training the network.\n\nFinding the “best” instances for training can, evidently, aid in achieving improved convergence. However, searching for them is often time consuming and therefore alternative techniques are being explored.\n\n![Triplet loss: minimizes the distance between two similar class examples (anchor and positive), and maximizes the distance between two different class examples (anchor and negative).[]{data-label=\"fig:triplet\"}](pics/triplet.png){width=\"60.00000%\"}\n\nAn intriguing metric learning approach relies on ’classification’-type loss functions, where the network is trained given a fixed number of classes. Yet, these losses are designed to create good embedding space that creates margin between classes, which in turn provides good prediction of similarity between two inputs. Popular examples include the Cos-loss [@CosFace], Arc-loss [@ArcFace] and SphereFace [@Liu2017SphereFaceDH].\n\nNeural network training {#sec:training}\n=======================\n\nGiven a loss function, the weights of the neural network are updated to minimize it for a given training set. The training process of a neural network requires a large database due to the nature of the network (structure and amount of parameters) and GPUs for efficient training implementation.\n\nIn general, training methods can be divided into supervised and unsupervised training. The former consists of labeled data that are usually very expensive and time consuming to obtain. Whereas the latter is the more common case and does not assume known ground-truth labels. However, supervised training usually achieves significantly better network performance compared to the unsupervised case. Therefore, a lot of resources are invested in labeling datasets for training. Thus, we focus here mainly on the supervised setting.\n\nIn neural networks, regardless of the model task, all training phases have the same goal: to minimize a pre-defined error function, also denoted as the loss/cost function. This is done in two stages: (a) a feed-forward pass of the input data through all the network layers, calculating the error using the predicted outputs and their ground-truth labels (if available); followed by (b) backpropogation of the errors through the network to update their weights, from the last layer to the first. This process is performed continuously to find the optimized values for the weights of the network.\n\nThe backpropagation algorithm provides the gradients of the error with respect to the network weights. These gradients are used to update the weights of the network. Calculating them based on the whole input data is computationally demanding and therefore, the common practice is to use subsets of the training set, termed *mini-batches*, and cycle over the entire training set multiple times. Each cycle of training over the whole dataset is termed an *epoch* and in every cycle the data samples are used in a random order to avoid biases. The training process ends when convergence in the loss function is obtained. Since most NN problems are not convex, an optimal solution is not assured. We turn now to describe in more details the training process using backpropagation.\n\nBackpropogation {#subsec:backprop}\n---------------\n\n[r]{}[5.5cm]{} {width=\"20.00000%\"}\n\nThe backpropagation process is performed to update all the parameters of the model, with the goal of decreasing the loss function value. The process starts with a feed-forward pass of input data, $\\mathbf{x}$, through all the network layers. After which the loss function value is calculated and denoted as ${\\mathcal{L}}(\\mathbf{x},{\\bf W})$, where ${\\bf W}$ are the model parameters (including the model weights and biases, for formulation convenience). Then the backpropagation is initiated by computing the value of: $\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf W}}$, followed by the update of the network weights. All the weights are updated recursively by calculating the gradients of every layer, from the final one to the input layer, using the chain rule.\n\nDenote the output of layer $l$ as ${\\bf z}^{(l)}$. Following the chain rule, the gradients of a given layer $l$ with parameters ${\\bf W}^{(l)}$ with respect to its input ${\\bf z}^{(l)}$ are: $$\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf z}^{(l-1)}}=\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf z}^{(l)}}\\cdot\\frac{\\partial {\\bf z}^{(l)}({\\bf W}^{(l)},{\\bf z}^{(l-1)})}{\\partial {\\bf z}^{(l-1)}},$$ and the gradients with respect to the parameters are: $$\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf W}^{(l)}}=\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf z}^{(l)}}\\cdot\\frac{\\partial {\\bf z}^{(l)}({\\bf W}^{(l)},{\\bf z}^{(l-1)})}{\\partial {\\bf W}^{(l)}}.$$ These two formulas of the backpropagation algorithm dictate the gradients calculation with respect to the parameters for each layer in the network and, therefore, the optimization can be performed using gradient-based optimizers (see Section \\[sec:optimizers\\] for more details).\n\nTo demonstrate the use of the backpropagation technique for the calculation of the network gradients, we turn to consider an example of a simple classification model with two-layers: a fully-connected layer with a ReLU activation function followed by another fully-connected layer with softmax function and log-loss. See Fig. \\[fig:example\\] for the model illustration.\n\nDenote by ${\\bf z}^{(3)}$ the output of the softmax layer and assume that the input $\\mathbf{x}$ belongs to class $k$ (using one-hot encoding $y_k=1$). The log-loss in this case is: $${\\mathcal{L}}=-\\sum_i\\log\\big(z_i^{(3)}\\big)y_i=-\\log\\Bigg(\\frac{\\exp\\big(z^{(2)}_k\\big)}{\\sum_i\\exp\\big(z^{(2)}_i\\big)}\\Bigg)=-z^{(2)}_k+\\log\\Big(\\sum_j \\exp{z^{(2)}_j}\\Big).$$ For all $i\\neq k$, the gradient of the error with respect to the softmax input $z_i^{(2)}$ is $$\\frac{\\partial {\\mathcal{L}}}{\\partial z^{(2)}_i}=\\frac{\\exp\\big({z^{(2)}_i}\\big)}{\\sum_j\\exp\\big(z^{(2)}_j\\big)}\\equiv g_i.$$ Notice that this implies that we need to decrease the value of $z_i^{(2)}$ (the $i^{\\text{th}}$-logit) proportionally to the probability the network provides to it. While for the correct label, $i=k$, the derivative is: $$\\frac{\\partial {\\mathcal{L}}}{\\partial z^{(2)}_k}=-1+\\frac{\\exp\\big({z^{(2)}_k}\\big)}{\\sum_j\\exp\\big(z^{(2)}_j\\big)}= g_k-1,$$ which implies that the value of the logit element associated with the true label should be increased proportionally to the mistake the network is currently doing in the prediction.\n\nThe output ${\\bf z}^{(2)}$ is a product of a fully-connect layer. Therefore, it can be formulated as follows: $${\\bf z}^{(2)}={\\bf W}^{(2)}\\tilde{{\\bf z}}^{(1)},$$ where $\\tilde{{\\bf z}}^{(1)}$ is the output of the ReLu function. Following the backpropagation rules we get that for this layer, the derivative with respect to its input is: $$\\label{eq:backprop_fc2}\n \\frac{\\partial {\\mathcal{L}}}{\\partial \\tilde{{\\bf z}}^{(1)}}=\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf z}^{(2)}}\\cdot\\frac{\\partial {\\bf z}^{(2)}({\\bf W}^{(2)},\\tilde{{\\bf z}}^{(1)})}{\\partial \\tilde{{\\bf z}}^{(1)}}=\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf z}^{(2)}}\\cdot{\\bf W}^{(2)},$$ whereas, the derivative with respect to its parameters is: $$\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf W}^{(2)}}=\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf z}^{(2)}}\\cdot\\frac{\\partial {\\bf z}^{(2)}({\\bf W}^{(2)},\\tilde{{\\bf z}}^{(1)})}{\\partial {\\bf W}^{(1)}}=\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf z}^{(2)}}\\cdot \\tilde{{\\bf z}}^{(1)}.$$ The ReLU operation has no weight to update, but affects the gradients. The derivative of this stage follows: $$\\frac{\\partial {\\mathcal{L}}}{\\partial {\\bf z}^{(1)}}=\\frac{\\partial {\\mathcal{L}}}{\\partial \\tilde{{\\bf z}}^{(1)}}\\cdot\\frac{\\partial \\tilde{{\\bf z}}^{(1)}({\\bf W}^{(1)},I)}{\\partial {\\bf z}^{(1)}}=\\begin{cases}\n0, &\\text{if } {\\bf z}^{(1)}<0\\\\\n\\frac{\\partial {\\mathcal{L}}}{\\partial \\tilde{{\\bf z}}^{(1)}}, &\\text{otherwise}.\n\\end{cases}$$ The final derivative with respect to the input $\\partial {\\mathcal{L}}/\\partial \\mathbf{x}$ is calculated similar to Eq. .\n\nTraining considerations\n-----------------------\n\nThere are several considerations that should be addressed when training a NN. The most infamous is the *overfitting*, i.e., when the model too closely fits to the training dataset but does not generalize well to the test set. When this occurs, high training data precision is achieved, while the precision on the test data (not used during training) is low [@Tetko95]. For this purpose, various regularization techniques have been proposed. We discuss some of them in Section \\[sec:regularizations\\].\n\nA second consideration is the vanishing/exploding gradients occurring during training. Vanishing gradients are a result of multiplications with values smaller than one during their calculation in the backpropagation recursion. This can be resolved using activation functions and batch normalization detailed in Section \\[sec:regularizations\\]. On the other hand, the gradients might also explode due to derivatives that are significantly larger than one in the backpropogation calculation. This makes the training unstable and may imply the need for re-designing the model (e.g., replace a vanilla RNN with a gated architecture such as LSTMs) or the use of gradient clipping [@Pascanu2013].\n\nAnother important issue is the requirement that the training dataset must represent the true distribution of the task at hand. This usually enforces very large annotated datasets, which necessitate significant funding and manpower to obtain. In this case, considerable efforts must be invested to train the network using these large datasets, commonly with multiple GPUs for several days [@AlexNet; @karras2018progressive]. One may use techniques such as domain adaptation [@Wilson2018ASO] or transfer learning [@Transfer_survey] to use already existing networks or large datasets for new tasks.\n\nTraining optimizers {#sec:optimizers}\n===================\n\nTraining neural networks is done by applying an optimizer to reach an optimal solution for the defined loss function. Its goal is to find the parameters of the model, e.g., weights and biases, which achieve minimum error for the training set samples: $(\\mathbf{x}_i, y_i)$, where $y_i$ is the label for the instance $\\mathbf{x}_i$. For a loss function ${\\mathcal{L}}(\\cdot)$, the objective reads as: $$\\label{eq:training_error}\n \\sum_i{{\\mathcal{L}}(\\Phi(\\mathbf{x}_i,\\mathbf{W}),y_i)},$$ for ease of notation, all model parameters are denoted as $\\mathbf{W}$. A variety of optimizers have been proposed and implemented for minimizing Eq. \\[eq:training\\_error\\]. Yet, due to the size of the network and training dataset, mainly first-order methods are being considered, i.e. strategies that rely only on the gradients (and not on second-order derivatives such as the Hessian).\n\nSeveral gradient based optimizers are commonly used for updating the parameters of the model. These NN parameters are updated in the opposite direction of the objective function’s gradient, $g_{\\{\\text{GD},\\mathcal{T}(t)\\}}$, where $\\mathcal{T}(t)$ is a randomly chosen subgroup of size $n'1$ (but not all the data).\n\nAn acceleration in convergence may be obtained by using the history of the last gradient steps, in order to stabilize the optimization. One such approach uses adaptive momentum instead of a fixed step size. This is calculated based on exponential smoothing on the gradients, i.e: $$\\begin{aligned}\n M(t)&=\\beta\\cdot M(t-1)+(1-\\beta)\\cdot g_{\\{\\text{SGD},\\mathcal{T}(t)\\}},\\\\\n \\mathbf{W}(t)&=\\mathbf{W}(t-1)-\\eta M(t),\n\\end{aligned}$$ where $M(t)$ approximates the $1^\\text{st}$ moment of $g_{\\{\\text{SGD},\\mathcal{T}(t)\\}}$. A typical value for the constant is , which implies taking into account the last $10$ gradient steps in the momentum variable $M(t)$ [@Qian99]. A well-known variant of Momentum proposed by Nestrov *et al.* [@nesterov1983method] is the Nestrov Accelerated Gradient (NAG). It is similar to Momentum but calculates the gradient step as if the network weights have been already updated with the current Momentum direction.\n\nAnother popular technique is the Adaptive Moment Estimation (ADAM) [@Adam14], which also computes adaptive learning rates. In addition to storing an exponentially decaying average of past squared gradients, $V(t)$, ADAM also keeps an exponentially decaying average of past gradients, $M(t)$, in the following way: $$\\begin{aligned}\nM(t)&=\\beta_1M(t-1)+(1-\\beta_1)g_t, \\\\\nV(t)&=\\beta_2V(t-1)+(1-\\beta_2)g_t^2,\n\\end{aligned}$$ where $g_t$ is the gradient of the current batch, $\\beta_1$ and $\\beta_2$ are ADAM’s hyperparameters, usually set to 0.9 and 0.999 respectively, and $M(t)$ and $V(t)$ are estimates of the first moment (the mean) and the second moment (the uncentered variance) of the gradients respectively. Hence the name of the method - Adaptive Moment Estimation. As $M(t)$ and $V(t)$ are initialized as vectors of 0’s, the authors of ADAM observe that they are biased towards zero, especially during the initial time steps. To counteract these biases, a bias-corrected first and second moment are used: and . Therefore, the ADAM update rule is as follows: $$\\mathbf{W}(t+1)=\\mathbf{W}(t)-\\frac{\\eta}{\\sqrt{\\hat{V}(t)+\\epsilon}}\\hat{M}(t).$$ ADAM has two popular extensions: AdamW by Loshchilov *et al.* [@loshchilov2018decoupled] and AMSGrad by Redddi *et al.* [@Reddi2018]. There are several additional common optimizers that have adaptive momentum, such as AdaGrad [@Duchi2011], AdaDelta [@Zeiler2012] or RMSprop [@Dauphin2015]. It must be noted that since the NN optimization is non-convex, the minimal error point reached by each optimizer is rarely the same. Thus, speedy convergence is not always favored. In particular, it has been observed that Momentum leads to better generalization than ADAM, which usually converges faster [@keskar2017improving]. Thus, the common practice is to make the development with ADAM and then make the final training with Momentum.\n\n![Different image augmentations.[]{data-label=\"fig:augmentations\"}](pics/cat.png \"fig:\"){width=\"0.75\\linewidth\"} \\[fig:org\\]\n\n![Different image augmentations.[]{data-label=\"fig:augmentations\"}](pics/cat_flip.png \"fig:\"){width=\"0.75\\linewidth\"} \\[fig:flip\\]\n\n\\\n\n ----------------------------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------------------\n ![Different image augmentations.[]{data-label=\"fig:augmentations\"}](pics/cat_crop.png \"fig:\"){width=\"0.45\\linewidth\"} ![Different image augmentations.[]{data-label=\"fig:augmentations\"}](pics/cat_crop.png \"fig:\"){width=\"0.3\\linewidth\"}\n ----------------------------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------------------\n\n\\[fig:crop\\]\n\n![Different image augmentations.[]{data-label=\"fig:augmentations\"}](pics/cat_noised.png \"fig:\"){width=\"0.75\\linewidth\"} \\[fig:noise\\]\n\nTraining regularizations {#sec:regularizations}\n========================\n\nOne of the great advantageous of NN is their ability to generalize, i.e., correctly predict unseen data [@Jakubovitz2019]. This must be ensured during the training process and is accomplished by several regularization methods, detailed here. The most common are weight decay [@Krogh_WD92], dropout [@Srivastava2014], batch normalization [@IoffeS15] and the use of data augmentation [@Shorten2019].\n\n*Weight decay* is a basic tool to limit the growth of the weights by adding a regularization term to the cost function for large weights, which is the sum of squares of all the weights, i.e., $\\sum_i |W_i|^2$.\n\nThe key idea in *dropout* is to randomly drop units (along with their connections) from the neural network during training and thus prevent units from co-adapting too much. The percentage of dropped units is critical since a large amount will result in poor learning. Common values are $20\\%-50\\%$ dropped units.\n\n*Batch normalization* is a mean to deal with changes in the distribution of the model’s parameters during training. The layers need to adapt to these (often noisy) changes between instances during training. Batch normalization causes the features of each training batch to have a mean of 0 and a variance of 1 in the layer it is being applied. To normalize a value across a batch, i.e. to batch normalize the value, the batch mean, $\\mu _B$, is subtracted and the result is divided by the batch standard deviation, $\\sqrt{\\sigma _B^2+\\epsilon}$. Note that a small constant $\\epsilon$ is added to the variance in order to avoid dividing by zero. The batch normalizing transform of a given input, $\\mathbf{x}$, is: $$\\text{BN}(\\mathbf{x})=\\gamma \\Bigg( \\frac{\\mathbf{x}-\\mu_B}{\\sqrt{\\sigma _B^2+\\epsilon}}\\Bigg)+\\beta.$$ Notice the (learnable) scale and bias parameters $\\gamma$ and $\\beta$, which provides the NN with freedom to deviate from the zero mean and unit variance. BN is less effective when used with small batch sizes since in this case the statistics calculated per each is less accurate. Thus, techniques such as group normalization [@Wu_2018_ECCV] or Filter Response Normalization (FRN) [@Singh2019] have been proposed.\n\n*Data augmentation* is a very common strategy used during training to artificially “increase” the size of the training data and make the network robust to transformations that do not change the input label. For example, in the task of classification a shifted cat is still a cat; see Fig. \\[fig:augmentations\\] for more similar augmentation. In the task of denoising, flipped noisy input should result in a flipped clean output. Thus, during training the network is trained also with the transformed data to improve its performance.\n\nCommon augmentations are randomly flipping, rotating, scaling, cropping, translating, or adding noise to the data. Other more sophisticated techniques that lead to a significant improvement in network performance include mixup [@zhang2018mixup], cutout [@devries2017cutput] and augmentations that are learned automatically [@Autoaugment2018; @lim2019fast; @cubuk2019randaugment].\n\nAdvanced NN architectures {#sec:architectures}\n=========================\n\nThe basic building blocks, which compose the NN model architecture, are used in frequently innovative structures. In this section, such known architectures with state-of-the-art performance are presented, divided by tasks and data types: detection and segmentation tasks are described in Section \\[subsec:detection\\_segmentation\\], sequential data handling is elaborated in Section \\[subsec:sequential\\] and processing data on irregular grids is presented in Section \\[subsec:irregular\\_grids\\]. Clearly, there are many other use-cases and architectures, which are not mentioned here.\n\nDeep learning for detection and segmentation {#subsec:detection_segmentation}\n--------------------------------------------\n\nMany research works focus on detecting multiple objects in a scene, due to its numerous applications. This problem can be divided into four sub-tasks as follows, where we refer here to image datasets although the same concept can be applied to different domains as well.\n\n1. *Classification and localization*: The main object in the image is detected and then localized by a surrounding bounding box and classified from a pre-known set.\n\n2. *Object detection*: Detection of all objects in a scene that belong to a pre-known set and then classifying and providing a bounding box for each of them.\n\n3. *Semantic segmentation*: Partitioning the image into coherent parts by assigning each pixel in the image with its own classification label (associated with the object the pixel belongs to). For example, having a pixel-wise differentiation between animals, sky and background (generic class for all object that no class is assigned to) in an image.\n\n4. *Instance segmentation*: Multiple objects segmentation and classification from a pre-known set (similar to object detection but for each object all its pixels are identified instead of providing a bounding box for it).\n\nToday, state-of-the-art object detection performance is achieved with architectures such as Faster-RCNN [@Ren2015FasterRCNN; @wang2017fast], You Only Look Once (YOLO) [@Redmon2015YouOL; @YOLO2; @YOLO3], Single Shot Detector (SSD) [@Liu2016SSDSS] and Fully Convolutional One-Stage Object Detection (FCOS) [@FCOS2019]. The object detection models provide a list of detected bounding boxes with the class of each of them.\n\nSegmentation tasks are mostly implemented using fully convolutional network. Known segmentation models include UNet [@Unet], Mask-RCNN [@He2017MaskR] and Deeplab [@deeplabv3plus2018]. These architecture have the same input/output spatial size since the output represents the segmentation map of the input image.\n\nBoth object detection and segmentation tasks are analyzed via the Intersection over Union (IoU) metric. The IoU is defined as the ratio between the intersection area of the object’s ground-truth pixels, $B_g$, with the corresponding predicted pixels, $B_p$, and the union of these group of pixels. The IoU is formulated as: $$\\text{IoU}=\\frac{\\text{Area}\\{B_g\\cap B_p\\}}{\\text{Area}\\{B_g\\cup B_p\\}}.$$ As this measure evaluate only the quality of the bounding box, a mean Average Precision (mAP) is commonly used to evaluate the models performance. The mAP is defined as the ratio of the correctly detected (or segmented) objects, where an object is considered to be detected correctly if there is a bounding box for it with the correct class and a IoU greater than 0.5 (or another specified constant).\n\nAnother common evaluation metric is the F1 score, which is the harmonic average of the precision and the recall values. See Eq. below. They are calculated using the following definitions that are presented for the case of semantic segmentation:\n\n- True Positive (TP): the predicted class of a pixel matches it ground-truth label.\n\n- False Positive (FP): the predicted pixel of an object was falsely determined.\n\n- False Negative (FN): a ground-truth pixel of an object was not predicted.\n\nNow that they are defined, the *precision*, *recall* and F1 are given by: $$\\text{precision}=\\frac{\\text{TP}}{\\text{TP}+\\text{FP}},\\hspace{10pt}\n \\text{recall}=\\frac{\\text{TP}}{\\text{TP}+\\text{FN}}$$ $$\\label{eq:F1_score}\n \\text{F1}=2\\cdot\\frac{\\text{precision}\\cdot\\text{recall}}{\\text{precision}+\\text{recall}}.$$\n\nDeep learning on sequential data {#subsec:sequential}\n--------------------------------\n\nSequential data are composed of time-sensitive signals such as the output of different sensors, audio recordings, NLP sentences or any signal that its order is of importance. Therefore, this data must be processed accordingly.\n\nInitially, sequential data was processed with Recurrent NN (RNN) [@Jain1999RNN] that has recurrent (feedback) connections, where outputs of the network at a given time-step serve as input to the model (in addition to the input data) at the next time-step. This introduces the time dependent feature of the NN. A RNN is illustrated in Fig. \\[fig:RNN\\].\n\nHowever, it was quickly realized that during training, vanilla RNNs suffer from vanishing/exploding gradients. This phenomena, originated from the use of finite-precision back-propagation process, limits the size of the sequence.\n\nTo this end, a corner stone block is used: the Long-Short-Term-Memory (LSTM [@Hochreiter1997]). Mostly used for NLP tasks, the LSTM is a RNN block with gates. During training, these gates learn which part of the sentence to forget or to memorize. The gating allow some of the gradients to backpropagate unchanged, which aids the vanishing gradient symptom. Notice that RNNs (and LSTMs) can process a sentence in a bi-directional mode, i.e., process a sentence in two directions, from the beginning to the end and vice verse. This mechanism allows a better grasp of the input context by the network. Examples for popular research tasks in NLP data include question answering [@Radford2018ImprovingLU], translation [@lample2017unsupervised] and text generation [@TextGeneration].\n\n[**Sentences processing.**]{} An important issue in NLP is representing words in preparation to serve as network input. The use of straight forward indices is not effective since there are thousands of words in a language. Therefore, it is common to process text data via *word embedding*, which is a vector representation of each word in some fixed dimension. This method enables to encapsulate relationships between words.\n\nA classic methodology to calculate the word embedding is *Word2Vec* [@NIPS2013_5021], in which these vector representations are calculated using a NN model that learn their context. More advanced options for creating efficient word representations include BERT [@Bert2018], ELMO [@Peters2018], RoBERTa [@liu2020roberta] and XLNet [@yang2019xlnet_arxiv].\n\n[**Audio processing.**]{} Audio recordings are used for multiple interesting tasks, such as speech to text, text to speech and speech processing. In the audio case, the common input to speech systems is the Mel Frequency Cepstral Coefficient (MFCC) or a Short Time Fourier Transform (STFT) image, as opposed to the audio raw-data. A milestone example for speech processing NN architecture is the *wavenet* [@WaveNet_Arxiv]. This architecture is an autoregressive model that synthesizes speech or audio signals. It is based on dilated convolutional layers that have large receptive fields, that allow efficient processing. Another prominent synthesis model for sequential data is the Tacotron [@Shen18Natural].\n\n[**The attention model.**]{} As mentioned in Section \\[sec:basic\\_structure\\], one may use RNN for translation using the encoder decoder model, which encodes a source sentence into a vector, which is then decoded to a target language. Instead of relying on a compressed vector, which may lose information, the *attention models* learn where or what to focus on from the whole input sequence. Introduced in 2015 [@Bengio2015], attention models have shown superior performance over encoder-decoder architectures in tasks such as translation, text to speech and image captioning. Recently, it has been suggested to replace the recurrent network structure totally by the attention mechanism, which results with the *transformers network* models [@Transformers2017].\n\nDeep learning on irregular grids {#subsec:irregular_grids}\n--------------------------------\n\nA wide variety of data acquisition mechanisms do not represent the data on a grid as is common with images data. A prominent example is 3D imaging (e.g. using LIDAR), where the input data are represented as points in a 3D space with or without color information. Processing such data is not trivial as standard network components, such as convolutions, assume a grid of the data. Therefore, they cannot be applied as is and custom operations are required. We focus our discussion here on the case of NN for 3D data.\n\nToday, real-time processing of 3D scenes can be achieved with advanced NN models that are customized to these irregular grids. The different processing techniques for these irregular grid data can be divided by the type of representation used for the data:\n\n1. [**Points processing.**]{} 3D data points are processed as points in space, i.e., a list of the point coordinates is given as the input to the NN. A popular network for this representation is *PointNet* [@Qi2016PointNetDL]. It is the first to efficiently achieve satisfactory results directly on the point cloud. Yet, it is limited by the number of points that can be analyzed, computational time and performance. Some more recent models that improves its performance include PointNet++ [@qi2017pointnetplusplus], PointCNN [@Li2018PointCNNCO], DGCNN [@dgcnn]. Strategies to improve its efficiency have been proposed in learning to sample [@Dovrat_2019_CVPR] and RandLA-Net [@hu2019randla].\n\n2. [**Multi-view 2D projections.**]{} 3D data points are projected (from various angles) to the 2D domain so that known 2D processing techniques can be used [@NIPS2016; @Kalogerakis2016].\n\n3. [**Volumetric (voxels).**]{} 3D data points are represented in a grid-based *voxel* representation. This is analogous to a 2D representation and is therefore advantageous. However, it is computationally exhaustive [@Wu2014] and losses resolution.\n\n4. [**Meshes.**]{} Mesh represents the 3D domain via a graph that defines the connectivity between the different points. Yet, this graph has a special structure such that it creates the surface of the 3D shape (in the common case of triangular mesh, the shape surface is presented by a set of triangles connected to each other). In 2015 Masci *et al.* [@Boscaini2015LearningCD] have shown it is possible to learn features using DL on meshes. Since then, a significant advancement has been made in mesh processing [@hanocka2019meshcnn; @Bronstein2017].\n\n5. [**Graphs.**]{} Graph representations are common for representing non-linear structured data. Some works have proposed efficient NN models for 3D data points on a grid-based graph structure [@Such2017RobustSF; @Niepert2016].\n\nSummary {#sec:summary}\n=======\n\nThis chapter provided a general survey of the basic concepts in neural networks. As this field is expanding very fast, the space is too short to describe all the developments in it, even though most of them are from the past eight years. Yet, we briefly mention here few important problems that are currently being studied.\n\n1. [**Domain adaptation and transfer learning.**]{} As many applications necessitate data that is very difficult to obtain, some methods aim at training models based on scarce datasets. A popular methodology for dealing with insufficient annotated data is *domain adaptation*, in which a robust and high performance NN model, trained on a source distribution, is used to aid the training of a similar model (usually with the same goal, e.g., in classification the same classes are searched for) on data from a target distribution that are either unlabelled or small in number [@ganin2014unsupervised; @pan2010domain; @DIRT-T]. An example is adapting a NN trained on simulation data to real-life data with the same labels [@Tzeng2017AdversarialDD; @CyCADA2018]. On a similar note, *transfer learning* [@Transfer_survey; @DeCAF14] can also be used in similar cases, where in addition to the difference in the data, the input and output tasks are not the same but only similar (in domain adaptation the task is the same and only the distributions are different). One such example, is using a network trained on natural images to classify medical data [@Bar15Deep].\n\n2. [**Few shot learning.**]{} A special case of learning with small datasets is *few-shot learning* [@Wang2019], where one is provided either with just semantic information of the target classes (zero-shot learning), only one labelled example per class (1-shot learning) or just few samples (general few-shot learning). Approaches developed for these problems have shown great success in many applications, such as image classification [@sung2018learning; @NIPS2018_7549; @Sun_2019_CVPR], object detection [@Karlinsky_2019_CVPR] and segmentation [@caelles2017one].\n\n3. [**On-line learning.**]{} Various deep learning challenges occur due to new distributions or class types introduced to the model during a continuous operation of the system (post-training), and now must be learnt by the model. The model can update its weights to incorporate these new data using *on-line learning* techniques. There is a need for special training in this case, as systems that just learn based on the new examples may suffer from a reduced performance on the original data. This phenomena is known as catastrophic forgetting [@kemker2018measuring]. Often, the model tends to forget the representation of part of the distribution it already learned and thus it develops a bias towards the new data. A specific example of on-line learning is *incremental learning* [@castro2018end], where the new data is of different classes than the original ones.\n\n4. [**AutoML.**]{} When approaching real-life problems, there is an inherent pipeline of tasks to be preformed before using DL tools, such as problem definition, preparing the data and processing it. Commonly, these tasks are preformed by specialists and require deep system understating. To this end, the *autoML* paradigm attempts to generalize this process by automatically learning and tuning the model used [@autoML].\n\n A particular popular task in autoML is *Neural Architecture Search (NAS)* [@Elsken2018NeuralAS]. This is of interest since the NN architecture restricts its performance. However, searching for the optimal architecture for a specific task, and from a set of pre-defined operations, is computationally exhaustive when performed in a straight forward manner. Therefore, on-going research attempts to overcome this limitation. An example is the DARTS [@liu2018darts] strategy and its extensions [@noy2019asap; @chen2019progressiveDARTS] where the key contribution is finding, in a differentiable manner, the connections between network operations that form a NN architecture. This framework decreases the search time and improves the final accuracy.\n\n5. [**Reinforcement Learning.**]{} To date, the most effective training method for decision based actions, such as robot movement and video games, is *Reinforcement Learning* (RL) [@kaelbling1996reinforcement; @sutton2018reinforcement]. In RL, the model tries to maximize some pre-defined award score by learning which action to take, from a set of defined actions in specific scenarios.\n\nTo summarize, being able to efficiently train deep neural networks has revolutionized almost every aspect of the modern day-to-day life. Examples span from bio-medical applications through computer graphics in movies and videos to international scale applications of big companies, such as Google, Amazon, Microsoft, Apple and Facebook. Evidently, this theory is drawing much attention and we believe there is still much to unravel, including exploring and understanding the NN’s potential abilities and limitations.\n\nThe next chapters detail Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), generative models and autoencoders. 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For purposes of this specification, communications shall refer to multi-media transmission of information from one or more nodes to one or more other nodes. In particular, this invention relates to a system for transmitting voice, image, text and data from one computer to another, where either or both of the computers can be or include an ordinary household telephone.\nA. Switching\nAt the heart of any modern communications system is switching. The architecture of the first automatic switching system has some basic characteristics, having long range implications. The first step-by-step switching system (i.e., rotary switching system) actually establishes the desired connection between nodes by remote control from a telephone dial. Such a system is said a self-connecting, distributed control system. In the beginning, it was electromechanical by nature and therefore difficult to maintain. In addition, the remote control of relays employed by the system generated impulse noise at the telephone exchanges, which became the main source of noise which in turn caused errors in received computer data when transmitted over telephone lines.\nIn a crossbar switching system, the rotary switches of the step-by-step switching system were replaced with matrix switches, which were easier to maintain and produced less noise (Electromagnetic Interference or EMI) when used for data transmission. The address of the called party, generated by the telephone dial, was stored in a register and processed through relay logic for making connection via the matrix switch. Later, the crossbar switch was replaced by Reed relays. Later still, the relay logic was implemented electronically, which resulted in the electronic switching system (ESS). ESS is fast, noise-free and easy to maintain.\nStep-by-step, crossbar and ESS switching systems are known as \"space division switching\". Time division switching systems are an outgrowth of digital transmission technologies Such switching systems allocate time slots to users for the duration of a connection. All users are physically connected to the same communication line, but have time slots allocated for the duration of the call. Such a switching system is economically attractive and, partly because it uses substantially less wiring, is easy to maintain. However, the bandwidth of time division switching systems must be divided among all the simultaneous users connected to the line. Thus, in spite of high-speed technology available today, the bandwidth or, alternatively, digital speed for each user, is limited to 64K bits/sec.\nTime division switching is a natural outgrowth in the evolution of switching systems. For telephony, it provides quality and security at reasonable cost. User-oriented functions can be provided with the elegance and flexibility of computer-controlled switching systems For computer users, data can be transmitted at 64K bits/sec on a switched bases, and facsimile systems can be faster and more powerful.\nWith the advent of digital trunk carrier systems and digital switching, it quickly became clear that communication networks would evolve toward a capability to provide end-to-end digital connections. Much effort has been expended, worldwide, to define a set of realizable standards for what is called an Integrated Services Digital Network (ISDN). The ISDN concept permits endusers to transmit up to a total of 144K bits/sec of information consisting of two 64K bit/sec channels, which can support circuit or packet switching, and a third 16K bit/sec packet-switched channel which makes use of existing two wire loop systems in most cases. The 16K bit/sec packet switching channel has a well defined protocol and is used for both signalling between endusers and the central office switch, and for user-to-user packet information.\nISDN will provide digital voice and data services far superior to anything available today. From a computer communications point of view, ISDN is very attractive, since it provides 64K bits/sec switched service without a modem. While facsimile services are greatly improved, they can, at best, provide only 16K bits/sec over analog voice networks on a worldwide basis. Furthermore, when the potential capability of optical fibers is considered, together with its ultimate availability to every telephone user at a cost roughly equivalent to copper transmission lines, the capabilities of the ISDN switching pales in comparison with the gigabit transmission capabilities of fiber optic transmission.\nTherefore, a high speed digital switching system capable of providing fast access to data for high and low speed computer terminals, access to image files and facilitating communications for all kinds of compatible and incompatible computer systems at a cost of switching affordable for digital voice communication is desirable. Even more desirable is such a system which is compatible with and transparent to ISDN facilities and end users, but which anticipates conversion of national and worldwide telecommunications networks from two wire, copper linkages to optical fibers and ultra-fast switching systems.\nAn historical review of the prior art of telecommunications in the United States is given in \"Communications and Switching\" by Stewart D. Personick and William O. Flechenstein, Proceedings of the IEEE, Vol. 75, No. 10, October, 1987. In addition, ISDN is more fully described and discussed in IEEE Communications Magazine, Vol. 25. No. 12, December, 1987.\nB. Telephony\nIn the 1930's, basic standards for toll quality telephony were established. That basic standard comprised the minimum bandwidth needed to assure recognition of the speaker by the receiver at the other end of the link, together with at least 98% understandability of the speech in context. The minimum bandwidth was 300 Hz to 3400 Hz, which resulted in 4 kHz frequency spacing for single sideband (SSB) cable and radio transmission. These standards have been preserved in digital transmission, using pulse code modulation (PCM), and are perpetuated in ISDN standards.\nToll quality telephone sounds astonishingly good in spite of the relatively narrow (approximately 3 kHz) bandwidth, where modern transducer technologies, such as the electret microphone and dynamic earphone, are used in the user's handset. Such a telephone link transmits all the vowels very well. However, transmission of consonants, which have main speech energies concentrated between 7 kHz to 8 kHz, is rudimentary at best. Generally, speech taken in context provides sufficient clues for good understandability, although, unexpected words and names typically must be spelled in order to circumvent the lack of bandwidth in toll quality telephone connections. Thus, in general, telephone networks having a high-fidelity link at a cost equal to or less than the user pays today is, at least, desirable.\nAccording to information theory when PCM was discovered, the sampling rate of an analog signal was set at 2 W for perfect recovery of signals having a bandwidth of less than W. In order to prevent foldover intermodulation distortion, the speech spectrum had to be strictly limited to less than 4 kHz. Thus, the sampling rate for voice telecommunications was set at 8K samples/sec, and a prior art encoder, utilizing an advanced Adaptive Differential PCM (ADPCM) module for digitizing analog voice signals at that rate, is shown in FIG. 1.\nIn order to strictly limit the speech spectrum to 4 kHz, a sharp, low pass filter was required as also shown in FIG. 1. In addition, digital encoding of speech was very costly and could be economically justified only for Time Division Multiplexing (TDM) transmission systems. While single chip encoders are now available on the market which make digital telephones economically feasible, the sharp low pass filter required for classical PCM encoders requires about half the semiconductor \"real estate\" of a typical coder/decoder (codec) chip.\nC. Telephone Graphics\nThe inability to draw simple pictures remotely is a severe limitation of present-day telephony. Even with a hi-fi telephone, the ability to communicate is still hampered by the absence of graphics capability. The first serious attempt to provide remote telephone graphics was the \"Picture Phone\", introduced by Bell Laboratories. While the Picture Phone was a technical success, the failure in the marketplace is easily attributed to its cost and inability to satisfy a well-defined need. More simply stated, the market requirements were not properly defined before the Picture Phone was developed. However, even today, there are other similar attempts at transmitting video over presently installed telephone lines. See, for example, the VisiTec Visual Telephone Display, manufactured by Mitsubishi.\nThe ability to remotely present graphics, including charts, in real time while the telephone conversation is in progress and at a reasonable cost is extremely desirable Definition of telephone graphics is virtually at the same level of development that definition of basic standards for toll quality telephony was in the 1930's. Once defined, this new video service can be expanded to higher resolution, including gray scale, color and motion as required Thus, development of a standard for telephone graphics, preferably based on presently available technology but which anticipates technology advances, is desirable.\nD. System Considerations\nThe computer user communications traffic may appear to be profoundly different from telephone voice traffic requirements. For example, the computer terminal user typically establishes connection to a computer port at the beginning of the day and maintains the connection for some hours until he goes home. Therefore, 100% connectivity or usage of the switching systems is indicated. On the other hand, telephone user statistics indicate that the average telephone call is about 10 minutes long, and that only about 10% of all users need simultaneous connections at the same time.\nA closer look at the actual information traffic indicates that data is transmitted between the terminal and the computer system occur less than 10% of the time the linkage is established. However, when the data is generated, it should be transmitted very quickly. The desired data transmission rates are in the megabits/sec range and the desired connection times are less than a microsecond. Thus, the use of a telecommunications system by a computer terminal user is actually much more like the use of the same system by a telephone user than has been appreciated by telecommunications systems designers in the past.\nEven if a switch controller, designed and constructed in accordance with ISDN specifications, is built in high speed technology, and interfaces were designed to accommodate both the computer terminal user (text and data) and the telephone (voice and image information), at least 10,000 programming steps are required before a single connection is actually made. Moreover, even if the system operated at 10,000,000 instructions/sec (10 MIPS), the connect time still will be in the 1 millisecond range. While millisecond connect times are much faster than any presently known voice switching system, it is inadequate to accommodate the nanosecond switching requirements of high speed systems which will be available in the foreseeable future, perhaps in accordance with the present invention."},"score":{"kind":"number","value":3.046875,"string":"3.046875"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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Diving beetles (Dytiscidae) use bubbles on the surface of their bodies to supply O2 for their dives and passively gain O2 from the water. However, these bubbles usually require replenishment at the water's surface. A highly diverse assemblage of subterranean dytiscids has evolved in isolated calcrete aquifers of Western Australia with limited/no access to an air-water interface, raising the question of how they are able to respire. We explored the hypothesis that they use cutaneous respiration by studying the mode of respiration in three subterranean dytiscid species from two isolated aquifers. The three beetle species consume O2 directly from the water, but they lack structures on their bodies that could have respiratory function. They also have a lower metabolic rate than other insects. O2 boundary layers surrounding the beetles are present, indicating that O2 diffuses into the surface of their bodies via cutaneous respiration. Cuticle thickness measurements and other experimental results were incorporated into a mathematical model to understand whether cutaneous respiration limits beetle size. The model indicates that the cuticle contributes considerably to resistance in the O2 cascade. As the beetles become larger, their metabolic scope narrows, potentially limiting their ability to allocate energy to mating, foraging and development at sizes above approximately 5 mg. However, the ability of these beetles to utilise cutaneous respiration has enabled the evolution of the largest assemblage of subterranean dytiscids in the world."},"score":{"kind":"number","value":3.46875,"string":"3.46875"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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independently. Environmental factors, including temperature, precipitation, latitude, high seasonality, and environmental harshness have been hypothesized to correlate with the presence of cooperative breeding. However, to test the relationship between cooperation and ecological constraints requires comparative data on the frequency and variation of cooperative breeding across differing environments, ideally replicated across multiple species. Paper wasps are primitively social species, forming colonies composed of reproductively active dominants and foraging subordinates. Adult female wasps, referred to as foundresses, initiate new colonies. Nests can be formed by a single solitary foundress (noncooperative) or by multiple foundress associations (cooperative). Cooperative behavior varies within and among species, making paper wasps species well suited to disentangling ecological correlates of variation in cooperative behavior. This data set reports the frequency and extent of cooperative nest founding for 87 paper wasp species. Data were assembled from more than 170 published sources, previously unpublished field observations, and photographs contributed by citizen scientists to online natural history repositories. The data set includes 25,872 nest observations and reports the cooperative behavioral decisions for 45,297 foundresses. Species names were updated to reflect modern taxonomic revisions. The type of substrate on which the nest was built is also included, when available. A smaller population-level version of this data set found that the presence or absence of cooperative nesting in paper wasps was correlated with temperature stability and environmental harshness, but these variables did not predict the extent of cooperation within species. This expanded data set contains details about individual nests and further increases the power to address the relationship between the environment and the presence and extent of cooperative breeding. Beyond the ecological drivers of cooperation, these high-resolution data will be useful for future studies examining the evolutionary consequences of variation in social behavior. This data set may be used for research or educational purposes provided that this data paper is cited."},"score":{"kind":"number","value":3.21875,"string":"3.21875"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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The mainstay of asthma treatment includes short-acting beta agonist therapy (albuterol) and steroids. Handheld inhalers are sufficient for most inhaled therapy; all patients on inhalers should be provided with a spacer. The severity of asthma exacerbations is determined by 3 features: (1) clinical presentation, (2) peak expiratory flow rates, and (3) vital signs. Additional testing, such as chest x-ray and blood gas measurements, is reserved for select patients. Spirometry aids in the diagnosis of asthma and measurement of severity, but it is not always required, nor should it be solely relied upon to make disposition decisions. Inhaled ipratropium decreases hospitalization rates, and it should be routinely used. Levalbuterol provides little to no advantage over less-expensive racemic albuterol. Noninvasive positive pressure ventilation may be utilized in patients with moderate to severe exacerbations. Ketamine may be considered in severe exacerbations, but it should not be used routinely. Magnesium sulfate may be beneficial in severe asthma exacerbations, but routine use for mild to moderate exacerbations is not indicated."},"score":{"kind":"number","value":3.046875,"string":"3.046875"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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The US military would have preferred to continue American's manned and unmanned space program themselves. And even America's famous rocket scientist, Wernher von Braun, who helped place America's first satellite into orbit, was reluctant to abandon the Army's space program for the new civilian space program (NASA).\n\nBut President Eisenhower was afraid that a US military industrial complex that was already spending astronomical amounts of money on Earth-- would do the same in space. So creating a peaceful civilian space program was Eisenhower's attempt to curtail massive expenditures on space travel by the US military.\n\nBut people forget that during John Kennedy's administration, the US was still well behind the Soviet Union in space achievements and in space technology. The Soviets placed the first human being in orbit soon after Kennedy came into office, further demonstrating their growing technological and political superiority over the United States and the non-communist world. Afterwards, the Soviet Union paraded Yuri Gagarin around the world as an international super star, a political ambassador for the wonders of communism!\n\nKennedy's reason for entertaining the idea of cooperating with the Soviet Union in space was because no one really knew what the manned Soviet goals in space really were. Would the Soviets claim the Moon and eventually the rest of the Solar System as part of the growing Soviet communist empire? And with the US so far behind in space technology, could the US even stop them from doing so!\n\nKennedy was told that America was so far behind the Soviet Union in space technology that they would have to spend massive amounts of money on space if the US was to avoid Soviet domination of the new frontiers of space. So that's why he did it! That's why Kennedy used the Moon as a way of leaping ahead of Soviet efforts in space-- just a week after the Soviets humiliated the US again by placing the first human into orbit around the Earth.\n\nInternational communism and Soviet influence at that time was threatening the United States in practically every region of the planet. We were still in the middle of the Cold War-- and it wasn't a joke! Just a year after Kennedy came into office, the Cuban missile crisis between the US and the Soviet Union almost started World War III and a possible thermonuclear war.\n\nHowever, the race between the US and Soviet Union in space ended during the Johnson administration when both the US and the Soviet Union signed the Outer Space Treaty in 1967. The law forbid any country from placing weapons of mass destruction on the lunar surface or on any other celestial body and also made it illegal for any single country to own the Moon or any other celestial body in space. So the US fear of a militarized communist Moon was finally over and so were the reasons for a space race between the US and the Soviet Union.\n\nBut America's commitment and momentum to reach the Moon was still there even though America was consumed in its tragic military commitment in Vietnam. But US astronauts Neil Armstrong and Buzz Aldrin landed on the lunar surface in July of 1969. The two lunar astronauts plus astronaut Michael Collins, who remained in lunar orbit during the lunar excursions, returned safely to the Earth a few days later-- fulfilling Kennedy's goal and cementing his legacy as one of the most insightful and inspirational presidents in the history of our nation.\n\nMonday, November 11, 2013\n\nTuscany is renowned for its beautiful cities of Florence and Siena, and is historically famous as the birthplace of the Italian Renaissance. But amongst the paleontological community, Tuscany is also known as the birthplace of an extinct Late Miocene ape-- that some paleontologist controversially believe may have been the earliest primate to walk predominantly on just two legs-- and possibly the earliest bipedal ancestor of humankind.\n\nOreopithecus bambolii first emerged on an ancient island bioprovince known as Tuscany-Sardinia (Tusco-Sardinia) sometime after 9 million years ago where it existed as the sole primate on the island until approximately 7 million years ago. Tuscany-Sardinia was isolated from the rest of the Italian peninsula and from the rest of continental Europe by the marine waters of the Late Miocene Mediterranean.\n\nSkull of Oreopithecus bambolii\n\nBetween 11 to 9 million years ago, sea levels fell during a glacial period caused by the deposition of ice and snow on polar land masses. The lower sea levels allowed various mammals from North Africa and Southern Europe to enter the Tuscany region. Small mammals from Europe apparently entered the isolated island region through rafting or swimming. But fauna from North Africa appears to have entered the region via ephemeral land bridges.\n\nThe mostly likely ancestor of Oreopithecus was a small African ape know as Mabokopithecus which appears in the fossil record in Africa about 15 million years ago. Oreopithecus and Mabokopithecus were both folivores (planet eaters) that shared a unique dental attribute in their upper molars: a well-defined hypocone-metaconule crest on the upper molars-- a unique characteristic that has never been found in any other monkey or ape living or extinct.\n\nBecause its fossil remains are strongly associated with the wetland freshwater environments that existed on Tuscany-Sardinia at that time, Oreopithecus is frequently referred to as the 'swamp ape'. Dryer areas did exist on the island, but Oreopithecus was rare in those deposits while being abundantly represented in the swampy wetland coastal environments on the island.\n\nIt is interesting that the African oreopithecine ancestor, Mabokopithecus, existed in an ecological niche largely restricted to riparian woodland areas. This is a niche similar to that of the extant folivorous primate Colobus guereza (the Colobus monkey). Although the Colobus monkey is highly arboreal, it is known to come down from the trees in order to feed on aquatic plants in nearby swamps.\n\nOreopithecus bambolii has long been at the center of controversy principally because of its remarkable cranio-dental and post cranial similarity to African hominins (human ancestors) which was first fully noted by Johannes Hurzeler as far back as the 1950s. Further adding to the controversy is the argument that Oreopithecus may have also been the earliest obligatory bipedal primate and the first ape to walk exclusively on just two legs.\n\nOreopithecine remains display a significant number of post cranial characteristics that could be associated with either arboreal or bipedal locomotion. However, there is one post cranial characteristic that is clearly related to bipedality and that's lumbar lordosis, a curvature of the spine that is unique to the hominins (humans and their bipedal ancestors). However, a recent paper by Russo and Shapiro has question the existence of lumbar lordosis in Oreopithecus, arguing that the supposed features may be simply be an artifact of the skeleton's distortion caused by its compression during fossilization. Russo and Shapiro also argue that the arboreal three toed sloth (Bradypus) would be a better convergent model for the skeletal anatomy and locomotive behavior of the extinct oreopithecines rather than the bipedal hominins.\n\nThree-toed sloth (Bradypus)\n\nWhile slow climbing suspensory behavior has long been argued as an explanation for some of the anatomical attributes of Oreopithecus, such locomotive behavior appears to be contradicted by the exceptionally robust metatarsals of the oreopithecine foot along with the proportions of the foot's entocuneiform which was proximally-distally short and dorso-ventrally high. The length-height index of the oreopithecine entocuneiform related to the mass placed on the hind limbs and is most similar to that of the gorilla. The gorilla's low entocuneiform length-height index is related to the large amount of mass placed on the hind limbs due to its large body size. Oreopithecus, however, was a very small ape, with males typically weighing about 32 kilograms and females approximately half that size. The average Gorilla male weighs 175 kg with average female gorillas weighing about 85 kilograms. So in order to explain, the gorilla-like entocuneiform index, in Oreopithecus, the swamp ape must have been carrying its entire body weight on just its hind limbs. Kohler and Moya- Sola also noted that the power armload arm ratio strongly suggest that Oreopithecus carried its entire body weight on its hind limbs.\n\nThere's also strong evidence in the oreopithecine feet of a significantly reduced arboreal ability. The Oreopithecus foot had robust metatarsals plus a non helical ankle joint, characteristics typically associated with terrestrial catarrhines. Kohler and Moya-Sola have also noted that the mobility and grasping ability of the oreopithecine foot had been appreciably reduced relative to arboreal primates and even more so than in terrestrial baboons.\n\nIt would also be difficult to understand why Oreopithecus would expend the energy and the risk of being a highly arboreal tree living primate on an island where there were no terrestrial predators. But even on the ground, why would Oreopithecus abandon terrestrial quadrupedalism for bipedalism? The answer may come from its food source.\n\nChimpanzee wading bipedally with a stick\n\nOrangutan wading bipedally\n\nGorilla wading bipedally\n\nThe coastal wetlands that Oreopithecus preferred were rich in aquatic plants. Harrison and Rook have suggested that Oreopithecus may have specialized in feeding on aquatic plants which were abundant in the wetland coastal areas of the island such as: sedges, water lilies, reeds, cattail, pond- weeds, horestails, and stoneworts which were abundantly represented in the fossil pollen spectrum.\n\nExtant primates that feed on aquatic plants, usually wade bipedally in the shallow waters to access the food resource. Bipedal wading in primates has been observed in: baboons, macaques, the gorilla, orangutan, and in the chimpanzee. Such aquatic bipedalism in order to access aquatic plants comprises as much as 27% of the feeding behavior of the Western Gorilla.\n\nAdditionally, freshwater mollusk and turtles were also abundant in the wetland areas of Tuscany-Sardinia island-- along with predatory crocodiles. Turtle and crocodile eggs may have served as a good source of protein for Oreopithecus.\n\nMarine biologist, Alister Hardy, hypothesized that the power precision grip in humans originally evolved as an adaptation for picking up benthic invertebrates. Wading bipedally in shallow water for food resources such as shellfish\nand aquatic plants is, of course, common behavior in many\nhunter-gatherer human populations. But such behavior has also been observed in non-human primates such as baboons, macaques, guenons, and capuchin monkeys.\n\nCuriously, Oreopithecus also had a hominin-like power precision grip. Such manual dexterity could have evolved in Oreopithecus as a feeding adaptation for picking up the shelled invertebrates that existed in the wetland areas of Tuscany-Sardinia while it was also feeding on aquatic plants.\n\nAs the sole primate on the ancient island of Tuscany-Sardinia for nearly two million years, it seems unlikely that Oreopithecus would have avoided the exploitation of freshwater aquatic food resources that were so rich in carbohydrates and proteins.\n\nSea levels in the Mediterranean began to fall sometime after 7.4 million years ago and the island's isolation from Europe and Africa appears to have ended sometime between 6.9 to 7.2 million years ago. By 6.1 million years ago, global sea levels fell to such an extent that the Mediterranean Sea became completely isolated from in the inflow of marine waters from the Atlantic Ocean. During this period of lowering sea levels, land bridges were created between Europe and North Africa.\n\nThe earliest African hominin, Sahelanthropus, appeared in the fossil record in North Africa sometime between 6.8 and 7.2 million years ago. While not much is known about the postcranial remains of Sahelanthropus, its craniodental morphology isremarkably similarto that of Oreopithecus bambolii.\n\n\"The knowledge that we have now is but a fraction of the knowledge we must get, whether for peaceful use or for national defense. We must depend on intensive research to acquire the further knowledge we need ... These are truths that every scientist knows. They are truths that the American people need to understand.\" (Harry S. 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The specifics of oxidative stress and how it may result in disease or be prevented are complex questions with no simple answers. However, the considerable literature on the subject suggests that many researchers consider oxidative stress-related mechanisms to be important early events in disease development. A particularly intriguing aspect is that, at least theoretically, oxidative stress should be easily prevented with antioxidants yet the use of antioxidants as therapy remains controversial. The present knowledge on oxidative stress in farm animals is the topic of this review."},"score":{"kind":"number","value":3,"string":"3"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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speakers emerge early in development, indicating that infants prefer speakers from their own society. Dialect may also be a reliable cue to group membership because it provides information about an individual's social and ethnic identity. We investigated whether infants showed social preferences toward native-dialect speakers over those with unfamiliar dialects. Infants at 9 and 12 months of age were shown videos in which two adults (a native-dialect speaker and an unfamiliar-dialect speaker) each spoke to and then offered an identical toy to the participating infants. Next, two real versions of the toys were presented to the infants in person. The 12-month-old infants preferentially reached for the toy offered by the native-dialect speaker. The 9-month-old infants also showed a preference for native-dialect speakers but this finding was not statistically significant. Our results suggest that dialects may be a reliable cue to group membership, and that infants' orientation toward members of their native community may guide their social and cultural learning."},"score":{"kind":"number","value":3.203125,"string":"3.203125"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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introduction to scarcity and basic economic reasoning, students will work in small groups to develop a series of survival plans that would enable them to live through an imagined, life threatening situation. This lesson is an expansion of an activity developed by the NCEE in 2003, adapted to incorporate several of Gee’s principles of learning.\n\nStudents will make a poster demonstrating economic decisions made to utilize scarce resources in order to live through an imagined survival situation.\n\nStudents will write a short paragraph explaining how scarcity forces us to make choices.\n\nProcedure:1: Break the class into groups of approximately 4-5 students and tell them that they will be taking part in a game to see who could survive being shipwrecked and stranded on an Alaskan Island (note: the actual location/circumstance of the survival situation is up to teacher discretion, but the teacher must be prepared to provide information about local climate, terrain, weather, plant and wildlife, etc.).\n\n2: Distribute poster paper and markers to each group. If desired, the game can be made more competitive by having each group come up with a team name and recording those names on the board, along with the number of attempts it takes each team to survive each round of the game. However, the game can be just as effective without this step.\n\n3: Project the ”starting point” map for your chosen location (an island off the coast of southern Alaska) and describe the groups’ initial predicament. Tell the class that each group was on a fishing trip off the coast of Alaska with one of their teachers when their boat unexpectedly sank. All the students survived and made it to shore uninjured, but their teacher was knocked unconscious and had to be dragged to shore. Tell the groups that they made it to a small, rocky beach, and there is a pine forest not far inland. When they get to shore, it is early morning, raining, and the group members are in serious danger of hypothermia after spending time in the frigid water.\n\n4:Then display the resources that each group managed to salvage:\n\nTwo small knife\n\nOne hatchet\n\nTwo rain poncho\n\nTwo wood paddles\n\nThree life vests\n\nA match box with five waterproof matches\n\nA 20ft nylon cord\n\nOne compass\n\nWet clothing (what they are wearing)\n\n5. Tell each group to fold their poster paper into fourths to make four equal quadrants once reopened. Working on notebook paper, tell the class that their first task is to develop a 10 minute survival plan. Students are to write down a step-by-step plan detailing exactly what they will do to survive the first ten minutes on the island, including writing down what choices they make about how to use their resources and the opportunity costs involved with each of those choices (Note: if opportunity cost has not yet been introduced, this activity provides many excellent examples to understand cost in terms other than money). Give the class time to develop their plans.\n\n6: Tell the class to call you over once they think they have a winning plan, so they can share it with you. As they do, assess whether each group made sufficient decisions to insure their survival (Did they correctly address their most immediate needs instead of waisting energy on long term goals? Did they use their resources in a way that would feasibly achieve those needs? Did they remember to save the teacher?). If not, inform the group that they didn’t survive and must try again. Those that did may illustrate their plan in the first quadrant of their poster paper and move on to the next round (Note: most groups will likely fail to survive the first round of the game on their first attempt).\n\n7:The game gan continue to whatever extent is appropriate (either until all groups survive the ordeal, or until the first group makes it). Repeat steps five and six for all for rounds. As they progress through rounds, immediate needs, choices, and use of resources will change as follows: Round 2: Overnight Plan In round one, the most immediate need the groups should have addressed was heat. In round 2, that need becomes shelter. Students must choose how to use or gather resources to build a sufficient shelter to survive the night, while being sure not to overlook their continued need for heat. Often, students try to use their resources to begin gathering food at the expense of shelter, but at this point, shelter is a more immediate need and those that do not build ample shelter cannot survive to the next round. Round 3: One Week Plan Now, food becomes an immediate need. For those groups that protected their teacher, he or she now regains consciousness and may assist the group with knowledge of small animal trapping. In any case, students must make a step-by-step plan of how they will gather enough food to survive, recording their resource use and opportunity costs. Round 4: Stay or Go? In the final round, students must choose whether it is a better idea to stay where they are and wait for rescue or try to escape the island on their own. To do so, each group should complete a cost-benefit analysis table before developing their plans.\n\n9: Once the game is complete, lead the class in a discussion over how the concept of scarcity applies to a survival situation and how each choice made came either with an immediate opportunity cost or one that came in the future. Students should recognize that scarcity is what forced them to choose how to use their resources, demonstrating the most basic of economizing behavior.\n\n10: After the discussion, close by asking students to write a quick paragraph responding to the prompt:\n\n“What is the relationship between scarcity and human choices? Be sure to use at least one example of an instance of scarcity, choice, and opportunity cost from the game.”\n\nIntrinsic Learning Principles:\n\nActive, Critical Learning Principle:\n\nAnyone can hear a definition and write it down. For some, that form of learning is even sufficient to understand a concept. However, most learn far more effectively when able to actively engage in some way. Reasoning through a survival situation is not necessary to understand basic economic thinking, but it gives students a way to link such concepts to more basic ideas than money and production, and it does so in a way that allows students to think rather than hear.\n\nSelf Knowledge Principle:\n\nUnlike most digital video games, this game allows students to imaginatively place themselves in a survival situation, bringing their own knowledge and abilities to the game. Although the game is designed to explore economic concepts, the application of those topics to a survival situation allows to explore their current capacities in a potential real world situation.\n\nPsychosocial Moratorium:\n\nHopefully, none of the students will ever find themselves in a legitimate survival situation, but this activity allows students to explore their options and the decisions they could make in such a situation without the danger of injury or death. With that experience, students will be able to more critically think about decisions once in a real survival situation, or more likely, to apply the concepts learned to less dangerous decisions made each day.\n\nFeatured Learning Principle:\n\nProbing Principle:\n\nAlthough I have used this activity in class before, for the purposes of this project I adapted and expanded the game to make better use of Gee’s Probing Principle. While the above principles are naturally included in the original activity, my changes bring in a “trial and error” element that will hopefully highlight the game-like element of the activity. In each round, students must develop a survival plan. If their plan is insufficient, they do not survive and must try again. In this way, students make their best guess at how best to use their resources. If unsuccessful, they receive feedback about what they did wrong (feedback can be as simple as teacher questioning: “You went to look for food? I guess you froze to death!” or “Who made sure the teacher got warmed up? Nobody? Try again!”). With that feedback in mind, students can try another tactic and see if they survive the second time. This approach may not be completely necessary to teach basic economic concepts imbedded in the activity, but it can heighten its game-like elements, hopefully making the entire experience more impactful."},"score":{"kind":"number","value":4.21875,"string":"4.21875"},"int_score":{"kind":"number","value":4,"string":"4"},"embeddings":{"kind":"list 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referred to as a public API) is a publicly available application programming interface that provides developers with programmatic access to a proprietary software application or web service. APIs are sets of requirements that govern how one application can communicate and interact with another. APIs can also allow developers to access certain internal functions of a program, although this is not typically the case for web APIs. In the simplest terms, an API allows one piece of software to interact with another piece of software, whether within a single computer via a mechanism provided by the operating system or over an internal or external TCP/IP-based or non-TCP/IP-based network. In the late 2010s, many APIs are provided by organisations for access with HTTP. APIs may be used by both developers inside the organisation that published the API or by any developers outside that organisation who wish to register for access to the interface.\n\nCharacteristics \nOpen APIs have three main characteristics:\n They are available for use by developers and other users with relatively few restrictions. Restrictions might include the necessity to register with the service providing the API.\n They are typically backed by open data. Open data is freely available for everyone to use and republish as they wish, without restrictions from copyright, patents or other mechanisms of control. An Open API may be free to use but the publisher may limit how the API data can be used.\n They are based on an open standard.\n\nOpen API versus private API\n\nPrivate API\nA private API is an interface that opens parts of an organisation’s backend data and application functionality for use by developers working within (or contractors working for) that organization. Private APIs are only exposed to internal developers therefore the API publishers have total control over what and how applications are developed. Private APIs offer substantial benefits with regards to internal collaboration. Using a private API across an organisation allows for greater shared awareness of the internal data models. As the developers are working for (or contracted by) one organisation, communication will be more direct and therefore they should be able to work more cohesively as a group. Private APIs can significantly diminish the development time needed to manipulate and build internal systems that maximise productivity and create customer-facing applications that improve market reach and add value to existing offerings.\n\nOpen API\nIn contrast to a private API, an open API is publicly available for all developers to access. They allow developers, outside of an organisation's workforce, to access backend data that can then be used to enhance their own applications. Open APIs can significantly increase revenue without the business having to invest in hiring new developers making them a very profitable software application. However, it is important to remember that opening back end information to the public can create a range of security and management challenges. For example, publishing open APIs can make it harder for organisations to control the experience end users have with their information assets. Open API publishers cannot assume client apps built on their APIs will offer a good user experience. Furthermore, they cannot fully ensure that client apps maintain the look and feel of their corporate branding.\n\nOpen APIs in business \nOpen APIs can be used by businesses seeking to leverage the ever-growing community of freelancing developers who have the ability to create innovative applications that add value to their core business. Open APIs are favoured in the business sphere as they simultaneously increase the production of new ideas without investing directly in development efforts. Businesses often tailor their APIs to target specific developer audiences that they feel will be most effective in creating valuable new applications. However, an API can significantly diminish an application's functionality if it is overloaded with features. \n\nFor example, Yahoo's open search API allows developers to integrate Yahoo search into their own software applications. The addition of this API provides search functionality to the developer's application whilst also increasing search traffic for Yahoo's search engine hence benefitting both parties. With respect to Facebook and Twitter, we can see how third parties have enriched these services with their own code. For example, the ability to create an account on an external site/app using your Facebook credentials is made possible using Facebook's open API.\n\nMany large technology firms, such as Twitter, LinkedIn and Facebook, allow the use of their service by third parties and competitors.\n\nOpen APIs on the Web \nWith the rise in prominence of HTML5 and Web 2.0, the modern browsing experience has become interactive and dynamic and this has, in part, been accelerated through the use of open APIs. Some open APIs fetch data from the database behind a website and these are called Web APIs. For example, Google's YouTube API allows developers to integrate YouTube into their applications by providing the capability to search for videos, retrieve standard feeds, and see related content.\n\nWeb APIs are used for exchanging information with a website either by receiving or by sending data. When a web API fetches data from a website, the application makes a carefully constructed HTTP request to the server the site is stored on. The server then sends data back in a format your application expects (if you requested data) or incorporates your changes to the website (if you sent data).\n\nSee also \nOpenAPI Specification\nApplication enablement\nOpen system (computing)\nMashup (web application hybrid)\nWebhook\n\nReferences\n\nCategory:Application programming interfaces"},"score":{"kind":"number","value":3.5625,"string":"3.5625"},"int_score":{"kind":"number","value":4,"string":"4"},"embeddings":{"kind":"list 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Lineage 14 Nov 1916: Canadian Forestry Corps created, formed from an existing forestry battalion (224th Battalion, CEF) and the conversion of other infantry battalions (including the 238th Battalion, CEF) for forestry duties.\n\n1920(?): Disbanded.\n\nMay 1940: Canadian Forestry Corps once again created.\n\n3 Dec 1945: Disbanded. Functions The Canadian Forestry Corps provided lumber for the Allied war effort by cutting and preparing timber in the United Kingdom and on the continent of Europe in both the First World War and the Second World War. Forestry units also cleared terrain for the construction of installations such as airfields and runway, prepared railway ties, as well as lumber for the creation of barracks, road surfaces, ammunition crates, trench construction, etc. These units were sometimes called on in the First World War to perform as infantry. History\n\n\n\nFirst World War Above - Light railway in use by men of the Canadian Forestry Corps. LAC Photo. Right - Aboriginal member of the Canadian Forestry Corps in the UK. LAC Photo.\n\nThe success of German U-Boats in the Atlantic in the First World War caused a restriction on the number of imports to Britain. Millions of tons of lumber has travelled across the ocean from Canada to the UK in 1915. In Feb 1916, the British government requested assistance from Canada with regards to the production of timber, hoping to utilize resources available in Britain. The 224th Canadian Forestry Battalion was raised and arrived in England in Apr 1916, less than three months after the initial request. The battalion moved to Virginia Water Camp in Surrey, to produce sawn lumber. Detachments were sent to other places in England and Scotland.\n\n\n\nA second British request for additional forestry units resulted in the formation of the 238th Canadian Forestry Battalion, which arrived in England in Sep 1916.\n\n\n\nIn Oct 1916, authority was granted to form the Canadian Forestry Corps. Both battalions joined the corps; by Nov 1916, six forestry battalions had arrived overseas, including the 242nd Battalion, CEF.\n\n\n\nIn Dec 1916, the battalions were broken up to form independent forestry companies. Eventually 102 companies were formed in Europe. A small group was already operating in France at Bois Normand, with the first headquarters at Conches (Eure). This headquarters was expanded into a Canadian Forestry Group headquarters (eventually designated Centre Group) divided into two districts. By Jun 1918, three other groups were in operation; Jura Group, Bordeaux Group, and Marne Group, and each of these groups also had two district headquarters under command. Canadian Forestry Corps headquarters for France was established at Paris-Plage, near Boulogne, with an office in Paris linking the district and group headquarters with a corps supply depot where technical equipment was warehoused, at Le Havre. Arrangements had been made in Canada for the purchase and shipment of necessary machinery and equipment to operate saw mills and other facilities. The corps also ran three forestry hospitals. In Mar 1918, the corps was called on to train 800 men as reinforcements for the Canadian Corps, to be drawn from across all the districts.\n\n\n\nOn 2 Feb 1917, independent forestry companies were formed in each Military District in Canada as well. On 17 Jul 1917, Forestry Depot Companies were formed in each Military District in Canada.\n\n\n\nAt the end of the war, 56 companies were in operation on the Western Front, including 13 made up of German prisoners of war. In total, 19,162 men were on strength. Seven more companies were engaged exclusively in technical work for Allied air forces, including clearing, grading, leveling and draining land in the creation of airfields. A scarcity of rivers and waterways in France had necessitated the adoption (and creation) of broad, narrow-guage railways.\n\n\n\nSix districts were in operation in the UK at war's end (at Carlisle, Egham, Southampton and East Sheen in England and Stirling and Inverness in Scotland). Some 43 companies were in operation, with a strength of 12,533 including 3,046 attached labourers and prisoners of war. Their base depot was located at Smith's Lawn, Windsor shortly after the 224th Battalion arrived overseas, and all newly arriving soldiers for the corps arrived at the depot before reinforcements for companies in France or the UK were selected. The average monthly turnover at the depot was 1,500 men. In total, the combined strength of the corps on 11 Nov 1918, including attached officers, foreign soldiers (including British, Portugese, Finns and prisoners of war) was 31,447.\n\n\n\nSecond World War\n\n\n\nLumberman and teamster Royal Fournier of Maniwaki, Quebec, with the 26th Company of the Canadian Forestry Corps at a logging camp in Quebec in 1943. LAC Photo. The attempted blockade of the UK in the Second World War once again required the British to look to Canada for assistance in meeting the need for timber. The first request from England for forestry companies was actually made in Oct 1939.1 Wood was needed for living quarters, messes, and recreation facilities, as well as crates for vital supplies such as food, ammunition and even vehicles, and for the creation of explosives, stocks for weapons, the construction of ships, aircraft and factory facilities. After the success of the original Canadian Forestry Corps, a new corps was created in May 1940 to perpetuate their work, and twenty companies were initially raised. Ten more were formed as the war progressed.\n\n\n\nCanada agreed to shoulder the expense of pay, allowances and pensions, all initial personal equipment, and transport to and from the United Kingdom by individual members of the corps. The British Government paid for \"all other services connected with equipment, work or maintenance\" and certain others such as medical services (though Canada covered the costs associated with Medical Officers, Britain paid for actual hospitalization). While the British designated the areas of work, and the final disposal of the lumber created, military operations were under the purview of Canadian Military Headquarters in London.\n\n\n\nBoth anglophones and francophones were recruited from across Canada, including many veterans of the corps from the First World War, including the corps' first commander, Brigadier J.B. White, who had commanded timber operations in France in 1918. Unlike the First World War, where \"Canadian Forestry Corps personnel did not receive military training other than basic drill, courtesies and protocols\",2 personnel of the CFC in the Second World War received five to seven months of training, mainly at Valcartier, before moving overseas. The decision to provide military training to these men was made in Jun 1940, given the impending danger of German invasion prevalent at that time.\n\n\n\nFor the most part, the C.F.C. camps were constructed from scratch, and the personnel built barracks, roads, bridges and set up power plants. Each company's sawmill usually was located close to their camp and employed both \"Canadian Mills\" and the smaller \"Scotch Mill\" but the later was not viewed with approval by the Canadians. The average time lag between arrival at the camps and the start of logging operations was 97 days.\n\n\n\nThe companies worked in two sections, one cutting in the bush and bringing out the timber, and the other sawing it into lumber at the company mill. The felling crew consisted of three men, two sawing and one trimming. Hand saws and axes were the tools employed and three man \"Cat\" teams yarded the logs to the roadside landings, either by dragging them or use of sulkies. Each C.F.C. Unit was a self-contained community, including men capable of turning their hand at any task from black smithery and mechanical repair to snow clearance on the highland roads. A regular potion of each unit's time was devoted to military training, each company preparing defensive positions in its area in cooperation with the troops of Scottish Command in the event of German invasion.3\n\n\n\nBy May 1941, Corps Headquarters was in operation in Scotland with 13 forestry companies (each about 200 men strong), organized into five Forestry Districts each with its own headquarters (in the counties of Inverness, Ross, Aberdeen, Nairn and Perth). Seven more companies arrived in late Jul 1941.\n\n\n\nThe corps cleared approximately 230,000 forest acres in Scotland during their stay. In 1942, ten additional companies had been raised, the last arriving in Oct 1942. By the spring of 1943, however, manpower problems in the Canadian Army caused the remustering of several hundred soldiers suitable for other employment to other overseas units. In Oct 1943, ten companies were repatriated to Canada (totalling close to 2,000 men) for forestry duties there.\n\n\n\nAfter the landings in Normandy in Jun 1944, ten companies eventually moved to the Continent to continue operations there; 77 square timber rafts and 54 round timber rafts had been created in Southampton to moved timber across the English Channel with them. By the end of Aug 1944, operations had commenced on the continent; six companies of the CFC were called out to hold the line during the German Ardennes Offensive in Dec 1944, when Allied reserves were stretched to the limit.\n\n\n\nOn 1 Sep 1945 the CFC was officially disbanded (forestry operations had already ceased in Scotland in Jun) and all 20 companies returned to Canada. In all at it's peak, the overseas strength of the corps had been 220 officers and 6,771 other ranks. A total 442,100,100 foot board measures of timber had been cut in Scotland, England and France during their time in Europe.\n\n\n\nAlso of note is the fact that Newfoundland had also contributed foresters to the war effort; the Newfoundland Overseas Forestry Unit was created in Nov 1939 of civilians; in Dec 1942 they numbered 1,497 men who had volunteered for the duration of the war. They conducted operations in Scotland similar to that of the CFC. Notes Stacey, C.P. Official History of the Canadian Army in the Second World War Volume I: Six Years of War (Queen's Printer, 1955) p. 65 Love, David W. A Call to Arms: The Organization and Administration of Canada's Military in World War One (Bunker to Bunker Books, Calgary, AB, 1999) ISBN 1894255038 p.249 MacPherson, John. 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By continuing to browse the site, you are agreeing to our use of cookies - if you wish to opt-out of non-essential cookies, you may do so below.\n\nHow ultrasound might get drugs across the blood-brain barrier\n\nA new technology uses ultrasound and tiny bubbles to open the blood-brain barrier.\n\nCavitation microstreaming generated by a microbubble and marked by fluorescent beads.\n\nMiles M. Aron, courtesy of BUBBL, University of Oxford, England\n\nNew technology may open the door to safer and less invasive use of drugs used to treat brain cancer and Alzheimer’s disease.\n\nThe brain is surrounded by a protective barrier called the blood-brain barrier that prevents chemicals in the blood from entering the brain. While this keeps out toxins, it can also prevent access of certain drugs to the brain which can help in the treatment brain cancer and other diseases of the brain.\n\nResearchers from the University of Oxford, UK, and the University of Twente, Netherlands, have developed a promising technique for opening the barrier using ultrasound and microscopic bubbles known as ‘cavitation agents’.\n\nThe research was conducted collaboratively between the University of Oxford, United Kingdom and the University if Twente, Netherlands. An experimental platform – a kind of “blood-brain barrier on a chip” made from human cells – was used to measure acoustic emissions, light, sound and electrical fields of the blood-brain barrier during treatment. Fluorescent probes were also used to determine the mechanical and chemical effects on the cells from the cavitation agents. This allowed disruption, recovery and biological response of the barrier to be observed in real time.\n\nWhile tests on real brains are some way off, this method may open up a range of new possibilites for treating diseases of the brain."},"score":{"kind":"number","value":3.609375,"string":"3.609375"},"int_score":{"kind":"number","value":4,"string":"4"},"embeddings":{"kind":"list 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The British statesman Lord Palmerston is reported to have said: \"Only three people have ever really understood the Schleswig-Holstein business—the Prince Consort, who is dead—a German professor, who has gone mad—and I, who have forgotten all about it.\"\n\nSchleswig was a part of Denmark during the Viking Age, and became a Danish duchy in the 12th century. Denmark repeatedly tried to reintegrate the Duchy of Schleswig into the Danish kingdom. On March 27, 1848, Frederick VII of Denmark announced to the people of Schleswig the promulgation of a liberal constitution under which the duchy, while preserving its local autonomy, would become an integral part of Denmark. This led to an open uprising by Schleswig-Holstein's large German majority in support of independence from Denmark and of close association with the German Confederation. The military intervention of the Kingdom of Prussia supported the uprising: the Prussian army drove Denmark's troops from Schleswig and Holstein, beginning the First Schleswig War (1848–51), which ended in a Danish victory at Idstedt. The second attempt to reintegrate the Duchy of Schleswig into the Danish kingdom, initiated by the signing by King Christian IX of Denmark of the November Constitution in 1863, was seen as a violation of the London Protocol and led to the Second Schleswig War of 1864.\n\nEven though Schleswig, Holstein, and Denmark had all had the same hereditary ruler for some centuries, the inheritance rules in the three territories were not the same. The Dukedoms of Schleswig and Holstein were inherited under Salic law which ignored females: the Kingdom of Denmark had a different inheritance law which permitted male heirs to inherit through the female line. In the 19th century, this difference in inheritance law meant that when the childless King Frederick VII of Denmark died, the Kingdom of Denmark would be separated from the duchies of Schleswig and Holstein, because one man would inherit the Kingship and another the Dukedoms. This is what happened on the death of Frederick VII in 1863.\n\nThe central question was whether the duchy of Schleswig was or was not an integral part of the dominions of the Danish crown, with which it had been associated in the Danish monarchy for centuries or whether Schleswig should, together with Holstein, become an independent part of the German Confederation. Schleswig itself was a fiefdom of Denmark, as the duchy of Holstein had been a fief of the Holy Roman Empire until 1806, and become a component state of the German Confederation with the Danish king as duke. This involved the question, raised by the death of the last common male heir to both Denmark and the two duchies, as to the proper succession in the duchies, and the constitutional questions arising out of the relations of the duchies to the Danish crown, to each other, and of Holstein to the German Confederation.\n\nMuch of the history of Schleswig-Holstein has a bearing on this question. Following the defeat of Germany in World War I, the Danish majority area of Northern Schleswig was finally unified with Denmark after two plebiscites organised by the Allied powers. A small minority of ethnic Germans still lives in Northern Schleswig, while a Danish minority remains in South Schleswig.\n\nConstitutional problem \nSince 1849 disparate systems of government had co-existed within the Danish state. Denmark proper had become a constitutional democracy. However, absolutism was still the system of Schleswig and Holstein, with advisory assemblies based on the estates system which gave more power to the most affluent members of society. The three units were governed by one cabinet, consisting of liberal ministers of Denmark who urged economic and social reforms, and conservative ministers from the Holstein nobility who opposed political reform. After the uprising in Holstein and Schleswig the monarch had no interest in sharing rule with the people, many formerly rebellious. Estates of the realm, with their fear of being replaced by democratic institutions, were easier to be compromised. \n\nThis caused a deadlock for practical lawmaking, hardened by ethnic tensions, and a complete inability to govern was imminent. Moreover, Danish opponents of this so-called Unitary State (Helstaten) feared that Holstein's presence in the government and, at the same time, Holstein's membership of the German Confederation would lead to increased German interference with Holstein, or even into purely Danish affairs.\n\nIn Copenhagen, the palace and most of the administration supported a strict adherence to the status quo. The same applied to foreign powers such as the United Kingdom, France and Russia, who would not accept a weakened Denmark in favour of a German power, such as Austria or Prussia, acquiring Holstein with the important naval harbour of Kiel or controlling the entrance to the Baltic.\n\nLanguage and nationality\n\nThere was also the national question: both Germany and Denmark wished, characteristically of the nineteenth century, to create and consolidate nationalities from a background of fragmented cultural practices and dialects.\n\nLastly, there was the international question: the rival ambitions of the German powers involved, and beyond them the interests of other European states, notably that of the United Kingdom in preventing the rise of a German sea-power in the north.\n\nGerman had been the language of government in Schleswig and Holstein while more-or-less independent Dukes ruled, and stayed so; and had been a language of government of the kingdom of Denmark in several eras. Since the Lutheran Reformation, German had been dominant in church and schools, and Danish was the dominant language among the peasantry in Schleswig.\n\nLow German was the language of all of Holstein. During the centuries following the Middle Ages, Low German had come to dominate in Southern Schleswig, which had originally been predominantly Danish-speaking. The Danish language still dominated in Northern Schleswig. Around 1800, German and Danish were spoken in approximately equal proportions throughout what is now Central Schleswig.\n\nThe German language had been slowly spreading at the expense of Danish in previous centuries: for example, Danish was still spoken on the peninsula of Schwansen around 1780 (the last known use of Danish was in the villages near the Schlei), but then became extinct.\n\nThe language border in the nineteenth century conformed approximately to the current border between Denmark and Germany .\n\nIt was clear that Danish dominance in Schleswig was vulnerable and weakening. Through its vigorous economic activity, the ethnically German area to the south expanded its geographic domain. Linguistically Low German immigrants constantly arrived, and previously Danish-speaking families often came to find it convenient to change languages. The Low German language, rather than Danish, had become typical of Holstein and much of south Schleswig.\n\nOne solution, which afterwards had the support of Napoleon III, would have been to partition Schleswig on the lines of nationality, assigning the Danish part to Denmark, the German to Holstein. This idea, which afterwards had supporters among both Danes and Germans, proved impracticable at the time owing to the intractable disposition of the majority on both sides. This solution was subsequently implemented by plebiscites in 1920 as a condition of the treaty of Versailles, and Northern Schleswig was returned to Denmark.\n\nTreaty of Ribe\nGerman Schleswig-Holsteiners often cited a clause from the Treaty of Ribe of 1460, stating that Schleswig and Holstein should \"always be together and never partitioned (or separated)\". Although this treaty played a minor role at the more formal level of the conflict, its proclamation \"Forever Inseparable\" (Up ewig ungedeelt) obtained proverbial status during the German nationalist awakening, both among those wishing an independent Schleswig-Holstein, and in the German unification movement in general.\n\nIn Denmark it was granted less significance, and the citing widely regarded to be out of context, as it could either hint at the duchies not being separated from each other, or their not being partitioned into smaller shares of inheritance. This had happened many times anyway, leaving a confusing pattern of feudal units. Danes also brought forward rulings of a Danish clerical court and a German Emperor, of 1424 and 1421 respectively, stating that Schleswig rightfully belonged to Denmark, because it was a Danish fief and Holstein was a fief of the Holy Roman Empire, wanting Schleswig and Holstein to separate from each other.\n\nThe major powers appear to have given the Treaty of Ribe little notice in comparison to the ethnic conflict and worries about the European balance of power.\n\nResolution\n\nThe Second Schleswig War resolved the Schleswig–Holstein Question violently, by forcing the king of Denmark to renounce (on 1 August 1864) all his rights in the duchies in favour of Emperor Franz Joseph I of Austria and King William I of Prussia. By Article XIX of the definitive Treaty of Vienna signed on October 30, 1864, a period of six years was allowed during which the inhabitants of the duchies might opt for Danish nationality and transfer themselves and their goods to Denmark; and the rights pertaining to birth in the provinces were guaranteed to all, whether in the kingdom or the duchies, who had been entitled to those rights at the time of the exchange of ratifications of the treaty.\n\nIn the Austro–Prussian War of 1866, Prussia took Holstein from Austria and the two duchies subsequently merged into the Province of Schleswig-Holstein. From this point on, the Schleswig-Holstein Question was subsumed by the larger issue of Austro–Prussian relations, which the 1866 war deeply influenced. It survived, however, as between Danes and Germans, though narrowed to the question of the fate of the Danish population of Schleswig. This question is of great interest to students of international law and as illustrating the practical problems involved in asserting the modern principle of nationality.\n\nFor the effect on the Danes of Schleswig and events afterwards, see History of Schleswig-Holstein.\n\nToday, Northern Schleswig, or South Jutland County, is in Denmark; the remainder, as Schleswig-Holstein, is a state of Germany.\n\nSchleswig-Holstein Question in literature\nElements of the Schleswig-Holstein Question were fictionalised in Royal Flash, the second of George MacDonald Fraser's The Flashman Papers novels.\n\nIts potential solution (or lack thereof) also forms part of the solution to the mystery at the centre of Kim Newman's short story \"Tomorrow Town\".\n\nDanish author Herman Bang wrote of life on the island of Als in the aftermath of the Battle of Dybbøl in the Second War of Schleswig in his novel Tine, published in 1889.\n\nDostoevsky refers to this as \"The farce in Schleswig-Holstein\" in Notes from Underground.\n\nThe question appears in the first volume of the Reminiscences of Carl Schurz as an issue of concern in the Revolutions of 1848 and also as the farcical recollections of his friend Adolf Strodtmann regarding his (Strodtmann's) participation in the conflict (see Chapter 5, pp. 130–132, and Chapter 6, pp. 141–143).\n\nSee also\n History of Schleswig-Holstein\n\nReferences\n\nFurther reading\n Müller, Friedrich Max. The Schleswig-Holstein Question and Its Place in History in \"Last Essays by the Right Hon. Professor F. Max Müller\", 1881, (accessed on-line August 2017).\n Price, Arnold. \"Schleswig-Holstein\" in Encyclopedia of 1848 Revolutions (2005) online\n Sandiford, Keith AP. Great Britain and the Schleswig-Holstein question, 1848-64: a study in diplomacy, politics, and public opinion (University of Toronto Press, 1975).\n Steefel, Lawrence D. The Schleswig-Holstein Question. 1863-1864 (Harvard U.P. 1923).\n\nCategory:Schleswig Wars\nCategory:National questions\nCategory:Denmark–Germany relations\nCategory:Duchy of Schleswig"},"score":{"kind":"number","value":4.15625,"string":"4.15625"},"int_score":{"kind":"number","value":4,"string":"4"},"embeddings":{"kind":"list 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cough, or pertussis, vaccine is up to date.\"\n\nThis is particularly important to women who are pregnant, have just given birth or have close contact with infants. Getting an adult vaccination for whooping cough with a Tdap vaccine can easily save a baby from this potentially fatal disease.\n\n\"No one would dream of giving whooping cough to their baby intentionally, but it could happen,\" says Dr. Conway. \"We might think that our babies are protected when they get vaccinated for pertussis, but immunization requires a full series of vaccines, and no vaccine is 100 percent protective.\"\n\nDr. Conway says a baby is most vulnerable during the first few months of life, which is why anyone in close contact with newborns should be immunized.\n\n\"By the time most of us reach adulthood, we are typically 20 or 30 years past the time we were last vaccinated, so our immunity to whooping cough has long since worn off,\" he adds. \"Teenagers are also susceptible to whooping cough and can become ill themselves or transmit the infection to siblings. For these reasons,\"\n\nDr. Conway says, \"Wisconsin now requires the Tdap vaccine for all students in grades 6 through 12.\"\n\nThe whooping cough vaccine (usually called DTaP for infants and young children, and Tdap for adolescents and adults) also protects against two other potentially deadly diseases: diphtheria and tetanus—also known as lockjaw.\n\n\"Immunizations don’t end at childhood,\" says Dr. Conway, \"so adults should check with their physicians during routine visits and physicals to see if they are due for booster shots to guard against these diseases."},"score":{"kind":"number","value":3.015625,"string":"3.015625"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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Retranslocation impacts the timeline of leaf fall, amount of active chlorophyll, and overall leaf nitrogen content as fall color change occurs. Our objective was to identify interspecific differences in the timing of abscission layer formation, leaf color change, and the level of chlorophyll degradation of young trees during fall senescence. Leaf relative chlorophyll content for three tree species was measured during fall 2015 by a greenness meter. These measurements were calibrated for each species through spectrophotometric determination of leaf chlorophyll concentration. Abscission layer formation was tracked using light microscopy of sampled leaves. Excised leaves were photographed on a flat white surface to track species leaf color through time. All three species had different chlorophyll declination rates throughout the fall season. The maple species started with less chlorophyll and began abscission layer formation earlier. The other two species had a similar starting chlorophyll level and onset timing of abscission layer formation. Visible leaf color change was not associated with a threshold in either chlorophyll degradation or abscission layer formation across species. Maple species degraded less chlorophyll on average, in the fall, than did the oak and beech species. The rate of chlorophyll degradation in coordination with abscission layer formation varied by species. Color change was not a good predictor of level of chlorophyll degradation in leaves across species."},"score":{"kind":"number","value":3.25,"string":"3.25"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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By using ideas and models from the current Internet, Lukens believes that we can bring the benefits of the quantum Internet to people more quickly and in a more scalable way. He recently co-authored a paper in Optica by OSA outlining an approach to do just that.\n\nCreating a More Practical Quantum Internet\n\nWhile the classical Internet is built to transmit bits to different locations, the quantum Internet transmits quantum bits, or qubits, the basic unit of information in a quantum computer. If you have a small, low-power quantum computer in one location, you can connect it to a larger quantum computer elsewhere and transmit qubits between them. The quantum Internet would allow this on a global scale.\n\nThis is easier said than done. “Qubits are so squirrely,” says Lukens. “They degrade if they interact with their environment. You cannot copy a qubit without messing it up. You cannot amplify a qubit in order to send it further. These are the intrinsic challenges of quantum information.”\n\nFrequency encoding leverages well-understood tools used in the classical Internet, such as pulse shapers and modulators, to control bits going through the system. By making the quantum Internet compatible with the classical Internet, we can make the quantum Internet more practical.\n\nWhy Do We Need a Quantum Internet?\n\nWhile many more use cases for the quantum Internet will no doubt emerge when it is available, just like they did in the classical Internet, there are some immediate applications:\n\nSecurity– When we have a quantum Internet, we can realize secure information between nodes, with security based on quantum mechanics rather than computational complexity. Quantum sensing can, in principle, let you detect quantities of dangerous chemicals more quickly and effectively. With entangled quantum sensors at different locations, we may even be able to detect new physics, such as dark matter.\n\nQuantum computing – Although high in its hype cycle right now, quantum computing has real potential to solve problems that cannot be done efficiently with today’s technology. One example is Shor’s algorithm, which is an efficient way to factor large numbers. Public key cryptography exists today to let us communicate securely on the Internet precisely because of the difficulty of this problem. Quantum computing will make solving problems like Shor’s algorithm much more accessible and will become a disruptive technology in many fields.\n\nQuantum simulation – When problems become very large and cannot be solved on traditional computers, quantum computers will be able to efficiently simulate other quantum systems. This could be very useful in basic sciences to help us understand particle physics, quantum chemistry, and more generally expand our understanding of the universe on scales ranging from atoms to galaxies.\n\nWhat Was the Discovery?\n\nAll the applications above fall under the general umbrella of “quantum information processing”—using quantum systems to encode and process data. While quantum information processing can be achieved with any quantum particle (atoms, ions, electrons, superconducting circuits), single particles of light—or photons—are the best for traveling over long distances and connecting devices in the emerging quantum Internet. In the case of Lukens and his co-authors, the focus is on how to encode, manipulate, and measure information carried in some property of the individual photons.\n\nOne of the novel aspects of Lukens’ research is encoding this information in the photon’s color, or frequency, which means that the frequency of the photon corresponds to 0 or 1 – say the photon is 0 at red and 1 at green. Each frequency forms a “bin” in which a photon can exist, so that each photon can be described as a frequency-bin qubit. This is very similar to the principles of WDM, a widespread technology used in classical optical communications. WDM has great tools to control and use frequencies at high data rates, and it is only recently becoming clear how we can apply these ideas in quantum computing and make full use of these existing tools.\n\nIn order to develop large quantum networks with frequency bins, we will need to be able to apply quantum gates (basic logic operations) in parallel in optical fiber. Lukens and his co-authors discovered that they could have two different qubits and that they could apply two different gates, even on the same fiber.\n\nThe ability to have different gates on the same fiber and control the qubits in parallel is a technical achievement that could allow us to connect quantum nodes at different wavelengths, which otherwise would not be able to be linked together. This creates a quantum interconnect which takes quantum systems that are physically far away from each other and connects, or quantum entangles, them. This approach to building the quantum Internet leverages tools and technology from the classical Internet, providing a step forward to the many promising applications of connected quantum devices.\n\nFor more detail on the solution created by Lukens and Oak Ridge colleagues Nick Peters, Brian Williams, and Pavel Lougovski, as well as Purdue collaborators Hsuan-Hao Lu and Andy Weiner, check out the full article in Optica."},"score":{"kind":"number","value":3.09375,"string":"3.09375"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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[@ref-102]). However, glaciers are shrinking rapidly across the world due to accelerating global warming ([@ref-51]; [@ref-92]; [@ref-60]), and most of them are expected to disappear by 2050 ([@ref-103]; [@ref-52]). As a prominent component of the glacier forefront, glacier-fed streams have a highly heterogeneous environment due to longitudinal alterations of landcover, river hydrology and morphology, sediment transport, and biogeochemical processes ([@ref-48]; [@ref-57]; [@ref-49]; [@ref-64]). For example, from glacier terminus to downstream, terrestrial vegetation increases ([@ref-104]; [@ref-77]), stream channel lengthens ([@ref-63]; [@ref-83]), and water source compositions changes ([@ref-15]).\n\nBiofilms are hot spots of microbial diversity and activity in stream ecosystems ([@ref-40]; [@ref-8]). Within stream biofilms, bacteria, fungi, and algae are the major components driving the bulk of metabolism and biogeochemical processes ([@ref-14]; [@ref-9]; [@ref-98]). The changing environment presents significant challenges for glacier-fed stream ecosystems. Previous studies have revealed that factors associated with glacier shrinkage have significant influences on the composition, diversity, and functional potential of bacterial communities in stream biofilms ([@ref-101], [@ref-100]; [@ref-78]; [@ref-79]). However, fungal communities in glacial systems are rarely studied ([@ref-32]; [@ref-3]). With the decrease in elevation, glacier coverage, and glacier source contribution to streamflow, as well as increase in distance to glacier terminus, bacterial communities showed increased alpha diversity as well as distinct taxonomic and functional compositions ([@ref-101], [@ref-100]; [@ref-78]; [@ref-79]). Biodiversity is important for generating and stabilizing ecosystem structure and functions ([@ref-59]; [@ref-94]). The positive effects of local species richness (alpha diversity) on ecosystem functioning have been widely confirmed by a growing number of studies ([@ref-25]; [@ref-21]; [@ref-29]). However, comparing to alpha diversity, beta diversity is an underexplored facet of biodiversity ([@ref-67]), which accumulates from compositional variations among local assemblages and provides insights into the mechanisms underlining biodiversity changes and their ecological consequences ([@ref-2]; [@ref-91]). For ecological communities suffering intensive environmental fluctuations and disturbances, focusing on beta diversity is especially important ([@ref-67]). In addition, microorganisms in many environments often coexist in a complex network with positive and negative interactions among members, playing pivotal roles in community assembly ([@ref-35]; [@ref-6]; [@ref-90]). These interactions may imply biologically or biochemically meaningful relationships between microorganisms ([@ref-99]). Microbial co-occurrence networks can reveal how taxa potentially interact with each other, how diverse taxa structure networks, and how networks are compartmentalized into modules of closely associated taxa, as well as how microbial communities responded to environmental variations ([@ref-71]; [@ref-35]; [@ref-27]; [@ref-4]). In addition, modularity (the tendency of a network to contain sub-clusters of nodes) is an important ecological feature in many biological systems, providing opportunities to identify highly connected taxa and integrate high dimension data into predicted ecological modules ([@ref-27]; [@ref-90]). A module is defined as a group of densely connected operational taxonomic units (OTUs), which have less links with OTUs belonging to other modules ([@ref-90]), forming a clustered network topology ([@ref-6]). Modules can help to reveal more ecological and evolutionary properties ([@ref-93]; [@ref-74]), which are easily overlooked when communities are studied as a whole or in taxonomic groups ([@ref-75]; [@ref-10]; [@ref-27]). The relationships between microbial modules and environmental variables can improve our understanding of the influences of environmental variation on microbial community assembly ([@ref-58]; [@ref-27]; [@ref-95]). However, previous studies in glacier-fed streams have only focused on the whole communities or certain taxonomic groups of bacteria and fungi ([@ref-82]; [@ref-63]; [@ref-101]; [@ref-78]). The network and modularity features of bacterial and fungal communities in glacier-fed streams are remaining one of our knowledge gaps. Integrating beta diversity and network modularity can provide novel insights into assembly mechanisms of microbial communities in glacier-fed streams.\n\nGlacier-fed streams in Tian Shan Mountains in Central Asia are particularly vulnerable to climate change, where glaciers contribute significantly to stream runoff ([@ref-1]; [@ref-44]; [@ref-92]). Glacier shrinkage has been observed in the past decades ([@ref-33]) and will accelerate in the coming decades as temperature increases ([@ref-55]; [@ref-38]). Here, we investigated bacterial and fungal communities in two glacier-fed streams using high-throughput sequencing combined with hydrological modeling. We aimed to examine the microbial co-occurrence networks (considering both fungal and bacterial communities) and to assess their response patterns to environmental variation in these glacier-fed streams. In glacier foreland soil, bacterial and fungal communities had contrasting community structures and response patterns to environmental variables ([@ref-11]; [@ref-13]; [@ref-17]). Glacier-fed streams have intimate connections with terrestrial ecosystems in the glacier foreland through multiple ways ([@ref-26]; [@ref-43]; [@ref-85]). Thus, we hypothesize that bacterial and fungal communities in glacier-fed streams have contrasting assembly mechanisms and respond differently to environmental variation.\n\nMaterials and Methods\n=====================\n\nStudy area\n----------\n\nThe Tian Shan mountains, known as the \"water tower of Central Asia,\" span a large area of Central Asia from northwestern China to southeastern Kazakhstan and from Kyrgyzstan to Uzbekistan ([Fig. 1](#fig-1){ref-type=\"fig\"}). In Tian Shan area, glaciers contribute considerably to water resources and play an important role in streamflow regimes ([@ref-92]; [@ref-97]). In China's portion of the Tian Shan Mountains, there are 7,934 glaciers with a total area of 7,179 km^2^ and a total volume of 707 km^3^ ([@ref-42]). However, glaciers in the Tian Shan Mountains are extremely sensitive to global warming ([@ref-55]) and have been shrinking rapidly due to climate warming since the 1970s ([@ref-69]; [@ref-33]). For example, Urumqi Glacier No. 1 (GN1, 43°06′N, 86°49′E) is located in eastern Tian Shan Mountain at the headwater of the Urumqi River ([Fig. 1](#fig-1){ref-type=\"fig\"}) and retreated from an area of 1.95 km^2^ in 1962 to 1.65 km^2^ in 2010 ([@ref-105]). In 2050, GN1 will likely lose up to 54% of the glacier area and 79% of the ice volume relative to 1980 ([@ref-38]).\n\n{#fig-1}\n\nField sampling\n--------------\n\nIn June 2016, we investigated two glacier-fed streams in the Tian Shan Mountain. Water samples and benthic biofilm samples were collected from 11 sample sites in total spanning from the elevation of 3,828 to 2,646 m ([Fig. 1](#fig-1){ref-type=\"fig\"}). The sample sites were chosen along the streams in order to have heterogeneous environments, including different land vegetation and hydrological properties such as glacier contributions to stream flow. However, due to the constraint of accessibility, the sites were not spaced at equal intervals. At each sample site, six to nine submerged rocks were randomly sampled from the stream cross section below 10 cm. A sterilized nylon brush was used to remove the benthic biofilm from each stone in an area of 4.5 cm diameter on the upper surface. The slurry was rinsed with 500 mL sterile water. Approximately 10 mL of the mixed slurry was filtered through a 0.2-μm polycarbonate membrane filter (Whatman, Maidstone, UK) which was immediately frozen in liquid nitrogen in the field. After transported to the lab, the benthic biofilm samples were stored under −80 °C until DNA extraction. In addition, 500 mL water samples were collected for chemical analyses with three replications and stored under 4 °C.\n\nEnvironmental factors\n---------------------\n\nAt each sample site, pH, conductivity (Cond), and elevation were measured in situ using a handheld pH meter (PHI 400 Series; Beckman Coulter, Brea, CA, USA), YSI meter (model 80, Yellow Springs, OH, USA), and GPS unit (Triton 500; Magellan, Santa Clara, CA, USA), respectively. Unfiltered water samples were directly used to measure total nitrogen (TN) and total phosphorus (TP). TN was analyzed by ion chromatography with prior persulfate oxidation (EPA 300.0). TP was analyzed using the ammonium molybdate method with prior oxidation (EPA 365.3). Filtered water samples (filtered with pre-combusted GF/F filters) were used to test nitrate (NO~3~^−^), ammonium (NH~4~^+^), soluble reactive phosphorus (SRP), and dissolved organic carbon (DOC). NO~3~^−^ was analyzed using ion chromatography (EPA 300.0). NH~4~^+^ was analyzed using the indophenol colorimetric method (EPA 350.1). SRP was measured according to the ammonium molybdate method (EPA 365.3). DOC was measured using a total organic carbon (TOC) analyzer (TOC-VCPH; Shimadzu Scientific Instruments, Columbia, MD, USA). Water chemistry data was reported in our previous research ([@ref-78]).\n\nIn glacier-fed streams, both biotic and abiotic environments are tightly linked to the relative contributions of glacier melt and runoff to the stream flow ([@ref-62]; [@ref-45]; [@ref-56]). According to the landscape-based hydrological model proposed by [@ref-37], [@ref-36]), we classified the landscape into glaciated and non-glaciated. For each sample site, the proportion of glaciated area (GA) in its sub-catchment was calculated and the proportion of glacier source water (GS) in the total runoff was derived from the model ([@ref-37], [@ref-36]). The hydrological distance to glacier terminus (GD) was measured according to the river channel network ([Fig. 1](#fig-1){ref-type=\"fig\"}). These hydrological parameters were also reported in our previous research ([@ref-78]).\n\nIn the study area, the vegetation (grassland) status was measured by the normalized difference vegetation index (NDVI) using the Terra moderate resolution imaging spectroradiometer Vegetation Indices (MOD13Q1) Version 6 data downloaded from USGS (\n\nThis work was supported by Beijing Research Group for Poultry Production Technology System.\n\nMs Feng is a postgraduate student at the College of Veterinary Medicine, People's Republic of China Agricultural University, in Beijing. Her scientific interests include the epidemiology and pathogenicity of avian infectious bronchitis viruses.\n"},"score":{"kind":"number","value":3.140625,"string":"3.140625"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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However, it is\npossible for a user-defined parser within a [procedural macro] to construct a\nnegative number as a single token by passing a negative integer or negative\nfloating point value to one of the constructors of [`proc_macro::Literal`]. If\nsuch a negative literal ends up in the input of a subsequent procedural macro\ninvocation, it is up to the compiler whether to rewrite into a pair of tokens or\nkeep them as one.\n\n[procedural macro]: https://github.com/dtolnay/syn\n[`proc_macro::Literal`]: https://doc.rust-lang.org/proc_macro/struct.Literal.html\n\nThe behavior of the compiler's parser is observable in the surface language as\nwell, not only in macros. For example the following code prints `-81` because\nthe expression is parsed as `-(3i32.pow(4))` rather than `(-3i32).pow(4)`.\n\n```rust\nfn main() {\n let n = -3i32.pow(4);\n println!(\"{}\", n);\n}\n```\n"},"score":{"kind":"number","value":3.140625,"string":"3.140625"},"int_score":{"kind":"number","value":3,"string":"3"},"embeddings":{"kind":"list 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Transcript
Late-night snackers, beware: You may be altering your brain. Scientists at the University of Texas Southwestern Medical Center found that this happens to mice, when they’re fed when they ought to be sleeping. Within just a few days, the mice were up looking for food shortly before it arrived. Molecular geneticist Masashi Yanagisawa and his colleagues discovered a genetic switch in the brain’s hunger center that flipped on before the new feeding time. He says the same may happen in humans.
MASAHI YANAGISAWA (University of Texas Southwestern Medical Center):
Those people who habitually eat a lot during the night — they are like those mice. These people are forcing themselves to eat in a biologically abnormal time period for humans…
HIRSHON:
… thereby training their brains to expect and even seek out more midnight snacks in the future. I’m Bob Hirshon, for AAAS, the science society. | 3.328125 | 3 | [
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I already know how to work a solution for this petty question in the conventional and "sane" way of comparing input with the integer 42, as suggested by @firstPerson and @csurfer.
But I was left goofified with the "that" solution in which '4' and '2' are compared separately as chars and then something weird happening to them, producing the right result. @firstPerson-- Yes the code is super ugly, but out of curiosity I still wanted to know how that chunk of code worked.
so basically when the user inputs a number , it gets saved into d,
and when the user input another number, it checks if that number is 2 and if the previously saved number was 4. if so then it quite, otherwise it continues.
Now as there are no more inputs to read in the buffer until the buffer gets newly filled by some other characters the cin.get() waits and hence the while loop waits.
As we have already seen the first input 10 has already been printed and d holds '\n' and waits to print it.
Assume our next input is 42 taken as '4' '2' '\n'
Loop4 : d='\n' ,c= (un-assigned) <same as the first loop condition>
c1) cin.get() therefore c='4'c2)c!='2' and d!='4'c3) prints d ,ie a new line and then d=c
Man....
Thankyou guys. Both firstPerson and csurfer were awesome in there explanation... The focused and step by step explanation by csurfer was damn cool. Simple enough to get a first grader sailing... | 3 | 3 | [
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1. Field of the Invention
The present invention relates generally to media write heads having at least one floating side shield and, in particular embodiments, to disk drive write heads with floating side shields that reduce fringe field effects on neighboring tracks during the performance of a write operation, and methods to manufacture such write heads.
2. Related Art
Disk drives are used in a variety of electronic devices, ranging from personal computers to portable media players, for the storage and retrieval of data. In a disk drive, data is typically written to and read from magnetic storage media called disks. A disk drive typically comprises a plurality of disks for the storage of data and one or more read/write heads for the reading and writing of data. There is a constant market demand to increase the data storage density of disks. Increasing the storage density of the disks can decrease the price to storage-capacity ratio of the disk drives, increase performance, and decrease the physical dimensions of the disk drive.
The write head typically comprises a pole tip, a yoke supporting the write pole tip, and conductive coils around the yoke for electrically magnetizing the write pole tip. During a write operation where the disk drive changes the storage state of a bit of data on the disk, the write head is moved to the location of the bit of data such that the pole tip is positioned directly above the bit, an electric current is passed through the coils to magnetize the pole tip, which in turn causes the magnetization of the bit to change.
In recent years, perpendicular recording has been introduced to achieve greater data storage density for disk drives. In perpendicular recording, the magnetization of each bit is aligned vertically, perpendicular to the disk surface. Compared to longitudinal recording, a perpendicular recording system allows more data bits per unit of disk surface area, which in turn enables greater data storage density for the disk drives.
On the surface of a disk, the data bits are arranged in concentric circles called tracks. As the area needed for each bit decreases, the track width also decreases, thus increasing the number of tracks per inch and the storage density of the disk. However, as the tracks become more closely spaced, a problem arises when the fringe magnetic field emitted by the write pole tip during a write operation affects the magnetic storage state of bits on a neighboring track. The fringe field can cause inadvertent erasures on neighboring tracks, or enhance thermal decay of adjacent tracks. These effects could cause data loss, a decrease in data storage reliability, or catastrophic failures to the disk drive.
In light of the problem discussed above, it is therefore preferable to have a write head design that reduces the fringe fields emitted by the write pole tip. One method of producing such a write head is proposed by U.S. Pat. No. 4,935,832, which discloses side shields connected to a downstream pole of the write head for the reduction of fringe fields emitted from the write pole tip.
The side shield design disclosed in U.S. Pat. No. 4,935,832 is difficult to manufacture due to the difficulty in controlling the gap distance between the side shields and the write pole tip, in addition to the need to define the gap distance between the write pole tip and the write shield (return shield). Since the write pole tip and the write shield (to which the side shields are attached to) are manufactured in separate steps, it is impractical to accurately define the gap distances between the write pole tip, write shield, and side shields using the current manufacturing techniques.
In addition, the structure disclosed in U.S. Pat. No. 4,935,832 has another disadvantage of creating magnetic flux leakage from the write pole tip. During a write operation, the write pole tip is highly magnetized and thus have a relatively high magnetic potential (V_WP). The magnetic potential of the write shield (return shield) is usually at a very low value creating a return path for the magnetic flux. Since the side shields and the write shield are connected, the side shields have substantially similar magnetic potentials as the very low magnetic potential of the write shield. Hence, there is likely a leakage of magnetic flux from the write pole tip to the side shields. This side-shield leakage is proportional to the difference between the potential of the write pole tip (V_WP) and the potential of the side shields (V_SS). During a write operation, this potential difference between V_WP and V_SS can be large, causing a large amount of magnetic flux leakage from the write pole tip to the side shields. This flux leakage decreases the overall efficiency of the write head because more current is needed to induce sufficient magnetic field to achieve the write operation. The side-shield leakage is also inversely proportional to the gap distance between the side shield and the write pole tip. Thus, increasing the gap distance between the side shield and the write pole tip can reduce side-shield leakage. However, if this gap distance is larger than the track-to-track pitch of the disk, the side shield will cease to protect adjacent tracks from fringe field effects. Therefore, using a design in which the side shields are connected to and magnetically coupled with the write shield, magnetic flux leakage from the write pole tip to the side shields is likely unavoidable.
Therefore, embodiments of the present invention relate to creating a write pole tip with side shields which reduces fringe field effects on adjacent tracks but also reduces side-shield leakage, utilizing a manufacturing process easily controllable with the current manufacturing techniques. | 3.015625 | 3 | [
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Immunoprophylaxis against cytomegalovirus disease.
Patients with either deficient or immature immune systems need protection against cytomegalovirus (CMV) disease. That maternal immunization prior to pregnancy will protect newborns from congenital disease is suggested by the fact that newborns who acquire CMV either via transfusion or transplacentally are relatively protected if their mothers had antibodies to CMV prior to pregnancy. For patients becoming partially immunocompromised following solid organ transplantation, protection against severe CMV disease is afforded by immunity acquired either by wild-type infection prior to transplantation or passive or active immunization. In three randomized placebo-controlled studies, live attenuated CMV vaccine has successfully protected seronegative recipients of kidneys from seropositive donors from severe CMV disease by efficiently inducing humoral and cellular immunity. Subunit vaccines comprised of glycoprotein gB, the viral component containing the majority of viral neutralizing epitopes, are in the early phases of study, as are strategies to provide patients with CD8+ deficiency immunoprophylaxis via adoptive transfer of cytotoxic T-cells expanded in vitro against CMV structural proteins. Given all of these facts, safe and effective CMV immunoprophylaxis against CMV disease is possible. | 3.03125 | 3 | [
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1. Field of the Invention
This invention relates to land mobile radio systems and more specifically to minimizing adjacent channel interference for land mobile radio systems.
2. Description of Related Art
Conventional land mobile radio (LMR) channels employ narrow-band frequency division multiplexed (FDMA) systems with different radio units assigned to different frequency bands. These bands are typically 25 KHz wide. There is an immediate need for an increase in capacity of LMR systems in the U.S. for such applications as public safety trunking. The trend is to increase capacity by splitting each existing 25 KHz channel used in LMR systems into two 12.5 KHz channels. However, this causes adjacent channel interference (ACI). ACI is interference introduced at a receiver from a transmitter broadcasting at a frequency corresponding to an adjacent channel and this is sometimes called adjacent channel `splatter`.
In a typical LMR system, communication between mobile units takes place through a base unit (base station). Each base station serves a certain geographic area. Communication between mobile units and base units takes place on a pair of frequencies that are separated, usually widely, to prevent interference. One frequency is needed for base to mobile communication and the other frequency in the pair is used for mobile to base communication. In some situations, mobile units can communicate with each other directly without going through the base unit. This is called "Talk-Around". A pair of frequencies are also used in Talk Around communications, one for each direction.
A problem occurs if two mobile units employ spectrally adjacent frequencies to communicate with their base units. Usually, mobile units within the same area will not be assigned spectrally adjacent frequencies but mobile units in contiguous geographic areas can use spectrally adjacent frequencies. The same situation exists with respect to frequency assignments to base units.
A measure of the acceptable level of ACI in a system is an ACI protection ratio (ACIPR). ACIPR is defined as the amount, in decibels, that the power of the interferer can be increased relative to the power of the desired signal, until a certain performance threshold is reached. For LMR system the bit error rate (BER) is used as an appropriate measure of performance. For analog FM, the ACIPR is specified to be in the range of 65-70 dB. Some digital modulation schemes offer adequate spectral efficiency but lower ACIPR (in the range of 45-50 dB). The ACIPR values may be augmented by several techniques. However, the problem gets increasingly difficult as the need for capacity and higher spectral efficiency arises.
Some of the commonly adopted techniques to improve ACIPR for digital modulation are antenna diversity in which more than one antenna receives a signal and the receiver chooses the signal from the antenna having a better signal strength. Antenna diversity is useful in providing a margin of 3-5 dB in ACIPR. Antenna diversity is further described in Characterizing the Effects of Nonlinear Amplifiers on Linear Modulation for Digital Portable Radio Communications, by S. Ariyavisitakul and T. P. Liu, IEEE Transactions on Vehicular Technology, Vol. 39, No. 4, pp. 383-389, November 1990.
Another technique to improve ACIPR is interference rejection and cancellation where an estimator is employed in estimating what a signal should be, and subtracting the estimated signal from the actual signal to synthesize an interference signal which is then subtracted from the further received signals. A similar technique is interference rejection using filtering described in Rejection Method of Adjacent Channel Interference for Digital Land Mobile Communications, by S. Sampei and M. Yokohama, The Transactions of the IECE of Japan, Vol. E 69, No. 5, pp. 578-580, May 1986. Interference cancellation is described in Method of Rejecting Adjacent Channel Interference Using an Adaptive Equalizer, by N. Kinoshita and S. Sampei, Transactions of IEICE (section B), J71-B, 10, pp. 1119-1126, October 1988. Interference rejection and cancellation involves complex receiver circuitry and is highly dependent upon the channel conditions and interference power. These techniques can provide up to 6-10 dB of gain if properly implemented.
Transmitter power control is described by Y. Nagata and Y. Akaiwa in Analysis for Spectrum Efficiency in Single Cell Trunked and Cellular Mobile Radio, IEEE Transactions on Vehicular Technology, Vol. VT-35, No. 3, pp. 100-113, August 1987. Transmitter power control offers a larger gain (10-15 dB) in ACIPR by controlling the transmit power of mobile stations. In transmitter power control, the mobile units which are closer to the base station transmit at a lower power in order not to "splash" other mobile units. The base station power is not varied. This scheme is complex and the complexity increases with capacity.
Another commonly suggested approach to providing higher spectral efficiency in a LMR channel is to use Trellis Coded Modulation (TCM) as described in Channel Coding with Multilevel/Phase Signals, by G. Ungerboeck, IEEE Transactions on Information Theory, Vol. IT-28, No. 1, pp. 55-67, January 1982. A typical TCM scheme employing Ungerboeck codes is designed to maximize the separation between transmitted signal states, called the Euclidean distance. However, optimization of Euclidean distance need not improve ACIPR.
A technique for designing trellis codes for band-limited channels is described in Bandwidth-Efficient Trellis Coded Modulation Schemes, by S. Ramseier, Proceedings of the International Conference on Communications, pp. 1517-1521, 1990. This technique designs Trellis Codes based on optimizing the normalized in-band power. This optimization is not as important for an LMR system since normalized in-band power does not maximize ACIPR. And further, the optimization as described by Ramseier does not consider the effects of the receive filter characteristics, which has a critical influence on ACIPR.
A related problem is that bandwidth saving is typically achieved at the expense of power and hence range reduction. The range reduction can be quite a problem where the area over which the base unit and mobile unit communicate is very large. An increased transmission area implies increased cost and complexity at the base station. Therefore, there is a need to find a spectrally efficient modulation scheme that has high ACIPR and offers a transmit range comparable to existing analog FM systems. | 3.15625 | 3 | [
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The current practice of securing two or more structural pieces together by one or more fasteners typically involves first clamping the pieces together with holes through the two pieces being aligned. Alternatively, the pieces can be clamped together and then holes can be formed through the pieces. A fastener, for example a rivet is then inserted through each of the holes with the rivet head positioned on one side of the structural pieces and the rivet tail projecting from the opposite side of the structural pieces. A bucking bar is typically manually positioned against the rivet tail while the rivet head is hammered by a rivet hammer. The force of the rivet hammer on the rivet head and the force of the bucking bar on the rivet tail causes the bucking bar to deform the rivet tail into a buck tail or shop head that secures the rivet in place in the rivet hole between the structural pieces and thereby rivets the structural pieces together.
Electromagnets have been employed in clamping two or more structural pieces together prior to their being secured together by fasteners. Current electromagnetic clamping technology typically employs an electromagnet as one clamping component and one or more steel plates as additional clamping components. The steel plate or plates have pluralities of holes that are positioned in the plates to correspond to fastener locations through the structural pieces. The steel plates are positioned on one side of the structural pieces and the electromagnet is positioned on the opposite side of the structural pieces. The electromagnet is then energized or activated, drawing the steel plates toward the electromagnet and clamping the structural pieces between the plates and the electromagnet. The holes through the steel plates enable fastener holes to be drilled through the clamped structural pieces and fasteners to be placed in the holes. Where the fasteners are rivets, a bucking bar is then manually inserted through the hole in the steel plate and against a tail of the rivet while the head of the rivet on the opposite side of the structural pieces is hammered by a rivet hammer, thereby forming the rivet tail into a shop head and securing the structural pieces together. This basic process is also performed when installing HI-LOK type fasteners or lock bolts in structural pieces.
This prior art electromagnetic clamping technology has the disadvantages of the need to position the steel plate or plates against one side of the structural pieces to be fastened together prior to the fastening process. It is often necessary to secure the steel plates against the one side of the structural pieces, for example by screws or clamps prior to fasteners being installed. The positioning and securing of the steel plates to the structural pieces to be joined is a time consuming process and an ergonomically demanding process, especially when hundreds of these types of steel plates have to be preinstalled in order to fasten together structural pieces of a large structure, such as an aircraft. | 3.046875 | 3 | [
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A commonly accepted practice of removing solid particles from a flue gas includes the utilization of an electrostatic precipitator to hold the solid particles without inhibiting the flow of the flue gas. Typically, an electrostatic precipitator is positioned in the flue between the outlet of a boiler and a smokestack.
The ordinary construction of an electrostatic precipitator includes a plurality of large, flat, metal plates which are spaced from each other. The metal plates may have a height of up to 30 feet or more, and a width of up to 10 feet or more. It is to be appreciated that the specific size of the plates in a given precipitator is dependent upon the particular precipitator construction for a given application. Ideally, the flat plates are equidistantly spaced from each other. A second plurality of elongated electrodes is positioned among the plates. The electrodes are positioned between each pair of adjacent plates. Ideally, the elongated electrodes are equidistantly spaced from the adjacent plates.
The uniform spacing of the elongated electrodes from the plates is necessary to have a uniform electrostatic charge between the elongated electrodes and the plates. A uniform electrostatic charge generates uniform collection of solid particles on the plates. Typically, the solid particles are removed from the plates by rapping the plates to vibrate the plates and, thereby, cause the collected solid particles to drop off the plates in clusters into collectors under the plates.
The flue gas which enters the electrostatic precipitator is hot. Commonly, additional heat enters the precipitator in the form of fires caused by problems in the operation of the boiler. Exposure of the plates to excessive heat as well as other factors can cause the plates to warp or buckle. The warping or buckling of the plates destroys the uniform spacing between adjacent surfaces of adjacent plates and uniform spacing between each of the elongated electrodes and the respective adjacent plates. Thereby, the effectiveness of the precipitator in removing solid particles from a flue gas is reduced so that the precipitator has a lower capacity. Consequently, the capacity of the boiler, which produces the flue gas, must also be lowered to comply with emissions regulations. In the case of a power generation unit, as the capacity of the boiler is reduced, the capacity of a power generating system connected to the boiler is also reduced. In order to maintain an electrostatic precipitator fully effective, it is desirable to maintain the spaced plates of the precipitator in an equidistantly spaced relationship to each other and to the electrodes.
The concept of providing spacers to hold electrostatic precipitator plates apart a uniform distance is known. U.S. Pat. No. 4,007,023, issued Feb. 8, 1977, to Batza et al, entitled, "Electrostatic Precipitator With Collector-electrode Spacers", discloses a construction wherein spacers are hingedly mounted on a pivot. U.S. Pat. No. 4,478,614, issued to John A. Jonelis on Oct. 23, 1984, entitled, "Electrostatic Precipitator Construction Having Spacers" discloses a construction wherein a plurality of individual spacers are positioned between electrostatic precipitator plates. These spacers are mounted directly to the plates or installed by use of a long probe. U.S. Pat. No. 4,479,813, issued to John A. Jonelis on Oct. 30, 1984, entitled, "Electrostatic Precipitator Construction Having Ladder Bar Spacers" teaches a construction wherein a plurality of spacer devices are positioned between electrostatic precipitator plates, each device consisting of a plurality of spacers. These spacers are mounted directly, or loaded from the top or bottom of the plates as practical. It is a principal object of this invention to provide a spacer assembly for use in an electrostatic precipitator wherein the spacer assembly may be interlocked with other spacer assemblies. In this way, more than one spacer assembly is connected together thus forming one construction made up of a plurality of spacers, and connected to the stiffeners of the plates. Spacer assemblies are locked together during installation within the precipitator, thus allowing the construction to be loaded from the top or bottom of the precipitator plates with greater facility than the previous construction. The installed construction can be more readily removed than previous constructions. In addition, the weight of the installed construction aids in the straightening of the collector plates, and the installed construction can be held in tension if required to aid in straightening the plates. The present assembly can be made to add structural strength along the length of the collector plate. | 3.21875 | 3 | [
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Introduction: A Socio-Emotionally Enriched Language Education {#S1}
=============================================================
Language, as a powerful human cultural artifact, mediates our knowledge of the world, our connection to others, and our own thought and self-regulation. All these functions intervene when a person takes the role of mediator -- a very much needed helper for those who have difficulties in understanding texts, concepts or in communicating in a foreign language or culture ([@B22]).
In recent years, signs of increasingly narrow-minded attitudes, rejection of those who are different, and even tension between member states ([@B2], p. 6) have been commonplace in European societies. In this context, the notions of mediation and plurilingualism ([@B20]) have become highly relevant. This concept of mediation, based mainly on [@B28], was already included in the *Common European Framework for Languages* (CEFR) published in 2002, but it has gained a more central position within the *CEFR Companion Volume* (CERF/CV) ([@B3]), released recently. [@B20] states that this work on mediation implies a paradigm shift in the foreign language classroom, while [@B2] connect it to the urge for educational tools for processes that build up pluricultural and plurilingual competences for collaborative dialogue, leading, in turn, to the development of the acceptance of others and the removal of social inequalities.
[@B18] affirm that "Mediation involves the use of language in creating the space and conditions for communication and/or learning, in constructing and co-constructing new meaning, and/or in facilitating understanding by simplifying, elaborating, illustrating or otherwise adapting the original" (p. 87). Thus, the learning process transcends the individual sphere and enters the interactive space. As explained by Piccardo in the CEFR/CV launch conference (2018), mediation implies a dynamic process of meaning-making through "languaging" ([@B24]) and "plurilanguaging" ([@B14]; [@B21]), while creating a shared safe "third space" ([@B11]). In fact, the Council of Europe emphasizes the mediating function of schools, because educating citizens who competently act as mediators relies also on the responsibility of institutions. Mediation fosters a wide range of discourse competences relevant for language learners because they are required to rephrase, to alternate languages, and even to combine and switch genres or oral and written expressions. Thus, language resources are developed through interaction ([@B2], pp. 62--63).
However, a configuration of action-oriented learning experiences that may foster learners' and that may support teachers' awareness and predisposition toward the benefits of mediation is still needed. This is the focus of this paper: to explore how a music-mediated language learning experience (MeLLE) may affect students' motivation, students' socio-emotional development, students' foreign language competence, and students' willingness to cooperate with others. We believe that mediation as a paradigm shift in foreign language learning reinforced through musical activities provides an environment where learners maximize their socio-emotional abilities and their communicative skills.
Mediated-Foreign Language Learning Experiences {#S1.SS1}
----------------------------------------------
[@B15], p. 1) explain humans' capacity to affect other people positively or negatively through their actions. This capacity, called *agency*, is central in communication and relates to the concept of mediation. Agency means that all of those involved in the teaching and learning process -- teachers, students, parents and school staff -- can affect one another.
According to [@B26], the good language teacher in his/her role of facilitator knows "subject, methods and internal processes" (p. 144) that "generate a psychological climate that is conducive to high quality learning" (p. 147). [@B5] explain this role of facilitator through their Theory of Mediation which states that adults, parents, or teachers mediate when they prepare the content and select those stimuli that help their learners to achieve success. The term "mediated learning experiences" was originally developed by the Israeli psychologist Feuerstein who worked with traumatized youths after the Holocaust. [@B19] describes his work and affirms "When others were modifying materials for those with learning disabilities, Feuerstein chose to invest his energies in modifying those learners directly" (p. 54).
Similarly, the Council of Europe's preparatory study for the development of the CEFR/CV equates "pedagogic mediation" with successful teaching approaches, which encompass facilitating access to knowledge, collaboratively co-constructing meaning as a member of a group in a learning setting, and generating the necessary conditions by creating, organizing and controlling space for creativity ([@B18]; [@B20]). Thus, the following actions characterize pedagogic mediation: awakening students' awareness of the meaning and relevance of the task, ensuring that learners understand the purpose of the task, and monitoring to ensure that pedagogic intentions are shared in order to confirm that learners clearly know what the teacher is asking for ([@B29]). In conclusion, teachers as facilitators and mediators foster students' desire to participate in the language classroom and promote student autonomy through the teaching of meaningful techniques and strategies that encourage reflection, creativity and agency ([@B9]).
However, despite the fact that students may also act as mediators, the dynamic relationship among students of the same group is often forgotten, thus overlooking the potential that "any cognitive and affective learning can be substantially enhanced by adroit use of interpersonal and group dynamics" ([@B4], p. 2).
[@B1] endorses Feuerstein's mediated learning experiences as an approach that may spur students' predispositions toward language learning. Socio-cultural theory defines the socialization effect of language ([@B13]), where learning a language goes beyond the acquisition of isolated words to name objects or actions. In our study, MeLLEs -- which take an action-oriented approach -- learners are regarded as social agents who co-construct meaning while mobilizing their general plurilingual and pluricultural competences. In the words of the CEFR/CV, engaging in mediation activities entails that "...one is less concerned with one's own needs, ideas or expression than with those of the party or parties for whom one is mediating. One needs to have a well-oriented emotional intelligence, \[...\] empathy for the viewpoints and emotional states of other participants in the communicative situation." Particularly with regard to cross-linguistic mediation, "\[...\] this inevitably also involves social and cultural competence as well as plurilingual competence" ([@B3]).
Naturally, some individuals are more socially oriented than others ([@B16]); thus, encouraging the full development of affective factors such as empathy, respect, tolerance, leadership and cooperation capacities is pivotal in order to achieve successful language learning through mediation, where the main focus is to use language in real-life situations to collaborate with others to co-construct meanings. [@B16] ascribe the learners' social aptitude to their emotional and social skills, along with their empathy and interpersonal sensitivity. During the validation phase of their socio-emotional expertise scale (SEE), which was performed through the analysis of high-quality socio-emotional interactions, they also identified adaptability and expressivity as two relevant factors to be considered. The interactive space where social interplay occurs is constantly being reassessed by participants in communicative acts and, thus, students' cognitive, social and affective abilities may be affected by a mental filter which hinders their performance in tasks that require interaction and teamwork. Social interactions in the language learning setting may be facilitated through musical activities due to the social bonding effect of music, because "language enables articulation of what is within us, whereas music strengthens what is shared between us" ([@B12], p. 208). In this sense, several authors maintain that the incorporation into the classroom of musical material can entail a series of benefits in terms of socio-emotional expression by creating a relaxed and safe classroom atmosphere ([@B8]). [@B25] confirm that a "self-other merging" occurs while music-making, but whether this phenomenon takes place while engaging in passive listening or when viewing music videos together is yet to be determined.
A growing body of research evidence explores the complementarity of musical activities in developing both first language and additional languages, based on the reciprocal relationship between music and language as the "two sides of the human communication coin" ([@B12], p. 216). Music has been found to be useful in reinforcing the learning of languages and the student's autonomy ([@B10]), while making it a more motivating and socializing learning process. Thus, while semantically precise communication is conducted through language, music has been linked to the enhancement of social cohesion within a group, the development of interpersonal skills and community building, because "the great strength of music lies in its facilitation of social bonding and shared emotion" ([@B12], p. 217). In fact, one of the major hurdles to succeeding in learning languages is the occurrence of negative emotions when engaging in collaborative activities and when adapting to the classroom environment. Fear, insecurity and shyness, among others, limit or prevent interaction with the group in the learning environment, lessening its pedagogical value. In this sense, emotional arousal induced by familiar musical stimuli ([@B27]) could counterbalance the affective filters which constrain effective classroom communication. [@B7] assert that the use of music can be the tool that elicits fundamental positive emotions in the classroom: "Melodies and rhythm can create an attractive and enjoyable environment fostering learners' willingness to participate in the language classroom, similar to the effects on human well-being of music and songs in everyday life" (p. 362).
Despite the potential of music to boost cognitive, affective and social faculties, empirical evidence which fully defines the benefits that musical experiences furnish to adults' foreign language classroom dynamics is very scarce ([@B17]; [@B6]). Because language learning is a multifarious activity which draws on the learner's cognitive, social and affective competences, we hypothesize that music could take on a role as mediator, enhancing motivation and positive emotions, which in turn stimulate the deepening and widening of language learning skills.
Aims {#S1.SS2}
----
The purpose of this study is to determine the effects of a classroom-based educational intervention conducted over a 4-week period, designed to mobilize textual and communication-based mediation strategies as well as to further the development of socio-emotional finesse by adult language learners, thus expanding their affective skills and bolstering the relations with their peers within the classroom setting. In order to do so, a music-MeLLE designed to exploit adult language learners' mediation skills was conceived, placing students in plurilingual classes in the central role of mediators.
Although the role of the teacher as a facilitator of the MeLLE is pivotal and merits further consideration, the scope of the present study is restricted to exploring how this experience influences learners' mediation competences and socio-emotional expertise.
Research Questions {#S1.SS3}
------------------
1. Does a MeLLE affect learners' perceptions of their socio-emotional and mediation abilities?
2. Do learners' perceptions of their socio-emotional expertise and mediation competences differ according to their proficiency level?
3. Are there differences in the outcome of the intervention based on the number of foreign languages spoken by learners?
4. Does the student's socio-emotional profile relate to their mediation competences after intervention?
5. How do learners value the music-MeLLE?
Materials and Methods {#S2}
=====================
Participants {#S2.SS1}
------------
The participants were adult students who were enrolled in an intensive English language course during the 2018--2019 academic year at a language school.
In order to measure the effects of the intervention, a pre--post approach was adopted for a sample of 44 students (65.9% female, 34.1% male) of different nationalities: 36 Spaniards (81.8%) and 18.2% (*n* = 8) from other countries (3 Latvian, 2 Turkish, 1 French, 1 Mexican, and 1 Slovak). Their level of competence in English fluctuated from A2 to C1 levels. Most of them had an A2 level (40.9%, *n* = 18); 14 students belonged to the B1--B2 level group (31.8%), while the remaining 27.3% (*n* = 12) had a C1 level. Research participants were multilingual: 43.2% (*n* = 19) spoke two languages, 31.8% (*n* = 14) three, and 25% (*n* = 11) more than three.
Instruments and Data Collection {#S2.SS2}
-------------------------------
### Socio-Emotional Expertise Scale ([@B16]) {#S2.SS2.SSS1}
The concept of SEE encapsulates an array of specific cognitive abilities which are relevant to successfully navigating social environments, among which the timing and synchrony of behaviors that support overall social-emotional ability are paramount. The descriptors which comprise the SEE are designed to determine the prevalence of two factors -- adaptability and expressivity -- in the respondents' psychological and societal repertoires. The descriptors contributing to each factor construe the students' ability to adequately engage in social interactions and their ability to competently convey affect and ideas to their peers, respectively. Following [@B16], the items pertaining to "adaptability" appraise the respondent's ability to adjust to a variety of social and emotional interpersonal situations; the construct of "expressivity," on the other hand, reflects the individual's ability to convey emotion to others.
### CEFR/CV Mediation Descriptor Scales ([@B3]) {#S2.SS2.SSS2}
A2--B2 level-differentiated self-assessment scales with mediation descriptors were developed for collecting data regarding the students' mediation skills and strategies before and after the classroom experience. Relevant descriptors from the CEFR/CV Mediation Descriptor Scales (MDS) were selected and customized to conform to the research aims of the intervention and to the linguistic competence of the participants. In the analysis, the descriptors were divided into two categories: textual mediation and communication-based mediation. For the purposes of this study, textual mediation focuses on learners' ability to make the information contained in oral or written texts accessible to others, while communication-based descriptors measure skills mobilized in order to avoid misunderstandings when communication exchanges take place and interaction with others is required.
Procedure {#S2.SS3}
---------
First, a music-MeLLE with action-oriented tasks entitled "Plurilingual Songs for Language Learners" was designed. The tasks included require textual and communication-based mediation. Second, the SEE test and the MDS were administered ([Figure 1](#F1){ref-type="fig"}). Permission from principals to carry out the project was requested, and the teachers and students were informed beforehand of the project so that they could express their willingness to participate.
{#F1}
The initial data collection took place in the middle of the second trimester and it was completed again approximately 4 weeks later, once the participants had completed the allotted activities. In order to achieve the set aims, a batch of tasks encompassing music preference and perception and understanding of emotions were proposed. After being informed about the purpose of the study and the tasks they had to complete, the students were asked to cooperatively conduct an analysis of popular music videos of their choice, examining both the visual cues and the lyrics of the songs, and to infer the figurative meaning of the textual elements.
In session one, a modern music video was selected for its visual narrative script and its potential to trigger discussion with the purpose of modeling the activity. A description of its audio-visual and textual elements was elicited from the session. Subsequently, the students were organized into working groups to which different songs were assigned. They were asked to replicate the analysis, focusing on words or expressions connected to feelings and figurative language. As an independent study task, the students looked for examples of songs whose lyrics depict different emotional states; they subsequently brought their lyrics to the next session.
In session two, using the lyrics contributed by the team members, the groups collected examples of vocabulary, idiomatic expressions and metaphors used to articulate feelings. In a whole-class discussion, each group shared and compared their findings with their classmates. Recurrent themes and stereotypes across the examined songs were identified. Back in their working groups, the students were asked to list the features that quality songs should have.
In session three, the students reflected on the importance of deciphering the messages which are implicitly conveyed in popular music videos. Subsequently, they considered the music media consumption choices of youngsters nowadays and the impact that the exposure to certain topics might have on young people's development, as well as what alternative messages they would like to direct toward adolescents today. The groups were encouraged to discuss how they could use the typical features of songs and music videos to get educational messages across.
As a culminating task, the students were requested to post a blog entry recommending songs which carry positive messages or songs which can help to develop the linguistic competence of foreign language learners. Messages that students produced nominating the best songs for learning foreign languages were required to identify the elements which made those songs stand out for such a purpose. A model for a blog post was provided and comments were included which identified parts, style and features; time was allotted for the students to work on a draft of the text they intended to post online.
Once their texts were complete, they went through a peer editing process and received feedback based on a peer-assessment checklist provided by the teacher. Special emphasis was placed on the register and appropriateness of the reported observation messages, thus honing the affect-related processes that underlie desirable social behavior. When the production of the texts was complete, the students shared their posts on a blog administered by the teacher and were encouraged to post comments about their fellow classmates' entries.
Students were also asked to fill in the SEE and MDS in view of their music-MeLLE. Finally, a sample of twelve students was re-contacted to partake in a focus group interview, in order to value the mediated experience and supplement the information obtained during the previous quantitative research phase.
Data Analysis {#S2.SS4}
-------------
A mixed method was used to analyze all data obtained.
The statistical analysis includes a univariate descriptive analysis of target study variables to inform the description of the variables in the sample. Non-parametric tests were used, given the non-normality of the variables under study determined by the Shapiro--Wilk and Kolmogorov--Smirnov tests. To ascertain the possible effect of the linguistic proficiency level of the subjects on the test results, the Kruskal--Wallis *H* test for pre- and post-test variables was carried out. The Mann--Whitney *U* test was used to identify the proficiency level groups among which such a difference existed. For the contrast between pre- and post-test moments, and given the non-normality mentioned above, the non-parametric Wilcoxon test was carried out. Finally, a correlation analysis based on Spearman's Rho was performed.
This quantitative analysis was completed using a qualitative, thematic analysis which revealed students' evaluation of the learning experience.
Results {#S3}
=======
Between the pre- and post-test periods, the response rate remained invariant. In the post-test, fully completed questionnaires were received from 44 students. Descriptive variables were calculated, disaggregated both globally and by gender, and a pre--post comparison was carried out using the Wilcoxon signed rank test, which rendered significant differences in the pre- and post-scores of overall mediation (*W* = −2.197, *p* = 0.028) and the pre- and post-scores of textual mediation (*W* = −3.341, *p* = 0.001). No significant differences were observed in the pre--post socio-emotional variables or in the pre--post communication-based mediation variables ([Table 1](#T1){ref-type="table"}).
######
Target study variables mean scores (SD) and pre--post differences.
**Total sample** **Male** **Female** **Wilcoxon test** ***p***
------------------------------------ ------------------ --------------- --------------- ------------------- -----------
Pre-socio-emotional expertise 90.34 (13.03) 90.40 (11.02) 90.31 (14.15) --0.393 0.695
Post-socio-emotional expertise 92.09 (1.25) 90.93 (10.73) 92.69 (10.14)
Pre-adaptability score 57.52 (8.98) 57.73 (7.90) 57.41 (9.63) --0.091 0.928
Post-adaptability score 58.41 (6.26) 57.80 (7.17) 58.72 (5.85)
Pre-expressivity score 32.82 (4.97) 32.67 (3.98) 32.90 (5.48) --0.802 0.423
Post-expressivity score 33.68 (4.93) 33.13 (4.56) 33.97 (5.16)
Overall mediation pre 78.11 (15.30) 74.11 (15.48) 80.25 (15.04) −2.197^a^ 0.028^∗^
Overall mediation post 81.70 (16.45) 79.57 (16.05) 82.88 (16.84)
Pre-textual mediation 72.67 (19.34) 68.16 (19.04) 75.08 (19.41) −3.341^a^ 0.001^∗∗^
Post-textual mediation 83.17 (15.74) 86.20 (13.33) 81.49 (16.93)
Pre-communication-based mediation 80.60 (15.64) 76.31 (17.08) 82.98 (14.57) --0.235 0.814
Post-communication-based mediation 79.63 (18.50) 76.15 (20.86) 81.64 (17.11)
a
Based on negative ranks (H
0
: POST \< PRE).
∗
Differences were significant at the 0.05 level (2-tailed).
∗∗
Differences were significant at the 0.01 level (2-tailed).
With respect to the comparison of results according to CEFR proficiency levels, there were also significant differences in overall mediation scores (KW = 15.411, *p* \< 0.01) and textual mediation (KW = 29.827, *p* \< 0.01) in its pre-moment, but there were no significant differences observed which were attributable to proficiency levels in the post-intervention nor in the rest of variables in both moments. For both variables, differences were found between the level of competence A and levels B and C; there were no differences between levels B and C. Regarding the pre--post contrast differentiated for each of the CEFR levels, significant differences were only observed in Level A for textual mediation (*W* = −3.245, *p* \< 0.01) ([Table 2](#T2){ref-type="table"}).
######
Contrasts according to CEFR proficiency levels.
**CEFR A^c^** **CEFR B^c^** **CEFR C^c^**
------------------------------------ ----------- ----------- --------------- --------------- --------------- ------- --------- -------
Pre-adaptability score 0.632^a^ 0.729 --0.683 0.495 --1.508 0.132 --1.061 0.288
Post-adaptability score 2.368^a^ 0.306
Pre-expressivity score 3.542^a^ 0.170 --1.092 0.275 --0.566 0.571 --0.903 0.366
Post-expressivity score 3.421^a^ 0.181
Pre-socio-emotional expertise 1.487^a^ 0.475 --1.090 0.276 --1.365 0.172 --1.020 0.308
Post-socio-emotional expertise 2.682^a^ 0.262
Pre-textual mediation 29.827^a^ 0.000^∗∗^ --3.245 0.001^∗∗^ --0.665 0.506 --1.011 0.312
A--B 0.500^b^ 0.000^∗∗^
A--C 4.000^b^ 0.000^∗∗^
B--C 59.000^b^ 0.321
Post-textual mediation 4.988^a^ 0.083
Pre-communication-based mediation 2.617^a^ 0.270 --1.336 0.181 --1.379 0.168 --0.059 0.953
Post-communication-based mediation 5.086^a^ 0.079
Overall mediation pre 15.411^a^ 0.000^∗∗^ --1.327 0.185 --1.119 0.263 --0.222 0.824
A--B 47.500^b^ 0.003^∗∗^
A--C 21.000^b^ 0.000^∗∗^
B--C 63.500^b^ 0.459
Overall mediation post 5.367^a^ 0.068
a
Kruskal--Wallis test.
b
Mann--Whitney
U
, not corrected for ties.
c
Wilcoxon signed ranks test.
∗∗
Differences were significant at the 0.01 level (2-tailed).
When conducting pre--post intervention contrasts according to the number of languages spoken by the subjects under study, there were significant differences in textual mediation in learners who speak two languages (Zw = −2.788, *p* \< 0.01) and in those speaking three languages (Zw = −2.040, *p* = 0.041), with no differences observed in students who speak more than three languages or for the rest of the variables under study ([Table 3](#T3){ref-type="table"}).
######
Wilcoxon signed ranks test pre--post based on number of languages spoken.
**2 Langs** **3 Langs** **+3 Langs**
----------------------------------------- ------------- ------------- -------------- ----------- -------- -------
Pre--post adaptability score −1.265 0.206 −0.910 0.363 −1.070 0.285
Pre--post expressivity score −0.262 0.793 −0.315 0.752 −1.607 0.108
Pre--post socio-emotional expertise −1.148 0.251 −0.816 0.414 −1.376 0.169
Pre--post textual mediation −2.788 0.005^∗∗^ −2.040 0.041^∗^ −0.153 0.878
Pre--post communication-based mediation −0.840 0.401 −0.051 0.959 −0.771 0.441
Pre--post overall mediation −1.155 0.248 −1.570 0.116 −0.890 0.374
Based on negative ranks (H
0
: POST \< PRE).
∗
Differences were significant at the 0.05 level (2-tailed).
∗∗
Differences were significant at the 0.01 level (2-tailed).
Finally, the relational study between the general scores in mediation, and the general and differentiated variables of socio-emotional skills after the intervention revealed a significant relationship between the general mediation and socio-emotional scores (ρ = 0.409, *p* \< 0.01). When the general socio-emotional variable was disaggregated into its components of adaptability and expressivity, we only found a significant relationship between the overall mediation score and the expressivity score (ρ = 0.465, *p* \< 0.01) ([Table 4](#T4){ref-type="table"}).
######
Spearman's rho correlations between target variables.
**Overall mediation post**
-------------------------------- ----- ----------------------------
Post-socio-emotional expertise ρ 0.409^∗∗^
*p* 0.007
*N* 42
Post-adaptability score ρ 0.246
*p* 0.116
*N* 42
Post-expressivity score ρ 0.465^∗∗^
*p* 0.002
*N* 42
∗∗
Correlation is significant at the 0.01 level (2-tailed).
Qualitative Findings {#S4}
====================
In order to better understand the perceptions of the participants, a focus group interview was conducted. Twelve students were selected so that language proficiency levels would be equally represented; the Spanish and foreign ratio was balanced. They were invited to talk about their classroom experiences: what they had liked the most and what they least minded about the collaborative approach taken in this intervention, whether they favored further use of musical media to inspire their language learning, and whether they had become aware of anything new about themselves.
A thematic analysis of the students' responses was made by applying a four-step process to synthesize the data. Two of the authors independently reviewed the focus group transcript and identified recurring themes mentioned by participants. Then, the script was coded and the informative extracts were transferred to an *ad hoc* designed data extraction sheet. Finally, themes were grouped into two categories ([Tables 5](#T5){ref-type="table"}, [6](#T6){ref-type="table"}), subdivided into four key concepts: (1) music as a plurilingual and pluricultural mediator; (2) musical activation of agency and positive emotions; (3) teamwork as a valuable and enjoyable experience; and (4) flexibility and coping with uncertainty.
######
Students' views on the music-mediated experience.
**Music as a plurilingual and pluricultural mediator**
-------------------------------------------------------- -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
"...trends in current music videos, fashions, everything we have discussed in class, gender equality, social critique, anti-sexist movements, those topics are present in music now more than ever before."
"The chance of finding out how people from other cultures process information is great."
"The forms of society and lifestyle are changing; in some countries they develop and change before they do in others and it is through music that young people are coming to learn about those changes."
"Music inoculates people with these messages (of cultural change)"
"I am now also wiser in terms of dealing and understanding Spanish culture's mindset."
**Musical activation of agency and positive emotions**
"We have been able to describe the different songs that each of us contributed and to examine what they conveyed."
"Choosing the song, talking about feelings and so on, and writing the text interpreting the author's intention was interesting."
"We like to find the emotions, what the lyrics want to express. As it is another language, they are expressed differently, the translations cannot be done literally, the language is figurative."
"(In class) We worked to recognize the emotions and what they meant to us."
######
Students' views on the progress of their interpersonal dimension.
**Teamwork as a valuable and enjoyable experience**
----------------------------------------------------- ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
"We learn more together because we exchange knowledge."
"When one of us had difficulties in understanding something or was not sure on what to do, we would take the time to explain and help them in order for everyone to be on the same page."
"Because we had to speak and explain the matter as clear as possible in a language that was not our mother tongue -- this way all my partners and I experienced the importance of speech in language learning and its impact on the different reactions of my classmates."
"It was nice to get to work with people that I had never met and with an Erasmus student, as I do not get that opportunity very often."
"Working as a team was very enjoyable, mainly because we were very organized and distributed the tasks evenly, everyone in the group knew what they had to do and did it to the best of their abilities."
"Working in a team has always been challenging for me, as I love doing things independently. You never know if you can fully count on people, especially on the ones you do not know."
**Flexibility and coping with uncertainty**
"I was dazed, for we had never had classes like this before."
"Initially I felt slightly uncomfortable, and also baffled because I didn't know which song to select."
We sometimes have had some different thoughts about how to carry out the project, but at the end we always reached a common agreement."
"The problem with English was a barrier as well. Our levels ranged from B1 to C1 and that level gap was a huge problem when explaining our ideas, so we helped each other."
"It has been a challenge because we are not used to doing teamwork activities, and I still have a lot to learn."
"I enjoyed the discussions because everyone had their own opinion that only meant that we care about the result and it only made the ideas more thought through."
"Each group leader should give directions to the members of the group \[...\] Otherwise, the other members of the group would be distracted even by a single person who did not perform what was asked of them. Unfortunately, this is what we experienced."
Analyzing the audio-visual narratives of music videos produced in different countries led to a better understanding of some traits of the target culture, and some reflections also made evident the awakening of the students' pluricultural and plurilingual competences. Several students highlighted the opportunity to showcase their work, as well as to access their classmates' contributions and provide feedback:
1. "I think the most interesting thing was networking with other communities in other countries. That was the most powerful part. Because, after all, posting something on the Internet is easy, but it doesn't always allow you to connect with someone who is studying English out there." (Luis B.)
```{=html}
<!-- -->
```
1. "Posting our blog entry, seeing our final product online and getting to read what the rest of my classmates have produced, reading everyone's posts and seeing how our own blog was taking shape was really cool." (José Ignacio C.)
In general terms, students valued collaborative work as a rewarding and enriching experience. Some of them even openly expressed what they considered to be successful teamwork practices. Conversely, they were displeased when one team member failed to contribute equally to the collective effort; this was the main reason for their reluctance to work with others. On the whole, their reflections show that they were willing to collaborate with others in order to attain the final result. This implies that they managed to join forces to co-construct meaning, to understand new concepts and to access information. That is, they actively assumed the role of mediators. Related to this, students also considered that working with students from other nationalities was an enriching experience which could help them improve their language skills.
A significant number of interviewees reported having felt confused or overwhelmed during the initial stages of implementation of the lesson plan due to a lack of familiarity with the approach. However, they showed awareness of the importance of overcoming uncertainty when interacting with others and of the transferability of the skills acquired to everyday life situations. In their view, striving to come to an agreement in order to achieve a shared goal will be commonplace in the different contexts that they will encounter in their professional careers and personal lives. Consequently, students also felt proud of their ability to overcome the difficulties they had encountered during the learning experience. On the other hand, learners showed concern about difficulties met which had not been easily solved. They also expressed their need to further learn how to handle critical situations, similar to those experienced in teamwork.
Regarding this last issue, on one occasion the students complained to the teachers about the uncooperative attitude of one of their team members. When asked whether they had raised the issue and discussed it, they reported that they did not want to stir up a conflict with that person. It seemed that they were unsure about how to address the problem.
Finally, according to the learners' self-reported perceptions, music-MeLLEs seem to give prominence to reciprocity and negotiation of goals and outcomes, as set out by the teacher and pursued by the learners. They acknowledged the sense of practicality of this musical MeLLE because it is rooted in reality, in the immediate context of the students. In the adult education context, learners are often notably goal-oriented. The students also acknowledged the integration of diversified activities in its design, which they considered to be adaptable to different levels of complexity and well sequenced, with increasing difficulty to challenge and engage them.
Discussion and Conclusion {#S5}
=========================
All the different research questions have been addressed by our study. The main aim of our study was to explore whether a music-MeLLE could potentially affect students' awareness of their socio-emotional and mediation skills while learning foreign languages. The most obvious finding to emerge from the analysis is that the MeLLE had an impact on students' awareness of their mediation skills, more significantly of their textual mediation skills.
The next question in this study sought to determine the co-dependency of language proficiency level and mediation skills. Prior to the intervention, overall and textual mediation competences were underdeveloped or overlooked by students with lower levels of CEFR proficiency, whereas students with an intermediate or advanced command of English displayed a sound knowledge of their mediation skills and strategies. This seems to indicate that once an intermediate level of proficiency is reached in the foreign language, trainees feel more capable of mediating a text. A possible explanation for these results may be the lack of cross-cultural communication encounters undertaken by students at the initial stages of foreign language acquisition, as compared with a greater exposure to speakers of other languages that learners experience during subsequent years of language learning. However, after the intervention presented in this study, those differences between language proficiency groups were no longer observable, because the learning experience triggered a noteworthy increase in textual mediation scores as well as in overall mediation measures of the least proficient students. This might imply that the MeLLE assisted in making visible the usefulness of pre-existing cultural and language resources and gave the learners a sense of confidence to manage intercommunity relations ([@B2]).
As far as the number of foreign languages spoken is concerned, the data obtained shows that students who speak three languages outperformed, in textual mediation activities, their peers who spoke two languages. However, on the question of whether the number of languages spoken by the learners influenced the outcome of the intervention, it seems that the MeLLE benefits most those students who speak only one foreign language. This result may be explained by the fact that those who speak more foreign languages feel that their textual mediation competences have reached their full potential. The knowledge of at least two foreign languages seems to favor the natural development of text mediation skills. Hence, the adoption of a plurilingual take on language education, which focuses on pursuing the learners' personal development, self-awareness, linguistic and critical awareness, and interculturality ([@B22]) is supported. The results obtained also suggest that similar interventions could probably offset the shortcomings of monolingual and bilingual education programs. Thus, in contexts in which implementing plurilingual teaching approaches is not feasible, interventions based on MeLLE would possibly parallel the students' perceptions of their mediation skills with those of more linguistically diversified, accomplished students.
However, the most remarkable result derived from the statistical data analyzed is the highly significant correlation between overall mediation competence and socio-emotional expertise. Therefore, our MeLLE affected students' awareness of their role as agents in interpersonal communication and this awareness linked to learners' socio-emotional portraits. When examining separately the two contributing factors of learners' socio-emotional profiles, expressivity and adaptability, it was the former that resulted in a more significant correlation. Because expressivity has been defined as "the ability to successfully convey affect and ideas to other people" ([@B16], p. 1), this could further indicate the benefits of adopting MeLLE in the language classroom.
Additional advantages of MeLLE are highlighted by the qualitative results collected during the focus group interview. The students' documented perceptions when exposed to the music-MeLLE seem to endorse the suitability of this approach to induce a measurable improvement of their wellbeing and a positive language learning setting, as well as to raise learners' awareness of their role as social agents within the communicative act. By the end of the intervention program, the students were familiar with the concept of mediation and had got used to working collaboratively. Students showed enthusiasm during teamwork tasks and they were able to show flexibility by overcoming the difficulties encountered. Besides, the students reported that these types of activities made them conscious of their own learning process. They recognized the importance of active listening, respecting everyone's opinions, and taking on an agentic role by providing feedback to the work of their peers. Moreover, they were satisfied with the common effort to find a shared language and to succeed in the tasks. However, they also demonstrated their need to learn more about how to manage personal accountability for the tasks assigned to each team member. Driven by the above-mentioned benefits, they were willing to engage in MeLLE in the future.
As for the role of music, the qualitative findings obtained in our focus group interviews appear to be consistent with the idea that songs can evoke positive emotions in the foreign language classroom ([@B7]). In this sense, learners highlighted the motivating potential of working with music of their choosing and sieving through familiar lyrics, discovering messages and emotional states expressed therein. These findings seem to correlate favorably with the studies conducted by [@B27] and further support the idea that familiarity with self-selected music may amplify the benefits of music-based classroom activities. Similarly, the interviewees reported a renewed feeling of group conscience and sense of belonging brought about by the musical input, which is coherent with the bonding effect mentioned by [@B25] and [@B12].
The results recorded so far highlight the appropriateness of introducing these types of music-mediated experiences to the language classroom in order to improve students' development of mediation skills, awareness of their socio-emotional skills and of other people's perspectives or intentions ([@B23]). By developing empathy toward others and social cognition, explaining and predicting other people's behavior, language learners become more socio-emotionally oriented and prepared to narrow intercultural gaps and social inequalities.
Limitations and Future Research {#S6}
===============================
The tentative results of this study suggest the need to carry out a broader longitudinal study over an extended period of time to empirically confirm the effects of this type of pedagogic intervention on foreign language adult learners.
Data Availability Statement {#S7}
===========================
The datasets generated for this study are available on request to the corresponding author.
Ethics Statement {#S8}
================
Ethical review and approval was not required for the study on human participants in accordance with the local legislation and institutional requirements. The patients/participants provided their written informed consent to participate in this study.
Author Contributions {#S9}
====================
MF-M: conceptualization, investigation, and funding acquisition. FM: methodology and formal analysis. EC-B, AF-C, FM, and MF-M: writing -- original draft. EC-B, AF-C, and MF-M: writing -- review and editing.
Conflict of Interest {#conf1}
====================
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
**Funding.** This study was supported by the R + D project "Musical aptitude, reading fluency and intercultural literacy of European university students" (FFI2016-75452-R), funded by the Spanish Ministerio de Economía, Industria y Competitividad.
[^1]: Edited by: Xinjie Chen, Stanford University, United States
[^2]: Reviewed by: Alberto Cabedo-Mas, Universitat Jaume I, Spain; Mari Tervaniemi, University of Helsinki, Finland; Enrica Piccardo, OISE-University of Toronto, Canada
[^3]: This article was submitted to Language Sciences, a section of the journal Frontiers in Psychology
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1. Introduction {#sec0005}
===============
It has been established that water with good quality produces healthier humans than one with poor quality [@bib0005]. Water quality is essentially determined by its physical, chemical as well as microbiological characteristics [@bib0010]. Such water should be palatable, oxygenated, colorless, odorless, and free from harmful organisms and salts of heavy metals. However, the quality of water, both for drinking and other uses deteriorates due to inadequacy of treatment plants, direct discharge of untreated sewage into rivers and stream in addition to inefficient management of piped water distribution system [@bib0015]. This therefore has serious health implications for the users.
The ability to control the quality of water is based on routine tests, the results of which are compared with established standards*.* Chemical and microbial analysis can thus give an idea of the possibility of water being polluted, the extent of its pollution and the possibility of it containing pathogenic micro-organisms [@bib0020], [@bib0025].
In the chemical analysis of water, the major parameters commonly analyzed for include: Ca^2+^, Mg^2+^, CO~3~^2−^, SO~4~^2−^, total hardness as CaCO~3~, Mg-hardness, as well as minor ions such as: Fe^2+^, Fe^3+^, NO~3~, NH~3~ (Nitrate and Ammonia) and Nitrogen. These ions are important parameters because of their sensitive effects on human health [@bib0030].
In Michael Okpara University of Agriculture, Umudike, Nigeria and surrounding environments, table water of different brands is commercially hawked by vendors. To the best of our knowledge, there is no scientific documentation on the quality of these water samples. The fact that there have been occasional reports of food poisoning among people residing within the study area underscores the need for analysis of these water samples.
In order to ensure that these water samples do not contain contaminants that exceed the health based standards as stipulated by APHA [@bib0020], WHO [@bib0050], [@bib0055] and NIS [@bib0060] thereby indicating health risk for the consumer, this study was set up to investigate the physicochemical properties of these water samples.
2. Materials and methods {#sec0010}
========================
The water samples that were used for the experiment were randomly collected from three branded table water samples- MOUAU table water, Aqua table water and Mowo table water commercially sold in Umudike environment.
3. Sampling procedures and analysis {#sec0015}
===================================
The chemical analysis of the water samples was carried out at the Chemistry Laboratory of National Root Crops Research Institute, Umudike, Umuahia, Abia State, Nigeria. Analysis was done approximately 24 h after collection of the samples.
4. Physicochemical analysis {#sec0020}
===========================
The pH of the water samples was determined using a pH meter (Hana 211), the Brucine method [@bib0035] was used for determination of nitrates, the Mohr's argentometric titration method [@bib0040] was used for the determination of chlorides, measurement of turbidity was carried out using a turbidity meter, the Winkler method with azide modification [@bib0020] was used for the determination of dissolved oxygen, total hardness was determined using the EDTA titrimetric method [@bib0020], the gravimetric method was used for the determination of total dissolved solids (TDS) and total suspended solids (TSS), the Winkler method [@bib0020] was used in the determination of the biochemical oxygen demand (BOD), ammonium nitrogen (NH~3~-N) was determined using a spectrophotometer [@bib0045], Na and K were determined using a flame photometer, Ca was determined using an atomic absorption spectrophotometer (Analyst 200, PerkinElmer, Waltham, MA, USA) while Mg was determined using the EDTA titrimetric method [@bib0040]. All chemicals used were of analytical grade.
5. Statistical analysis {#sec0025}
=======================
The statistical package for social sciences (SPSS Inc., Chicago, IL, USA), version 17.0 was used to analyze all data. Results are presented as means ± standard deviation. One-way analysis of variance (ANOVA) was used for comparison of means. Differences between means were considered to be significant when *p *\< 0.05.
6. Results {#sec0030}
==========
The standard for drinking water as given by WHO [@bib0050], [@bib0055], NIS [@bib0060] and APHA [@bib0020] is shown in [Table 1](#tbl0005){ref-type="table"}.Table 1Maximum permissible limits of drinking water quality.GroupsAPHAWHONISpH6.5--8.56.5--8.56.5--8.5Chlorides (mg/L)250200250Turbidity (NTU)1010Total hardness (as CaCO~3~) (mg/L)--500150Calcium (mg/L)--200200Sulphate (mg/L)--400400Sodium (mg/L)----200Nitrate (NO~3~) (mg/L)--50NRNH~3~-N (mg/L)--1.5--Magnesium (mg/L)--1500.2Dissolved solids (mg/L)--2000500Suspended solids (mg/L)--150150[^1]
While the pH of MOUAU water was significantly higher (*p *\< 0.05) than MOWA water, it did not differ significantly (*p *\> 0.05) from that of AQUA water ([Table 2a](#tbl0010){ref-type="table"}).Table 2aPhysicochemical properties of water samples (mg/L).GroupspHTDSBODTotal hardnessDissolved oxygenMOUA6.95 ± 0.10^b^270 ± 0.28^a^14.3 ± 2.41^a^9.30 ± 1.27^a^3.08 ± 0.91^c^AQUA6.81 ± 0.01^ab^501 ± 1.91^b^8.84 ± 3.20^a^23.0 ± 1.63^b^1.89 ± 0.67^a^MOWA6.15 ± 0.35^a^505 ± 0.99^b^15.2 ± 3.30^a^41.3 ± 0.64^c^2.67 ± 0.02^b^[^2]
Whereas the TDS of AQUA and MOUAU water samples did not differ significantly from each other (*p *\> 0.05) ([Table 2a](#tbl0010){ref-type="table"}), they were significantly higher (*p* \< 0.05) than that of MOUAU water.
There were no significant differences (*p *\> 0.05) in the levels of BOD in the three different brands of water samples investigated ([Table 2a](#tbl0010){ref-type="table"}).
In terms of total hardness, while AQUA water contained significantly higher levels (*p *\< 0.05) compared with other water samples studied, MOUAU water had the least ([Table 2a](#tbl0010){ref-type="table"}).
MOUAU water sample contained significantly higher levels (*p *\< 0.05) of dissolved oxygen (DO) compared with other water samples studied, AQUA water had the least ([Table 2a](#tbl0010){ref-type="table"}).
While the chloride levels of AQUA and MOWA water samples did not differ significantly from each other (*p *\> 0.05), they were significantly lower (*p *\< 0.05) than that of MOUAU water ([Table 2b](#tbl0015){ref-type="table"}).Table 2bPhysicochemical contents of water sources (mg/L).GroupsCl^−^NO~3~^−^NH~3~-NTurbidityTSSMOUAU180 ± 3.47^b^10.5 ± 4.95^a^2.8 ± 0.0^a^0.9 ± 0.1^a^27.8 ± 7.5^a^AQUA35.2 ± 5.23^a^26.8 ± 1.77^b^4.2 ± 0.0^b^0.65 ± 0.1^a^19.5 ± 6.0^b^MOWA38.8 ± 0.07^a^9.1 ± 0.99^a^2.1 ± 9.8^a^0.90 ± 0.0^a^34.1 ± 4.90^c^[^3]
Whereas the nitrate and NH~3~-N levels in MOUAU and MOWA water samples did not differ significantly from each other (*p *\> 0.05), they were significantly lower (*p *\< 0.05) than that of AQUA water ([Table 2b](#tbl0015){ref-type="table"}).
As shown in [Table 2b](#tbl0015){ref-type="table"}, the turbidity of these water samples ranged from 0.54 to 1.04 NTU. There were no significant differences (*p *\> 0.05) in the turbidity of all the water samples studied.
In terms of TSS, MOWA water contained significantly higher levels (*p *\< 0.05) compared other brands of water samples investigated ([Table 2b](#tbl0015){ref-type="table"}).
The Ca contents of AQUA and MOWA water samples did not differ significantly from each other (*p *\> 0.05) but were significantly lower (*p *\< 0.05) than MOUAU water sample ([Table 3](#tbl0020){ref-type="table"}).Table 3Mineral contents of water sources.GroupsCa^2+^Mg^2+^Na^+^K^+^MOUAU28.1 ± 0.0^b^8.40 ± 1.9^a^3.05 ± 0.4^a^1.54 ± 0.1^a^AQUA22.1 ± 2.9^a^12.20 ± 0.0^ab^2.65 ± 0.1^a^1.90 ± 0.1^a^MOWA19.6 ± 0.6^a^13.15 ± 1.3^b^2.38 ± 0.1^a^2.60 ± 0.2^b^[^4]
The Mg contents of AQUA and MOWA water samples did not differ (*p *\> 0.05) from each other while the Mg contents of MOWA water significantly lower (*p *\< 0.05) than MOUAU water ([Table 3](#tbl0020){ref-type="table"}).
There were no significant differences (*p *\> 0.05) in the Na contents of all the water samples studied ([Table 3](#tbl0020){ref-type="table"}).
MOWA water contained significantly higher (*p *\< 0.05) levels of K compared with other water samples studied while the K contents of MOUAU and AQUA water samples were not significantly different (*p *\> 0.05) ([Table 3](#tbl0020){ref-type="table"}).
There was a significant positive correlation between turbidity, BOD and TSS of the water samples (*r *= 0.815 to 0.868; *p *\< 0.01; [Table 4](#tbl0025){ref-type="table"})Table 4Pearson correlation between water quality parameters.Biochemical oxygen demandTotal soluble solidsTurbidity0.868[\*\*](#tblfn0005){ref-type="table-fn"}0.815[\*\*](#tblfn0005){ref-type="table-fn"}Total soluble solids0.862[\*\*](#tblfn0005){ref-type="table-fn"}[^5]
7. Discussion {#sec0035}
=============
Results obtained indicate that the pH of MOUAU and AQUA water samples were within the permissible levels given by WHO [@bib0050], [@bib0055], NIS [@bib0060] and APHA [@bib0020], respectively, while the pH of MOWA water was lower than the permissible levels. The observed low pH may be due to uptake of CO~2~ from the air and or temperature deviations in the sample and as such, may not pose any significant health risk.
Total dissolved solid is a good indicator of dissolved ions in water [@bib0065], [@bib0070]. The study showed that while the TDS in MOUAU water samples fell within the permissible ranges given by WHO and NIS, the levels found in AQUA and MOWA water samples were higher than the permissible range given by NIS but within the permissible range given by WHO [@bib0050], [@bib0055].
Biochemical oxygen demand (BOD) is the amount of dissolved oxygen needed by aerobic biological organisms in a body of water. BOD is widely used as an indicator of the organic quality of water [@bib0075]. The criteria for BOD in drinking water were given to be 4 mg/L [@bib0080]. Values obtained for these water samples were lower than this reference range.
Hardness is defined as the sum of calcium and magnesium concentrations and is a measure of the capacity of water to form lather with soap. Although AQUA water contained higher levels of these ions compared with other brands of water investigated, values obtained for these water samples which were lower than the permissible ranges given by WHO and NIS, suggest that these water samples are not hard.
Dissolved oxygen (DO) measures the amount of oxygen dissolved in an aqueous solution [@bib0085]. Adequate dissolved oxygen is necessary for good water quality. The criteria for DO in drinking water were given to be 4 mg/L [@bib0080]. Although MOUAU water contained higher levels of DO compared with other brands of water samples investigated, values obtained for all the brands of water samples were lower than this reference range.
Chloride is an inorganic compound resulting from the combination of chlorine with metal. Some common chlorides include sodium chloride (NaCl) and magnesium chloride (MgCl~2~). Environmental impact of chlorides is not usually harmful to human health; however, the sodium part of sodium chloride has been linked to heart and kidney diseases [@bib0085]. Public drinking water standards require chloride level not to exceed 250 mg/L [@bib0085]. Furthermore, the chloride levels in these brands of water samples were within the permissible ranges given by WHO, USEPA and NIS, respectively.
High level of nitrate in drinking water due to excessive use of agriculture fertilizers or domestic wastes has become a serious problem as it has been implicated in some disease conditions [@bib0085]. Values obtained for these water samples were within the permissible range (50 mg/L) given by WHO.
Ammonium nitrogen is an inorganic pollutant of water, formed at low concentration through nitrogen mineralization process from organic matter. The presence of NH~3~-N can affect the taste and odor of water and also carries some health risks to humans. Results obtained for NH~3~-N in these water samples, which values were higher than the reference range given by WHO, calls for serious checks on the processes of production of these water samples.
Turbidity is caused by particles suspended or dissolved in water that scatter light making the water appear cloudy or murk. Values obtained for turbidity and TSS in these water samples were within the permissible ranges set by WHO and NIS.
Ca^2+^, Mg^2+^, Na^+^, and K^+^ are known as major cations and they constitute more than 30% of the total content of elements in the earth's crust. Calcium is one of the principal cations associated with hardness in drinking water. The hardness of water can range from less than 75 mg/L as CaCO~3~ (considered a soft water) to more than 300 mg/L as CaCO~3~ (considered a very hard water) [@bib0090]. The presence of calcium in drinking water could reduce the availability of copper as a result of the less aggressive leaching of copper in the delivery system [@bib0095]. Values obtained for Ca^2+^, Na^+^ and K^+^ in the water samples were within the permissible limits set by WHO and NIS indicating that their levels in these water samples could not be considered hazardous to human consumption.
In terms of magnesium, while values obtained for these water samples were higher than the permissible range given by NIS, they fell within the permissible range given by WHO.
Finally, the significant correlation between turbidity, BOD and TSS of the water samples suggests an additive effect between these parameters.
8. Conclusion {#sec0040}
=============
Results obtained from this study indicated that most of the chemical constituents of these table water samples commercially sold in Umudike environs conformed to acceptable standards. However, values obtained for nitrates and ammonium nitrogen in these water samples calls for serious checks on methods of their production and delivery to the end users.
Conflicts of interest {#sec0045}
=====================
We declare none.
The authors wish to thanks the technical staff of Soil Chemistry Laboratory, National Root Crops Research Institute, Umudike for their assistance.
[^1]: Sources: [@bib0050], [@bib0055], [@bib0060]; [@bib0020]; NTU -- nephelometric turbidity units; NR -- no relaxation.
[^2]: Values are means ± SD of three determinations. a--c Means with different superscripts along each column are significantly different (*p* \< 0.05). N -- 5 bottled water samples per brand; Total hard -- Total hardness; BOD -- Biochemical oxygen demand; DO -- Dissolved oxygen (mg/L).
[^3]: Values are means ± SD of two determinations. a--c Means with different superscripts along each column are significantly different (*p* \< 0.05). N -- 5 bottled water samples per brand Turbidity-NTU.
[^4]: Values are means ± SD of two determinations. a and b Means with different superscripts along each column are significantly different (*p* \< 0.05). N -- 5 bottled water samples per brand.
[^5]: Highly significant at *p *\< 0.01.
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This image from the video below shows the machine that uses bouncing beads to perform work, confirming a thought experiment from 1912. Credit: University of Twente.
(PhysOrg.com) -- By building a machine that uses 2,000 bouncing beads to spin a paddle and perform work, researchers from the University of Twente have finally realized a long-debated thought experiment.
A similar machine was first proposed in 1912 by the Polish physicist Marian Smoluchowski. In his thought experiment, he suggested that tiny moving particles could generate enough force to spin a windmill-type paddle. A locking mechanism such as a pawl could prevent backward motion, forcing the wheel to move in the forward direction only.
However, several years later, physicist Richard Feynman argued that, in reality, the bouncing beads would not be capable of doing meaningful work. Feynman showed that, since the entire system operates at the same temperature, a pawl would occasionally slip off the wheel. As a result, the system would generate zero net movement.
Now, physicist Devaraj van der Meer from the University of Twente and his colleagues have demonstrated that such a machine can in fact spin the paddles forward only, generating a positive net movement. The details of their study will be published in an upcoming issue of Physical Review Letters.
Looking somewhat like a high-speed lotto machine, the new system consists of a vigorously shaken platform that causes 2,000 small glass beads to bounce around. When the beads make contact with the vanes of a windmill-like device inside the machine, the vanes move, turning a rod, which rotates a sensor.
In this machine, 2,000 bouncing beads spin the vanes of a ratchet. Credit: University of Twente.
The key challenge was getting the vanes to move in the forward direction only, which the scientists achieved with - somewhat surprisingly - duct tape. With duct tape covering one side of each vane, the vanes spun in one direction only. Since the beads lost more energy when they hit the soft duct-taped side than the non-taped side of the vanes, the machine generated a positive net movement.
Van der Meer noted that the machine doesn’t come close to violating the second law of thermodynamics, since the system is extremely inefficient. Most of the beads’ energy is lost through heat and sound.
However, the system could still provide scientists with insight into classical mechanics. For instance, the system exhibits a property called back interaction, so that not only do the beads move the vanes, but the vanes also move the beads. After the vanes begin to turn in one direction, the researchers observed a new roiling pattern in the beads.
The physicists say this back interaction might also occur in tiny “molecular ratchets,” which include molecules in the body such as RNA polymerase and protein kinesin. At much smaller scales, these molecules move themselves through the body by ratcheting along tracks inside cells. The macroscopic system built here could help researchers better understand how molecular ratchets work by allowing the researchers to observe and manipulate the interactions on a large scale.
© 2010 PhysOrg.com | 3.890625 | 4 | [
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1. Introduction {#sec1-antioxidants-09-00621}
===============
Hydrogen sulfide (H~2~S) is a flammable, colorless gas with a characteristic odor of rotten eggs. H~2~S naturally occurs in volcanic gases, natural gas and some well water and is also produced when bacteria break down organic matter in the absence of oxygen. H~2~S poisoning has mainly been observed in industrial settings. Thus, workers may be exposed to H~2~S in many industries, including agriculture, petroleum, and sewage processing \[[@B1-antioxidants-09-00621]\]. H~2~S is toxic to humans and acute exposure to high amounts of H~2~S (\>500 ppm) can lead to death \[[@B1-antioxidants-09-00621]\]. The first reported biological experiment to study the effect of H~2~S in animals was published in 1908 and described the lethal effects of H~2~S gas when it was absorbed through the skin or directly administered to the stomach or rectum \[[@B2-antioxidants-09-00621]\]. Since then, hundreds of articles reporting on the toxicological effects of H~2~S in various species, including humans, different cell types and organs, were published during the last century. This gas has always been considered toxic due to its ability to inhibit mitochondrial respiration through inhibition of cytochrome c oxidase, similar to hydrogen cyanide (HCN) \[[@B3-antioxidants-09-00621]\]. Nevertheless, over the last few decades of the past century, several investigations were conducted on the presence of H~2~S as an endogenous product in bacteria and mammals. In the oral microbiota in humans, H~2~S was found to be responsible for oral halitosis and to be related to periodontal inflammation \[[@B4-antioxidants-09-00621]\], and in the intestinal microbiota, H~2~S was found to be a component of flatus \[[@B5-antioxidants-09-00621]\]. In parallel, several publications conducted detailed characterizations of the biochemical properties of the endogenous production pathways of H~2~S in different species. The mammalian enzymes responsible for H~2~S production are cystathionine beta-synthase, CBS; cystathionine gamma-lyase, CSE; and 3-mercaptopyruvate sulfurtransferase, 3-MST \[[@B6-antioxidants-09-00621],[@B7-antioxidants-09-00621]\] ([Figure 1](#antioxidants-09-00621-f001){ref-type="fig"}), which have homologs in other species: in *Klebsiella pneumoniae*, CBS is the main source of H~2~S; in *E. coli*, 3-MST is the main source of H~2~S under aerobic conditions, while the cysteine desulfurase (IscS) is the primary source under anaerobic conditions \[[@B8-antioxidants-09-00621]\].; Similar to mammals, *C. elegans* has three H~2~S-synthesizing enzymes, CSE, CBS and 3-MST \[[@B9-antioxidants-09-00621],[@B10-antioxidants-09-00621],[@B11-antioxidants-09-00621]\]. In plants, H~2~S production was first observed in 1964, when the release of sulfide components in Liliaceous vegetables was described \[[@B12-antioxidants-09-00621]\], and then, in 1968, Cormis described the emission of H~2~S from plants after exposure to SO~2~ \[[@B13-antioxidants-09-00621]\]. In 1987, two enzymes, L- and D-cysteine desulfhydrases, were found to catalyze the production of H~2~S in chloroplasts and mitochondria \[[@B14-antioxidants-09-00621]\] ([Figure 1](#antioxidants-09-00621-f001){ref-type="fig"}). In recent years, several characterizations of these enzymes have been conducted, revealing detailed H~2~S biosynthesis and sulfur assimilation pathways in plants \[[@B15-antioxidants-09-00621],[@B16-antioxidants-09-00621]\].
2. Physiological Role {#sec2-antioxidants-09-00621}
=====================
During the past century, H~2~S was thought to only be a toxic molecule, and it was not until 1990 that Kimura and coworkers revealed its role in essential functions in human physiology, opening a new emerging field in life science \[[@B17-antioxidants-09-00621]\]. The first physiological assay published in 1996 demonstrated that H~2~S acts as an endogenous neuromodulator \[[@B18-antioxidants-09-00621]\]. The participation of H~2~S in many physiological and pathological processes in animals has been described over the last two decades, including its role in the regulation of cell proliferation, apoptosis, inflammatory processes, hypoxia, neuromodulation, and cardioprotection \[[@B19-antioxidants-09-00621],[@B20-antioxidants-09-00621],[@B21-antioxidants-09-00621]\]. Therefore, H~2~S is now accepted as playing roles as a gasotransmitter (gaseous signaling compound) that is as important as nitric oxide (NO) and carbon monoxide (CO) in mammals, and as a signaling molecule that is as important as hydrogen peroxide (H~2~O~2~) in plants \[[@B18-antioxidants-09-00621],[@B22-antioxidants-09-00621],[@B23-antioxidants-09-00621]\]. The term 'gasotransmitter' was introduced in 2002 to describe these molecules, which share common characteristics: they are endogenously produced, with a signaling role, generated by enzymatic pathways, and permeable to cell membranes; their endogenous biosynthesis may be regulated; and their effect is dose-dependent ([Figure 1](#antioxidants-09-00621-f001){ref-type="fig"}). The scientific interest in H~2~S in the past was mainly due to its role in important and devastating human diseases, such as neurodegenerative disorders, including Alzheimer's disease, Parkinson's disease, and vascular dementia \[[@B24-antioxidants-09-00621],[@B25-antioxidants-09-00621],[@B26-antioxidants-09-00621]\]; Huntington's disease \[[@B27-antioxidants-09-00621]\]; and cancer \[[@B28-antioxidants-09-00621],[@B29-antioxidants-09-00621],[@B30-antioxidants-09-00621]\].
Although the first descriptions of the effects of H~2~S in plants were from the 1960s \[[@B31-antioxidants-09-00621]\], interest in the role of H~2~S in plant systems arose later. It was not until the past decade that the effects of H~2~S were described in seed germination \[[@B32-antioxidants-09-00621]\], the number and length of adventitious roots \[[@B33-antioxidants-09-00621]\] and the regulation of genes involved in photosynthesis \[[@B34-antioxidants-09-00621]\]. Thereafter, the protective effects of exogenous H~2~S against different stresses were documented, such as protection against oxidative and metal stresses \[[@B32-antioxidants-09-00621],[@B35-antioxidants-09-00621],[@B36-antioxidants-09-00621],[@B37-antioxidants-09-00621],[@B38-antioxidants-09-00621],[@B39-antioxidants-09-00621],[@B40-antioxidants-09-00621]\], drought and heat tolerance \[[@B39-antioxidants-09-00621],[@B41-antioxidants-09-00621]\], and osmotic and saline stresses \[[@B42-antioxidants-09-00621]\]. Thus, publications on these dose-dependent effects of H~2~S have emerged, postulating H~2~S to be an important signaling molecule that has analogous functions in plant systems to those previously described in mammals. H~2~S was also shown to be a regulator of other important physiological processes in plants, such as stomatal closure/aperture \[[@B43-antioxidants-09-00621],[@B44-antioxidants-09-00621],[@B45-antioxidants-09-00621],[@B46-antioxidants-09-00621]\]; thus, its importance in drought stress relief is due to the ability of H~2~S to induce stomatal closure in *Arabidopsis thaliana* \[[@B46-antioxidants-09-00621],[@B47-antioxidants-09-00621]\]. Another positive effect of H~2~S was described by Dooley et al., who showed that low doses of H~2~S strongly affected plant metabolism, improved germination, caused significant plant growth and increased biomass, leading to a higher fruit yield \[[@B48-antioxidants-09-00621]\]. H~2~S has also been shown to be involved in the regulation of flower senescence in plants \[[@B49-antioxidants-09-00621]\], in lateral root formation in tomato mediated by auxin-regulation \[[@B50-antioxidants-09-00621]\] and in nicotine biosynthesis in tobacco \[[@B51-antioxidants-09-00621]\].
More recently, there has been increasing interest in the effect of H~2~S on autophagy regulation in the scientific community. In mammals, the protective effect of H~2~S against some of the diseases mentioned above has been linked with the regulation of autophagy \[[@B52-antioxidants-09-00621],[@B53-antioxidants-09-00621]\]. Autophagy is a cellular catabolic pathway that is evolutionarily conserved from yeast to mammals, and it involves the digestion of cell contents to recycle nutrients or to degrade damaged or toxic components. The AMP-dependent kinase (AMPK) and mammalian target of rapamycin (mTOR) pathways play important roles in the control of autophagy. To this end, activation of AMPK or inhibition of mTOR has been shown to activate autophagy \[[@B54-antioxidants-09-00621]\]. Exposure to H~2~S has been shown to cause a significant increase in AMPK phosphorylation, which increases its activity and inhibits the activation of downstream targets, such as mTOR \[[@B55-antioxidants-09-00621]\]. In plants, H~2~S was shown to inhibit autophagy by preventing ATG8 (autophagy-related ubiquitin-like protein) accumulation \[[@B56-antioxidants-09-00621]\]. H~2~S is able to inhibit starvation-induced autophagy in Arabidopsis roots, and this repression is independent of redox conditions \[[@B57-antioxidants-09-00621]\].
The first mechanism proposed for H~2~S was based on its chemical properties, since this nucleophilic molecule is able to react with reactive oxygen/nitrogen species and reduce the cellular oxidative state \[[@B58-antioxidants-09-00621],[@B59-antioxidants-09-00621]\]. In addition, H~2~S is able to regulate several antioxidant enzymes, such as ascorbate peroxidase (APX) \[[@B60-antioxidants-09-00621],[@B61-antioxidants-09-00621],[@B62-antioxidants-09-00621]\], catalase (CAT) \[[@B63-antioxidants-09-00621],[@B64-antioxidants-09-00621]\], superoxide dismutase (SOD) \[[@B63-antioxidants-09-00621],[@B65-antioxidants-09-00621]\], and glutathione reductase (GR) \[[@B62-antioxidants-09-00621]\], and non-enzymatic compounds, such as the glutathione anti-oxidant pool \[[@B66-antioxidants-09-00621],[@B67-antioxidants-09-00621]\].
The antioxidant role of H~2~S has been the focus of numerous studies in mammalian systems as a critical mediator of multiple pathophysiological processes \[[@B68-antioxidants-09-00621]\]. In plants, the number of studies on the effects of H~2~S in the model plant Arabidopsis has increased in recent years; in addition, the effects of H~2~S in agricultural crops are relevant as an exogenous treatment to cope with economic loss due to environmental stress. The effects of exogenous (pre-)treatment with water-soluble donors of H~2~S have been the focus of numerous studies in several agricultural species. Fotopoulos et al. have reviewed these studies regarding the effects of H~2~S on plant growth, its ability to improve resistance against abiotic and biotic stress, and its positive postharvest effects \[[@B69-antioxidants-09-00621]\]. Thus, a better understanding of the mechanism of action of H~2~S is important to fight against crop loss. This knowledge would help in agricultural sustainability and in producing the food required by the increasing world population \[[@B70-antioxidants-09-00621]\].
3. Quantification Methods of H~2~S {#sec3-antioxidants-09-00621}
==================================
H~2~S in aqueous solution can be found as hydrogen sulfide gas (H~2~S) or in one of its dissociated forms, hydrosulfide anions (HS^−^) and sulfide anions (S^2−^), although at physiological pH, S^2−^ is only found in a negligible concentration. In addition, H~2~S can bind to some biological matrixes (proteins, glutathione, etc.) and can dissociate in response to a physiological stimulus into free H~2~S. Moreover, the anion HS^−^ and H~2~S have a high propensity to oxidize, especially in the presence of trace metal ions and oxygen in water solutions \[[@B71-antioxidants-09-00621]\]. Therefore, accurately and reliably measuring H~2~S in vivo is an arduous task. Solutions should be prepared under a nitrogen or argon atmosphere, and H~2~S volatilization should be prevented using septum-sealed vials.
**Methylene blue method:** The first quantification method of H~2~S was published in 1949 and included spectrophotometric determination using the methylene blue method, but the sensitivity was very low \[[@B72-antioxidants-09-00621]\]. In 1969, an improved method was described based on the methylene blue method using *n,n*-dimethyl-p-phenylenediamine sulfate, which increased the sensitivity of the method by 10%, with concentration limits of 1 to 1000 µM \[[@B73-antioxidants-09-00621]\]. However, the main drawbacks of this method for biological sample measurements are its low sensitivity, overestimation of H~2~S under acidic pH and interference due to the turbidity of biological samples.
**Monobromobimane derivatization (MBB):** this is another method that is extensively used in biological samples to measure the H~2~S concentration. In this method, H~2~S is derivatized into a sulfide-dibimane product that can be subsequently measured by HPLC due to its fluorescence \[[@B74-antioxidants-09-00621]\]. The sensitivity of MBB reaches the nanomolar range, but the weaknesses of this method are the instability of the standards and the need for exhaustive control of pH when comparing samples \[[@B75-antioxidants-09-00621]\]. Another advantage of this method is that it allows the detection and quantification of all three sulfide biological forms: free hydrogen sulfide, acid-labile sulfide and bound sulfane sulfur \[[@B76-antioxidants-09-00621]\]. An improved method based on MBB was developed that included ^36^S-labeled sulfide- dibimane as an internal standard and measured derivatized products by liquid chromatography-mass spectrometry \[[@B77-antioxidants-09-00621]\]. This improvement ensured the sensitivity and feasibility of the method and also made it suitable for large-scale analysis.
The gas chromatography method was first used in 1988 \[[@B78-antioxidants-09-00621]\] and was recently improved using a chemiluminescence sulfur detector to increase its sensitivity up to 0.5 pmol \[[@B79-antioxidants-09-00621]\]. Nevertheless, the need for special equipment and special care in sample processing make this method not widely used.
**Specific ion electrodes and polarographic sensors** are others tools that have been used for H~2~S quantitation. Their easy handling and the relatively inexpensive cost of electrodes make this method a good choice for several studies. Since this method does not require derivatization, it can be used for real-time measurements in biological samples. Nevertheless, it was reported that the sensitivity of this method is apparently affected by the materials used in the electrodes \[[@B75-antioxidants-09-00621]\], and the main disadvantage of this method is the difficulty of calibration due to the formation of Ag~2~S on the electrode surface.
**H~2~S-selective fluorescent probes** are receiving increasing interest since they are powerful tools for the detection and quantification of H~2~S in biological samples. Fluorescent probes have very high sensitivity and can be used for real-time measurements even in specific tissues or cellular compartments. The reactivity and specificity of these probes are based on the characteristic nucleophilicity of the anion HS^−^, on the reduction of an azide by H~2~S into an amine compound, or on the quenching effect of Cu^2+^ of a nearby fluorophore and the strong affinity of anion sulfide for this heavy metal ion \[[@B80-antioxidants-09-00621]\]. In addition, the increasing interest in other sulfane sulfur molecules, such as persulfides (R--S--SH), polysulfides (R--S--S~x~--S--R), and hydrogen polysulfides (H~2~S~x~), in biological systems, has led to the development of probes that are able to detect these species. Several recent reviews summarize the latest probes reported in the literature \[[@B80-antioxidants-09-00621],[@B81-antioxidants-09-00621]\]. However, the main limitation of these probes is the irreversible reaction that removes H~2~S from the pool, leading to saturation \[[@B71-antioxidants-09-00621]\]. Motivated by these limitations, Takano et al. designed a reversible fluorescent probe to detect these sulfane sulfur species, SSip-1, based on the ability of sulfane sulfur to bind other sulfur atoms \[[@B82-antioxidants-09-00621]\]. In parallel, Dulac et al. developed a new method of reversible quantification in biological fluids, detecting up to 200 nM of H~2~S at pH 7.4 using hemoglobin I from *Lucina pectinate* and a fluorophore \[[@B83-antioxidants-09-00621]\]. Therefore, these reversible fluorescent probes allow the dynamics of intracellular sulfane sulfur molecules to be studied. Since the cytotoxicity of these probes is a drawback for their use in in vivo studies, a new low-cytotoxic biosensor for H~2~S has recently been developed based on anthracene derivatives \[[@B84-antioxidants-09-00621]\]. A further disadvantage in the plant system is the inability of these probes to penetrate the cell wall. Although there are few reports on the use of fluorescent probes for H~2~S detection in plants, selective detection of intracellular H~2~S was described using the probe WSP-1 \[3′-methoxy-3-oxo-3H-spiro \[isobenzofuran-1, 9′-xanthen\]-6′-yl 2-(pyridin-2-yldisulfanyl) benzoate\] in tomato roots \[[@B85-antioxidants-09-00621]\]. However, the use of fluorescent probes for quantification of H~2~S also has some limitations, such as a limited sensitivity range, interference by tissue autofluorescence when the emission/excitation wavelengths are similar, or non-specific reactions with other biological thiols. Thus, the fluorescent probe or the H~2~S quantification method must be carefully chosen by the researcher depending on the sample, the tissue or organelle target, the sensitivity range, the equipment and the budget.
Data from in vivo measurements have been in conflict for a long time. The first data reported used the methylene blue method, and the H~2~S concentration was above 35 µM and from 50 to 160 µM in mammalian plasma and brains, respectively \[[@B86-antioxidants-09-00621],[@B87-antioxidants-09-00621]\]. However, these measurements were incorrect and using newly described methods, the H~2~S concentration was more accurately reported at approximately 0.7--3 µM in mammalian plasma \[[@B74-antioxidants-09-00621]\]. Moreover, it has been recently reported than H~2~S concentration in mouse plasma is about 15 nM \[[@B88-antioxidants-09-00621]\]. Taken altogether, the H~2~S concentration has been estimated in the range of nanomolar, but the H~2~S concentration may depend on the microenvironment at the precise moment of the H~2~S measurement. For example, H~2~S can be bound to sulfur compounds or conjugates and H~2~S released under a certain stress or stimulus \[[@B89-antioxidants-09-00621]\], H~2~S biosynthesis may be up- or downregulated in particular scenarios \[[@B90-antioxidants-09-00621],[@B91-antioxidants-09-00621]\], and H~2~S consumption or accumulation may be modulated by the regulation of H~2~S detoxification enzymes \[[@B92-antioxidants-09-00621]\]. In addition, different H~2~S concentrations have been reported in different tissues, species or stages of life. In cucurbit plants, the H~2~S concentration was reported to be higher in leaves from older plants \[[@B93-antioxidants-09-00621]\], while in Arabidopsis, the highest H~2~S concentration was found in 2-week-old seedlings and gradually decreased in 4--10-week-old plants \[[@B94-antioxidants-09-00621]\]. The highest H~2~S content in Arabidopsis was found in flowers, while the lowest H~2~S concentration was found in cauline leaves \[[@B94-antioxidants-09-00621]\]. Determination of the H~2~S concentration is further complicated by the fact that some stimuli only affect the H~2~S concentration in some tissues, such as nicotine, which affects the H~2~S concentration in the mouse kidney and heart but not in the brain and liver tissues \[[@B95-antioxidants-09-00621]\]. A further important consideration must be taken when quantifying H~2~S in biological samples, since H~2~S is spontaneously oxidized in the presence of molecular O~2~ \[[@B96-antioxidants-09-00621]\]. Therefore, the method of quantification must be accurate, and sample management must be taken into account because the H~2~S concentration may not remain constant under certain conditions.
4. H~2~S Mechanism of Action {#sec4-antioxidants-09-00621}
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The underlying mechanisms of H~2~S action are poorly understood. There is an important effect of H2S binding to heme moieties in target proteins such as cytochrome c oxidase, hemoglobin and myoglobin, among others \[[@B97-antioxidants-09-00621]\]. It has, however, become widely accepted that a huge number of the processes controlled by H~2~S are caused by a posttranslational modification of cysteine residues called persulfidation \[[@B98-antioxidants-09-00621],[@B99-antioxidants-09-00621],[@B100-antioxidants-09-00621]\]. Protein persulfidation is an oxidative posttranslational modification of cysteine residues caused by H~2~S, in which a thiol group (--SH) is transformed to a persulfide group (--SSH). Sulfane sulfur species, persulfides and polysulfides are more nucleophilic than H~2~S and therefore more effective at persulfidation \[[@B101-antioxidants-09-00621]\]. Due to the intrinsic instability of persulfides and their higher reactivity than thiols, protein persulfides largely remain understudied. Nevertheless, over the last decade, study of this protein modification has become more relevant for researchers because it can affect protein function, localization inside cells, stability, and resistance to oxidative stress \[[@B23-antioxidants-09-00621],[@B60-antioxidants-09-00621],[@B102-antioxidants-09-00621],[@B103-antioxidants-09-00621],[@B104-antioxidants-09-00621]\]. The broad physiological importance of persulfidation has only recently started to emerge; a proteomic analysis revealed that approximately 10--25% of liver proteins contain this modification \[[@B104-antioxidants-09-00621]\], and at least 5--10% of the entire proteome may undergo persulfidation in plants \[[@B105-antioxidants-09-00621]\]. Several detection methods have been developed in recent years based on the nucleophilic characteristic of persulfide groups. Conversely, due to their instability and similarity to thiol groups, the development of a specific method for persulfide detection has become a challenge. These detection methods have recently been reviewed, including further explanations of the reactions and procedures \[[@B106-antioxidants-09-00621],[@B107-antioxidants-09-00621],[@B108-antioxidants-09-00621]\]. Using these methods, researchers have been able to decipher the mechanism of action of H~2~S through persulfidation in several diseases, such as cancer, neuronal degeneration diseases, or ischemia--reperfusion injury. Persulfidation of the α subunit of ATP synthase \[[@B109-antioxidants-09-00621]\], lactate dehydrogenase A \[[@B110-antioxidants-09-00621]\], the K~ATP~ channel \[[@B99-antioxidants-09-00621],[@B111-antioxidants-09-00621]\], and MEK1 \[[@B112-antioxidants-09-00621]\] contributes to cancer promotion. In Parkinson's disease patients, the E3 ubiquitin ligase PARKIN shows a decrease in persulfidation, which decreases its enzymatic activity \[[@B113-antioxidants-09-00621]\]. Keap1 persulfidation protects gastric epithelial cells from ischemia/reperfusion injury \[[@B114-antioxidants-09-00621]\]. In mammals, the mechanism of action of H~2~S has been deeply studied since 2009, when Mustafa et al. described this new posttranslational modification \[[@B104-antioxidants-09-00621]\]. By contrast, in the plant system, persulfidation has been described more recently \[[@B60-antioxidants-09-00621]\], but a greater number of proteins have been shown to undergo this modification \[[@B105-antioxidants-09-00621]\]. A total of 3147 proteins were found to be persulfidated in Arabidopsis leaves under physiological conditions, suggesting that this number may be higher under certain stress conditions \[[@B105-antioxidants-09-00621]\]. These proteins are mainly involved in important biological pathways, such as the tricarboxylic acid cycle, glycolysis, Calvin cycle, photorespiration and autophagy. Further physiological studies of these proteins must be performed to decipher the role of persulfidation in these biological pathways. Nevertheless, initial studies in plants demonstrated that persulfidation regulates the enzymatic activity of chloroplastic glutamine synthetase (GS2), cytosolic ascorbate peroxidase (APX1), and cytosolic glyceraldehyde 3-phosphate dehydrogenase (GapC1) \[[@B60-antioxidants-09-00621]\]. Persulfidation regulates the cytosolic/nuclear localization of GapC1, allowing it to likely act as a transcription factor \[[@B102-antioxidants-09-00621]\]. The actin cytoskeleton and root hair growth are regulated through persulfidation of ACTIN2 \[[@B115-antioxidants-09-00621]\]. Furthermore, ethylene biosynthesis is regulated by persulfidation of 1-aminocyclopropane-1-carboxylic acid oxidase (ACO1) in tomato \[[@B116-antioxidants-09-00621]\]. Recently, a peroxisomal proteome study in Arabidopsis revealed that the interplay of different PTMs such as *s*-nitrosation, nitration, persulfidation, and acetylation regulates redox signaling to protect proteins against oxidative damage \[[@B117-antioxidants-09-00621]\]. From an evolutionary point of view, it is reasonable to assume that ancestral purple and green sulfur bacteria lived in an H~2~S-rich atmosphere; and therefore bacteria developed H~2~S-mediated signaling processes to resist oxidative stress. Similarly as peroxide (H~2~O~2~) produces ROS, persulfide (H~2~S~2~) produces RSS (reactive sulfide species), but with the difference that persulfides can be produced with several sulfur molecules (S~x~) and stored \[[@B118-antioxidants-09-00621]\].
This assumption was described in a recent study, in which a proteomic evaluation of *Staphylococcus aureus* showed that many proteins regulated by persulfidation were involved in reactive oxygen and nitrogen species (ROS and RNS) stress-responses and that bacterial virulence was regulated by persulfidation of the HTH-type transcriptional regulator MgrA (MgrA), a global virulence regulator \[[@B119-antioxidants-09-00621]\].
All these data suggest that persulfidation is a conserved mechanism of H~2~S signaling throughout all kingdoms of life.
5. Crosstalk of H~2~S with Other Signaling Molecules {#sec5-antioxidants-09-00621}
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5.1. Nitric Oxide {#sec5dot1-antioxidants-09-00621}
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It is well established that H~2~S regulates different physiological processes in cells directly or by crosstalk with other signaling molecules. There is clear evidence of crosstalk of H~2~S and NO in the literature. In mammals, both gasotransmitters interact with each other to modulate the cardiovascular system by regulating angiogenesis and endothelium-dependent vasorelaxation \[[@B120-antioxidants-09-00621],[@B121-antioxidants-09-00621]\], and to modulate Alzheimer's disease by regulating pathways involved in the central nervous system \[[@B122-antioxidants-09-00621]\]. Furthermore, inhibition of NO generation by H~2~S has been extensively studied \[[@B123-antioxidants-09-00621],[@B124-antioxidants-09-00621],[@B125-antioxidants-09-00621]\], but there is also evidence that NO can activate the production of H~2~S in endothelial cells \[[@B126-antioxidants-09-00621]\]. However, NO can bind to cystathionine β-synthase (CBS), which is responsible for H~2~S biosynthesis and can impede its enzymatic activity \[[@B127-antioxidants-09-00621]\], showing the complexity of the crosstalk between these two gasotransmitters.
In plants, NO and H~2~S play crucial roles in the regulation of multiple responses towards a variety of abiotic and biotic stresses \[[@B44-antioxidants-09-00621],[@B128-antioxidants-09-00621],[@B129-antioxidants-09-00621]\], including stomatal closure/aperture \[[@B46-antioxidants-09-00621]\], modulation of photosynthesis \[[@B34-antioxidants-09-00621],[@B130-antioxidants-09-00621],[@B131-antioxidants-09-00621]\] and autophagy \[[@B56-antioxidants-09-00621],[@B132-antioxidants-09-00621],[@B133-antioxidants-09-00621]\]. NO levels increase in plants under drought stress, which helps plants mitigate the negative effects of water deficit. NO increases the activities of antioxidant enzymes such as catalase (CAT), superoxide dismutase (SOD), ascorbate peroxidase (APX), glutathione reductase (GPX), and peroxidase (POD), and NO is an important player in ABA-induced stomatal closure, minimizing plant transpiration \[[@B134-antioxidants-09-00621]\]. H~2~S application reduces the accumulation of NO in guard cells, causing stomatal opening in the presence of light and preventing stomatal closure in the dark \[[@B45-antioxidants-09-00621]\]. Exogenous H~2~S induces stomatal closure through the regulation of ATP-binding cassette (ABC) transporters, while scavenging H~2~S can partially block ABA-dependent stomatal closure, indicating the protective role of H~2~S in plants against drought stress \[[@B46-antioxidants-09-00621]\]. It has been demonstrated that H~2~S acts downstream of ABA and upstream of NO \[[@B44-antioxidants-09-00621]\]. H~2~S-induced stomatal closure can be reversed by cPTIO (a NO-specific scavenger), confirming that the function of H~2~S in stomatal closure is mediated by NO \[[@B44-antioxidants-09-00621]\]. It has been proposed that these contradictory effects of H~2~S on stomatal movement and its crosstalk with NO depend on the environment or the age of the plant \[[@B135-antioxidants-09-00621]\]. In agricultural crops such as pepper plants, the crosstalk between NO and H~2~S plays an important role in the tolerance to iron deficiency and salt stress \[[@B136-antioxidants-09-00621]\]; and these gasotransmitters partially modulate the NADPH-generating system by regulating 6-phosphogluconate dehydrogenase (6PGDH) and NADP-malic enzyme (NADP-ME) \[[@B137-antioxidants-09-00621]\].
Furthermore, NO and H~2~S are involved in the functional regulation of proteins, frequently with opposite effects. *s*-nitrosation of GAPC abolishes its catalytic activity, whereas persulfidation increases its activity \[[@B60-antioxidants-09-00621],[@B138-antioxidants-09-00621]\]. Nonetheless, a cooperative effect of both signaling molecules can also be observed in the case of cytosolic ascorbate peroxidase (APX1), which can be S-nitrosylated by NO or persulfidated by H~2~S, both of which increase the activity of the enzyme. These reversible modifications may protect the enzyme from irreversible oxidation under abiotic stress, where the oxidative stress increases and s-nitrosothiols have usually been observed \[[@B139-antioxidants-09-00621]\].
H~2~S and NO may chemically interact and produce novel reactive molecules, such as nitroxyl (HNO) and nitrosothiols (RSNO) \[[@B140-antioxidants-09-00621],[@B141-antioxidants-09-00621]\], which have their own outcomes. Recent studies also demonstrated that persulfides can produce NO using nitrite via intermediates such as polysulfide, SNO^−^ (thionitrite) and S~2~NO^−^ (perthionitrite, nitrosodisulfide) \[[@B142-antioxidants-09-00621],[@B143-antioxidants-09-00621],[@B144-antioxidants-09-00621]\]. Therefore, H~2~S and NO interaction forms some intermediates, which also have significant roles in cell signaling.
5.2. Carbon Monoxide {#sec5dot2-antioxidants-09-00621}
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Carbon monoxide is another important gasotransmitter in animals; carbon monoxide is generated from oxidative degradation of heme by the enzyme heme oxygenase. CO may inhibit CBS activity and therefore may modulate H~2~S biosynthesis \[[@B145-antioxidants-09-00621]\]. Exogenous H~2~S also upregulates the CO/heme oxygenase system in the pulmonary arteries of hypoxic rats \[[@B146-antioxidants-09-00621]\] and stimulates heme oxygenase levels in mouse retinal ganglion cells (RGC-5 cells) \[[@B147-antioxidants-09-00621]\]. In plants, auxin induces endogenous H~2~S and CO during the initiation of lateral root primordia, and this growth is promoted by H~2~S but depends on the endogenous production of CO \[[@B50-antioxidants-09-00621],[@B148-antioxidants-09-00621]\]. Furthermore, in a similar way as in mammals, exogenous H~2~S induces an increase in the transcription of heme oxygenase and its activity in tomato and cucumber roots \[[@B149-antioxidants-09-00621],[@B150-antioxidants-09-00621]\]. Therefore, it has been suggested that H~2~S regulates the feedback loop between the CO/heme oxygenase system and auxin during lateral root initiation \[[@B151-antioxidants-09-00621]\]. Although the crosstalk between H~2~S and CO needs further study, previous research on plant and animal systems provides evidence for an interrelationship of these two signaling molecules.
5.3. Hydrogen Peroxide {#sec5dot3-antioxidants-09-00621}
----------------------
Hydrogen peroxide (H~2~O~2~) is a well-known signaling molecule in plants. H~2~O~2~ emerged as a key signaling molecule that enhances abiotic stress resistance by modulating the expression of resistance genes and antioxidant enzyme activities. Recently, signaling crosstalk between NO and H~2~S with H~2~O~2~ has been shown to induce thermotolerance in maize seedlings \[[@B152-antioxidants-09-00621]\]. Hydrogen peroxide is also involved in H~2~S-induced lateral root formation in tomato seedlings, revealing that the cell cycle regulatory genes modulated by H~2~S, such as up-regulation of *SlCYCA2;1*, *SlCYCA3;1*, and *SlCDKA1*, and down-regulation of *SlKRP2*, are prevented by co-treatment with H~2~O~2~ scavengers \[[@B153-antioxidants-09-00621]\]. A study in *Vicia faba* revealed crosstalk between H~2~S and H~2~O~2~ in salt stress-induced stomatal closure, with H~2~S being downstream of H~2~O~2~ \[[@B154-antioxidants-09-00621]\]. This observation was also described in white clover, where H~2~S acts as a downstream signal of H~2~O~2~ and NO in response to dehydration \[[@B155-antioxidants-09-00621]\]. A recent study showed a newly discovered crosstalk between H~2~S and H~2~O~2~ in another abiotic stress response, in which H~2~S can act as a positive regulator of Vacuolar H + -ATPase, while H~2~O~2~ acts as a negative regulator during cadmium stress in cucumber roots \[[@B156-antioxidants-09-00621]\]. In mammalian cells, H~2~O~2~ is a key signal in redox regulation, and as it occurs in plants, these regulatory pathways may also be influenced by H~2~S. H~2~O~2~ is produced by NAPDH oxidases in the plasma membrane and is transported to the cytosol through protein channels named aquaporins (AQP3, AQP8, and AQP9). It has been demonstrated that treatment with H~2~S is sufficient to block H~2~O~2~ cell permeability in unstressed cells, and this phenomenon is mediated by the persulfidation of cysteine 53 of AQP8 \[[@B157-antioxidants-09-00621]\]. By contrast, H~2~S production is dependent on the levels of H~2~O~2~ produced by NADPH oxidase, which attenuates the phosphorylation of vascular endothelial growth factor receptor 2 (VEGFR2) \[[@B158-antioxidants-09-00621]\]. As with NO and CO, autoregulation of these signals may be influenced by their generation, increasing or reducing their intracellular concentrations depending on the levels of each other. Another example was provided by Feng et al., who found that autophagy was induced by H~2~O~2~ through ER stress in cardiac fibroblast cells and that H~2~S was able to suppress autophagic flux by inhibiting ROS production and preserving mitochondrial function \[[@B159-antioxidants-09-00621]\]. All these studies establish a link for H~2~S/H~2~O~2~ crosstalk.
5.4. Hormones {#sec5dot4-antioxidants-09-00621}
-------------
H~2~S is a regulator of glucose homeostasis and plays an important role in the metabolism of hormones, such as insulin and glucagon \[[@B160-antioxidants-09-00621],[@B161-antioxidants-09-00621]\]. It has been demonstrated that β cells of the pancreas can produce high levels of H~2~S, predominantly by cystathionine *γ*-lyase (CSE), which blocks glucose-stimulated insulin secretion \[[@B162-antioxidants-09-00621]\]. This effect is caused by increased endoplasmic reticulum stress, leading to apoptosis of β cells, which drives the reduction in insulin secretion \[[@B161-antioxidants-09-00621]\]. Some other studies revealed the importance of H~2~S in the modulation of estrogen receptor expression and its anti-proliferative effect on vascular smooth muscle cell growth and proliferation \[[@B163-antioxidants-09-00621]\]. Further research concluded that the antiatherosclerotic effect of estrogen is mediated by CSE-generated H~2~S and that H~2~S production in the liver and vascular tissues is enhanced by estrogen via its stimulatory effect on CSE activity \[[@B164-antioxidants-09-00621]\]. In a recent study, H~2~S signaling was also linked with the regulation of two endocrine hormones associated with longevity control, growth hormone and thyroid hormone. Thyroid hormone suppresses H~2~S production by inhibiting CSE gene expression, while growth hormone controls its substrate availability via autophagy. Surprisingly, CSE-generated H~2~S is necessary for the feedback regulation of thyroid and growth hormones \[[@B165-antioxidants-09-00621]\].
Moreover, H~2~S has been linked to plant hormone signaling, such as gibberellin (GA) \[[@B166-antioxidants-09-00621]\], auxin \[[@B33-antioxidants-09-00621]\], jasmonic acid (JA) \[[@B167-antioxidants-09-00621]\], ethylene (ET) \[[@B168-antioxidants-09-00621]\], salicylic acid (SA) \[[@B169-antioxidants-09-00621]\] and abscisic acid (ABA) \[[@B45-antioxidants-09-00621],[@B46-antioxidants-09-00621],[@B47-antioxidants-09-00621]\].
A synergistic effect between GA and H~2~S was observed in seed germination in plants, and this outcome was more evident when treatment with H~2~S was prolonged \[[@B170-antioxidants-09-00621]\]. It was also observed that GA decreased L-cysteine desulfhydrase (LCD) activity and thus H~2~S production. This enzyme inhibition induced an increase in programmed cell death (PCD) \[[@B166-antioxidants-09-00621]\]. Nevertheless, exogenous H~2~S treatment alleviated GA-triggered PCD in wheat aleurone cells and blocked the decrease in endogenous H~2~S release by modulating glutathione homeostasis and heme oxygenase-1 gene expression \[[@B166-antioxidants-09-00621]\].
Auxin is a phytohormone associated with lateral root morphogenesis and root growth regulation. Similar to other phytohormones, a synergistic effect with H~2~S has been observed. Exogenous treatments with H~2~S donors increased the number and length of lateral roots in sweet potato seedlings in a dose-dependent manner \[[@B33-antioxidants-09-00621]\]. As mentioned previously in this review, crosstalk between the CO/heme oxygenase system and H~2~S is established during lateral root initiation \[[@B151-antioxidants-09-00621]\]. Furthermore, H~2~S can modulate *CDKA;1*, *CYCA2;1* and Cyclin-dependent kinase inhibitor 2 (*KRP2)* gene expression and act as a downstream component of auxin signaling to activate lateral root formation in tomato \[[@B50-antioxidants-09-00621]\]. New data shed light on this crosstalk recently, as it was reported that H~2~S inhibited auxin transport through modulation of the subcellular distribution of Peptidyl-prolyl cis-trans isomerase NIMA-interacting (PIN) proteins \[[@B171-antioxidants-09-00621]\], which is an actin-dependent process. Additionally, it was proven that the regulation of the F-actin cytoskeleton in Arabidopsis roots by H~2~S could affect the auxin distribution in plants \[[@B171-antioxidants-09-00621]\]. Therefore, the signaling network that includes auxin, H~2~S and F-actin must be finely knotted to regulate root development.
Jasmonic acid regulates diverse plant growth processes and is involved in defense responses against biotic and abiotic stresses. It is well known that H~2~S can regulate abiotic stress tolerance and biotic stress resistance in Arabidopsis \[[@B172-antioxidants-09-00621]\] and that H~2~S is involved in JA-induced stomatal closure \[[@B173-antioxidants-09-00621]\]. However, the interaction between H~2~S and JA is still under study. A recent publication demonstrated that treatment with JA promoted endogenous H~2~S generation and that treatments with exogenous H~2~S donors significantly enhanced JA-induced cadmium tolerance \[[@B167-antioxidants-09-00621]\]. This observation was also described by other authors, whose research described that JA treatments increased D-cysteine desulfhydrase activity and that this JA-induced H~2~S regulated ascorbate and glutathione metabolism \[[@B61-antioxidants-09-00621]\]. Taken together, these data suggest intertwined signaling between H~2~S and this plant hormone.
Salicylic acid is a phenolic compound involved in local and systemic plant defense responses against pathogens and abiotic stress. SA treatment increased the activity of L-cysteine desulfhydrase and H~2~S accumulation, which improved the heat tolerance of maize seedlings \[[@B174-antioxidants-09-00621]\]. Contrary to the feedback observed for other hormones and H~2~S, sulfide treatments had no significant effect on SA accumulation and its biosynthesis enzymes \[[@B169-antioxidants-09-00621]\]. However, a synergistic role was observed between SA and H~2~S in the antioxidant system and osmolyte in crosstalk-induced heat tolerance of maize seedlings \[[@B169-antioxidants-09-00621]\].
ET is another phytohormone that has been linked with H~2~S signaling. Several authors have described how exogenous treatments with ET induce L- and D-cysteine desulfhydrase activity, and this H~2~S regulates ethylene-induced stomatal closure in *Arabidopsis thaliana* and *Vicia faba* \[[@B168-antioxidants-09-00621],[@B175-antioxidants-09-00621],[@B176-antioxidants-09-00621]\]. A new study revealed that treatments with ET induced H~2~S generation, and feedback regulation was also observed since ethylene-induced H~2~S negatively regulated ethylene biosynthesis; this regulation occurred through the persulfidation of ACO1 in tomato plants \[[@B116-antioxidants-09-00621]\]. Further investigations have shown that H~2~S may have an antagonistic effect on ethylene, reducing oxidative stress and repressing ethylene synthesis-related gene expression \[[@B177-antioxidants-09-00621]\].
In recent years, the crosstalk of ABA with H~2~S has been the focus of several investigations since ABA is a key player in plant physiology, mainly under drought stress. It has been broadly reported that H~2~S plays a role in stomatal closure \[[@B43-antioxidants-09-00621],[@B46-antioxidants-09-00621]\] and that impaired H~2~S generation mutants (*DES1* knockout Arabidopsis mutants) do not show stomatal closure upon ABA treatment, although this effect could be reversed by exogenous application of H~2~S \[[@B46-antioxidants-09-00621]\]. This crosstalk was also observed in wheat \[[@B178-antioxidants-09-00621]\]. Surprisingly, *abi1* mutants were not able to close their stomata in response to sulfide, suggesting that functional ABI1 is required to close the stomata through H~2~S \[[@B44-antioxidants-09-00621]\]. As described above, H~2~S acts upstream of NO to regulate ABA-induced stomatal closure \[[@B44-antioxidants-09-00621]\], but H~2~S acts downstream of NO in ethylene-induced stomatal closure \[[@B175-antioxidants-09-00621]\]. In a parallel study, the authors demonstrated that H~2~S induced ABA-dependent stomatal opening instead \[[@B45-antioxidants-09-00621]\], which was further demonstrated by Honda et al., who found that H~2~S donors were able to close the stomata during the first 150 min of treatment and induce opening after prolonged treatments \[[@B179-antioxidants-09-00621]\]. This dual effect could be related to the production of NO in guard cells, and therefore, a complex crosstalk of H~2~S, NO, ET and ABA might regulate stomatal movement depending on environmental stress. A recent study demonstrated the persulfidation of several proteins involved in ABA signaling and ABA biosynthesis, such as SnRK2.2, a key component and activator of ABA signaling; two ABA receptors, pyrabactin resistance receptor 1 (PYR1) and pyrabactin resistance-like receptor (PYL1); the protein phosphatase 2C (HAB2), which is a repressor of ABA signaling; and the nuclear transcription factor Y (NFYC4), which is involved in the ABA signaling pathway \[[@B105-antioxidants-09-00621]\]. Another enzyme that was shown to be persulfidated in this study was phospholipase D, the activity of which was demonstrated to be regulated by H~2~S to control stomatal closure \[[@B180-antioxidants-09-00621]\]. Other studies demonstrated the *s*-nitrosation of some proteins involved in ABA signaling, such as the leucine zipper transcription factor Abscisic acid insensitive 5 (ABI5); SnRK2.2, which was also persulfidated; and Open Stomata1 (OST1) \[[@B181-antioxidants-09-00621],[@B182-antioxidants-09-00621]\]. The mechanism of action of H~2~S and NO in this tight regulation has been proposed to be through persulfidation and *s*-nitrosation of proteins that play key roles in ABA signaling \[[@B105-antioxidants-09-00621],[@B182-antioxidants-09-00621]\]. More recently, the mechanism of action of this crosstalk was deciphered; ABA stimulates the persulfidation of L-cysteine desulfhydrase 1, and H~2~S accumulation drives persulfidation of the NADPH oxidase respiratory burst oxidase homolog protein D (RBOHD), enhancing its activity and triggering stomatal closure \[[@B183-antioxidants-09-00621]\].
5.5. Thioredoxins {#sec5dot5-antioxidants-09-00621}
-----------------
As proposed by several authors, one mechanism of action of H~2~S is modulation of protein persulfidation, but the thiol group may undergo a wide range of posttranslational modifications (PTMs) in cells, including oxidation to disulfide (-S-S-), sulfenylation (-SOH), sulfinylation (-SO~2~H), and sulfonylation (-SO~3~H); *s*-nitrosation (-SNO) and glutathionylation (-SS-glutathione). Some of these PTMs can be chemically reversible by reductants in vivo, such as glutathione, or by a cysteine nucleophilic attack to rebuild a disulfide bond. Thioredoxins (TRX) are small oxidoreductases that mainly reduce oxidized cysteines and cleave disulfide bonds. However, TRX may also act as transpersulfidases \[[@B184-antioxidants-09-00621]\], denitrosylases \[[@B185-antioxidants-09-00621],[@B186-antioxidants-09-00621]\] or deglutathionylases \[[@B187-antioxidants-09-00621]\]. Hence, modified cysteines can be restored to a thiol group. In that sense, persulfidation may protect cysteine residues from the other oxidative modifications, which can be eventually more damaging or irreversible. Deregulation of H~2~S, NO or glutathione levels in the cell can be devastating, and these signaling molecules can reversibly modify proteins. Thioredoxin could be necessary to restore a native protein and transfer the modification to another protein to fulfil other outcomes.
In a prolonged oxidative environment, thiol oxidation leads to the irreversible formation of sulfinic and sulfonic acids. H~2~S has been proposed to act as a protective molecule to avoid these irreversible modifications, since persulfidated proteins can react with reactive oxygen/nitrogen species but can also be reduced by thioredoxins to restore the thiol group \[[@B108-antioxidants-09-00621]\]. The role of thioredoxins in maintaining persulfidation has been reported in human embryonic kidney cells and the mouse liver because two thioredoxin knockdown cells showed increased polysulfide and protein persulfidation levels \[[@B188-antioxidants-09-00621]\]. In a recent study, it has been demonstrated that H~2~S regulates the redox state of Trx, disrupting the H~2~O~2~-initiated polymerization of Trx, modulating this antioxidant system \[[@B189-antioxidants-09-00621]\]
The interaction between H~2~S and a wide number of other signaling molecules indicates that H~2~S is an essential molecule of signaling in cell life ([Figure 2](#antioxidants-09-00621-f002){ref-type="fig"}).
6. H~2~S in Human and Plant Therapies {#sec6-antioxidants-09-00621}
=====================================
It is well known that sulfurous water baths were used by ancient civilizations and were known to have healing effects against particular diseases. H~2~S has been recognized as having anti-inflammatory, anti-bacterial, vasodilator, and anti-fungal properties owing to its sulfur content \[[@B68-antioxidants-09-00621],[@B190-antioxidants-09-00621],[@B191-antioxidants-09-00621]\]. Several extracts from the genus Allium, mainly onion and garlic, and their derivatives have been used since ancient times in China as medicines to treat numerous diseases, including cancer \[[@B192-antioxidants-09-00621]\], cardiovascular disease \[[@B193-antioxidants-09-00621]\] and other diseases. It is known that these extracts are a source of sulfur-containing flavor compounds such as diallyl sulfide, allicin and cycloalliin, among others, and which release H~2~S in cells upon interaction with reductants \[[@B194-antioxidants-09-00621],[@B195-antioxidants-09-00621]\].
Currently, these beneficial effects are still under study to develop new strategies and therapies to treat certain diseases in mammals and to address agricultural challenges. In mammals, therapies that include H~2~S are used for their anti-inflammatory effects, cytoprotective properties and antiapoptotic features \[[@B196-antioxidants-09-00621]\]. The aim of these therapies is to be able to use this signaling molecule in heart failure, neurodegenerative diseases and stroke, and ischemia, among others. There has recently been an increasing number of publications indicating that deficiency or excess sulfur amino acids (SAAs), namely, methionine and cysteine, in the diet affect the normal growth of animals and that it is important that SAAs are ingested at the appropriate dose \[[@B197-antioxidants-09-00621],[@B198-antioxidants-09-00621]\], since they affect signaling in cells through H~2~S \[[@B199-antioxidants-09-00621]\]. These amino acids are metabolized through the transsulfuration pathway, which is the one of the main sources of H~2~S in cells; H~2~S has been shown to increase the lifespan of *C. elegans* \[[@B200-antioxidants-09-00621]\] and even humans \[[@B201-antioxidants-09-00621]\].
Nevertheless, clinical research on H~2~S is not easy to perform due to its toxicity, and H~2~S therapy is still in a preliminary preclinical stage. A bottleneck for developing gasotransmitter-based therapeutics is the lack of a safe administration drug. There are some candidate compounds for CO and NO prodrugs \[[@B202-antioxidants-09-00621],[@B203-antioxidants-09-00621],[@B204-antioxidants-09-00621]\] and more interestingly, some H~2~S-releasing drugs are currently in clinical trials \[[@B205-antioxidants-09-00621],[@B206-antioxidants-09-00621]\]. In a recent study, intraperitoneal injections of JK-1 (a H~2~S donor) were administered to mice after transverse aortic constriction and were shown to have substantial beneficial effects on renal and vascular function \[[@B207-antioxidants-09-00621]\]. Another exciting approach was a high increase in the dietary intake of taurine, which boosted CSE-mediated H~2~S production to exert significant protective effects in atherogenesis, hypertension and heart failure \[[@B208-antioxidants-09-00621]\]. However, most therapies use an increase in the dietary intake of sulfur amino acids or directly use slow-releasing H~2~S donors to avoid the toxicity of high H~2~S concentrations \[[@B209-antioxidants-09-00621]\]. These therapies in mouse models can be used as models to study H~2~S donors in humans. A recent study revealed that persulfidation decreases with aging and that dietary/pharmacological interventions could be used to increase persulfidation and extend lifespan \[[@B210-antioxidants-09-00621]\]. Moreover, a few recently published articles described the interplay between H~2~S, CO and NO within the gastrointestinal tract, especially in ulcer healing and prevention of non-steroidal anti-inflammatory drugs (NSAIDs)---induced gastropathy \[[@B211-antioxidants-09-00621],[@B212-antioxidants-09-00621]\]. In addition, a novel H~2~S donor not only increases H~2~S levels, but also increases circulating NO bioavailability in heart failure patients, highlighting the crosstalk between these gasotransmitters in therapeutic trials \[[@B213-antioxidants-09-00621]\].
In plants, new therapies or strategies using H~2~S are being used to deal with economic losses due to fruit and vegetable ripening or crop stress resistance. It has been shown that H~2~S fumigation slows fruit ripening and senescence in fruits and vegetables by inducing antioxidant activities, such as ascorbate peroxidase, catalase, peroxidase, glutathione reductase, and superoxide dismutase \[[@B214-antioxidants-09-00621],[@B215-antioxidants-09-00621],[@B216-antioxidants-09-00621]\]. Treatments with exogenous H~2~S have also been used to control the color degradation of certain horticultural vegetables and fruits by suppressing the degradation of anthocyanins \[[@B214-antioxidants-09-00621]\] and downregulating some chlorophyll degradation genes \[[@B217-antioxidants-09-00621]\]. Interactions between H~2~S and other signaling molecules, such as NO and ethylene, have also been a focus of recent investigations on the senescence of flowers or ripening of fruits. Hydrogen sulfide alleviates postharvest ripening and senescence of fruits by antagonizing the effect of ethylene \[[@B218-antioxidants-09-00621],[@B219-antioxidants-09-00621]\]. In addition, a cooperative effect of H~2~S and NO has been observed on delaying the softening and decay of fruits \[[@B220-antioxidants-09-00621]\], and the crosstalk between these two gasotransmitters is associated with the inhibition of ethylene biosynthesis \[[@B221-antioxidants-09-00621]\].
There is a long list of publications on the beneficial effects of H~2~S treatments in crops, such as enhancing resistance to metal, heat, cold, salt and drought stresses, which have been recently summarized \[[@B222-antioxidants-09-00621]\]. It has been demonstrated that sulfur fertilization of crops reduces sensitivity to pathogens, in a process mediated by hydrogen sulfide \[[@B16-antioxidants-09-00621]\]. H~2~S-induced pathogen resistance is conferred through increased expression of salicylic acid-dependent pathogen-related (PR) genes \[[@B223-antioxidants-09-00621]\] and increased transcription levels of microRNA393 (*MIR393*) genes \[[@B39-antioxidants-09-00621]\]. Another important beneficial effect of H~2~S treatment of crops is its influence on the modulation of photosynthesis \[[@B34-antioxidants-09-00621]\] and autophagy regulation \[[@B57-antioxidants-09-00621]\]. Apparently, H~2~S is able to regulate energy production in mitochondria, protecting against aging and increasing the lifespan of plants in a similar way as in animals \[[@B224-antioxidants-09-00621]\]. All of these advantageous outcomes lead to increased yields and biomass and enhanced germination of agricultural crops after H~2~S administration \[[@B48-antioxidants-09-00621],[@B225-antioxidants-09-00621]\].
7. Conclusions and Future Research {#sec7-antioxidants-09-00621}
==================================
Early life forms had to survive in an atmosphere that contained highly reactive compounds, such as NO, CO and H~2~S, and it seems that during evolution, early life forms not only tolerated these compounds but also included them as important molecules in their signaling mechanisms.
In this review, we summarized the wide promiscuity of H~2~S, which is able to react with a broad range of signaling molecules, acting on its own or in cooperation with those molecules. In addition, we showed that a wide series of pathways are regulated by H~2~S, including either important physiological pathways and pathophysiological or stress conditions. Persulfidation has been proposed to be the mechanism of action of H~2~S in cells throughout all *regna,* but how this modification affects individual proteins and the general consequences on signaling pathways needs further study. The instability of H~2~S and persulfidated cysteines and the imprecise quantitative detection methods for them have slowed the progress of research. Further investigation into developing an appropriate detection method is crucial to understanding H~2~S signaling. Future studies on the compartmentalization or microenvironment of these molecules will be important for studying different modifications on the same target and their biological outcomes. A better understanding of this signaling pathway would shed light on new targets for medical therapies and agricultural remedies.
We thank Marie Skłodowska-Curie grant agreement No. 834120 for funding support and Junta de Andalucıa-FEDER (Project *ref. US-1255781*).
A.A. organized, wrote and prepared the manuscript. C.G., D.C.B. and L.C.R. contributed to writing and reviewing the major parts of the manuscript. All authors have read and agreed to the published version of the manuscript.
This work has received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No. 834120.
The authors declare that this research was conducted in the absence of any commercial or financial relationships that could be construed as potential conflicts of interest.
{#antioxidants-09-00621-f001}
{#antioxidants-09-00621-f002}
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1. Introduction {#sec1-insects-08-00107}
===============
The abundance of many bee and other pollinator species has been declining for a variety of reasons, including increased pesticide usage, agricultural practices, habitat fragmentation, invasive species, spread of pathogens, and climate change \[[@B1-insects-08-00107]\]. Conversely, solitary wasps that may be important for control of pest insects \[[@B2-insects-08-00107]\] may also be negatively affected by intensive agriculture \[[@B3-insects-08-00107]\] and, thus, habitat diversity may benefit some predatory wasp species \[[@B4-insects-08-00107]\]. Many common agricultural practices (e.g., plowing, planting monocultures, etc.) are considered harmful to bees and wasps \[[@B5-insects-08-00107]\], as well as overall floral and faunal biodiversity \[[@B6-insects-08-00107]\]. Agricultural intensification has removed pollinator foraging and nesting habitats, resulting in reduced pollination services available for crops \[[@B7-insects-08-00107]\], and has caused a significant decline of biodiversity \[[@B8-insects-08-00107]\]. In Europe, sown wildflower strips planted near intensively farmed areas are becoming increasingly popular for the purpose of augmenting insect pollinator populations and biological control agents \[[@B9-insects-08-00107]\]. Overall, wildflower strips generally positively impact pollinator abundance and species richness \[[@B8-insects-08-00107]\]. Some researchers have documented higher abundances of pollinators in crops that have wildflower strips growing nearby \[[@B10-insects-08-00107]\]. However, others have found the opposite for some insect species. For example, despite higher abundances in sown wildflower strips, butterfly species richness was not significantly different in wildflower strips compared to that in extensively managed meadows \[[@B11-insects-08-00107]\]. There is also some concern that field margins may shelter potential agricultural pests that could spill over onto adjacent crops \[[@B12-insects-08-00107]\]. Some predatory wasps have been shown to be more abundant in agricultural areas that have greater habitat diversity \[[@B4-insects-08-00107]\] and, therefore, some agricultural practices could help with pest management. As a result, it is important to know more about how wildflower plantings impact beneficial (pollinators, biological control agents) and pest insect species.
Bees and wasps are examples of beneficial insects that might be impacted by wildflower plantings \[[@B8-insects-08-00107]\]. Some solitary bees and wasps utilize tunnels in dead wood or grass stems as nest sites (these usually are called "trap-nesting" bees and wasps) \[[@B13-insects-08-00107]\]. They comprise about 5% of all bee and wasp species \[[@B13-insects-08-00107]\], and knowing how they are impacted by wildflower plantings is important for a few different reasons. First, these bees and wasps can be used as bioindicators for ecological change \[[@B14-insects-08-00107]\], with trap-nesting Hymenoptera exhibiting species richness declines within fragmented landscapes \[[@B15-insects-08-00107]\]. Second, trap-nesting wasp diversity can be an indicator of predator/prey interactions, as they may act as biological controls for many insects \[[@B15-insects-08-00107]\]. Third, declines in bee diversity or insect pollinator activity have been shown to cause reduced pollen loads on plants, resulting in lower seed set in plants and decreased plant fitness \[[@B16-insects-08-00107],[@B17-insects-08-00107]\]. These disruptions of pollination systems can lead to a cascade of bottom-up or top-down ecosystem effects \[[@B16-insects-08-00107]\].
The aim of this study was to determine if small (0.1 ha) planted wildflower strips can increase the number of bamboo reeds occupied by trap-nesting bees and wasps at a given site. Reeds similar to the ones we used are commonly deployed by homeowners and others to increase nesting sites for bees and wasps that can act as pollinators and/or biological control agents \[[@B18-insects-08-00107]\]. Graham \[[@B19-insects-08-00107]\] used trap-nests within the same region as our study, and captured higher abundances of wasps compared to bees despite numerous trap-nesting bees inhabiting this region. However, these trap-nests were randomly placed, and were not placed near wildflowers \[[@B19-insects-08-00107]\]. We hypothesized that the increased floral resources and potential increased prey abundances provided by planted wildflowers plots would result in increased occupation of reeds by trap nesting bees and wasps near the wildflower plots compared to those in fallow controls.
2. Experimental Section {#sec2-insects-08-00107}
=======================
2.1. Study Sites {#sec2dot1-insects-08-00107}
----------------
Eight sites located within agriculturally dominated areas were selected within North-Central Florida ([Figure 1](#insects-08-00107-f001){ref-type="fig"}). All of the sites were located near various crop fields. Each site contained two plots (0.1 ha each), one planted with wildflowers and a second as a fallow control plot, that were located approximately 500 m apart. The relatively short distance between the wildflower and control plots ensured that land use would be similar at a given site and that bees and wasps could potentially visit either plot. Each wildflower plot was prepared for seeding by application of glyphosate and mowing to minimize weed competition with the wildflowers. In October/November 2014, nine native annual and perennial herbaceous flowering plant species ([Table 1](#insects-08-00107-t001){ref-type="table"}) that had been shown to perform well in north Florida agricultural systems \[[@B20-insects-08-00107]\] were hand broadcast within the wildflower plot. In the wild, these wildflowers produce and drop most of their seeds in the fall and our seeding attempted to mimic the natural systems. For each wildflower plot, partridge pea was restricted to a small portion of the plot (\~15% of the area) due to its potential to outcompete other seeded species. A hand seed roller was used immediately after seeding to maximize seed-to-soil contact. During the following spring and summer, the removal of non-desirable weedy species was performed as needed through hand removal, the application of a post-emergence herbicide (i.e., glyphosate or clethodim), and/or mowing. The unenhanced fallow control plots consisted primarily of grasses (Poaceae or Gramineae). The fallow control plots were similar in plant composition to that of the wildflower plots prior to preparing the plots for seeding. The control plots were maintained at the discretion of the landowner and therefore some were mowed every few weeks, while others were mowed only once or twice a year. No flowering forbs or other plants were documented within the fallow control sites during the course of this research.
2.2. Trap-Nests {#sec2dot2-insects-08-00107}
---------------
A set of trap-nests was placed on the edge of each wildflower and fallow control plot shortly before seeding of the wildflower plots (August 2014). The set of trap-nests consisted of three PVC pipes (ID 8.9 cm) within a corrugated plastic box placed 1.5 m above the ground ([Figure 2](#insects-08-00107-f002){ref-type="fig"}). Each PVC pipe contained \~25 pieces of bamboo reed (*Bambusa* sp.). Each reed was 19--22 cm in length, and was cut after an internode, or had one side sealed with concrete to ensure a single entrance into the reed. Reeds with openings of varying inside diameters (IDs) were placed within each PVC pipe to provide nesting resources appropriate to accommodate a wide range of potential hymenopteran species. Available reed IDs ranged from 2.8 mm to 13.4 mm. Between August 2014 and November 2015, reeds were checked every 2--3 weeks, and occupied nests (reeds in which nests were constructed) were removed from the nest-box and replaced with new reeds. The occupied reeds were labeled (date collected and site locality), and a plastic vial was placed over the opening of each occupied reed to collect emerging adults. The occupied reeds were stored outside in an open-air enclosure. The ID of each reed opening was measured using a digital caliper after all insects had emerged from the reed. The first insects emerged in October 2014, and the last emerged in May 2016.
2.3. Data Analysis {#sec2dot3-insects-08-00107}
------------------
Paired *t*-tests were used to determine differences in the number of (1) nests occupied by the various wasp species (abundance); (2) species within the occupied nests (species richness); and (3) wasp prey item availability between augmented wildflower plots and fallow control plots. Reeds that were occupied between April 2015 and November 2015 were used for this analysis because this was when the wildflower plots were in bloom, and thus when they were able to have the greatest impact on nest construction in the reeds. Reed data were averaged from each site during the collection period and a square root transformation was accomplished to assure normality. Only wasp genera for which a minimum of 25 nested reeds were used were included in the abundance analysis. Bee usage of the reeds never reached this threshold. Correspondingly, bee abundance data were not analyzed. Data transformation did not normalize reed ID data and, therefore, a Kruskal-Wallis test was used to determine how reed ID influenced nest construction by the various wasp and bee genera. All analyses were conducted using Statistix 9.0 (Analytical Software, Tallahassee, FL, USA).
3. Results {#sec3-insects-08-00107}
==========
During the flowering period (April--November 2015), bees and wasps constructed nests in a total of 400 reeds throughout the wildflower and fallow control plots. These occupied reeds yielded 1100 individual Hymenopterans and some associated brood parasites. An additional 286 reeds (475 emerging individuals) were gathered prior to the flowering period (August 2014--March 2015). A total of sixteen species of bees and wasps emerged from the reeds along with 12 natural enemies (other wasps, flies, and beetles) ([Table 2](#insects-08-00107-t002){ref-type="table"}). *Pachodynerus erynnis* (Vespidae) was the most common species to emerge from the reeds, emerging from 24.6% of all occupied reeds ([Table 2](#insects-08-00107-t002){ref-type="table"}). They were followed by *Euodynerus megaera* (Vespidae, 15% of occupied reeds), and *Parancistrocerus pedestris* (Vespidae, \~12% of occupied reeds) ([Table 2](#insects-08-00107-t002){ref-type="table"}). The most common brood parasites were from the genus *Chrysis* (Chrysididae) and were found in 9% of all occupied reeds followed by dipterans (2.8%, fly) and natural enemies Ripiphoridae (2.5%, beetle) ([Table 2](#insects-08-00107-t002){ref-type="table"}). Bees from four *Megachile* species emerged from only 11 reeds (1.6% of all occupied reeds) ([Table 2](#insects-08-00107-t002){ref-type="table"}). Overall, diverse food types were represented among the trap-nesting wasps/bees \[[@B13-insects-08-00107],[@B21-insects-08-00107],[@B22-insects-08-00107]\] ([Table 2](#insects-08-00107-t002){ref-type="table"}) as were variable emerging success rates for the various genera/species ([Table 3](#insects-08-00107-t003){ref-type="table"}).
No significant differences in the number of occupied reeds by common (N \> 25 occupied reeds) wasp genera or number of reeds utilized by all parasites were detected between trap-nests placed adjacent to wildflower and those placed adjacent to fallow control plots (*p* \> 0.05; [Table 4](#insects-08-00107-t004){ref-type="table"}). Likewise, no significant difference in species richness of bees or wasps in the occupied reeds was detected between the wildflower and fallow control plots (*p* = 0.389). Reed ID significantly impacted which bee and wasp genera would utilize a given reed as a nest site, with many wasp genera preferring to nest within a narrow range of IDs ([Figure 3](#insects-08-00107-f003){ref-type="fig"}). Wasps or bees emerged from 54% of occupied reeds that also contained natural enemies.
4. Discussion {#sec4-insects-08-00107}
=============
Although wildflower enhancements on farmlands have been used to help augment the numbers of pollinating insects \[[@B9-insects-08-00107],[@B10-insects-08-00107],[@B23-insects-08-00107]\] and arthropod predators \[[@B24-insects-08-00107],[@B25-insects-08-00107]\] adjacent to crops, our data indicated that such enhancements did not increase nest construction by trap-nesting bees or wasps. Tscharntke et al. \[[@B14-insects-08-00107]\] found that trap-nesting wasp occupancy of nests was doubled by adding numerous trap nests, supporting the notion that nest site availability may be more important to nest-seeking wasps than habitat quality.
Tunnel-nesting wasps occupied the majority (\~97.5% nests) of reeds containing nests in this study. Only a few megachilid bees utilized the trap-nests (\~2.5% nests) (excluding bee/wasp parasites). Similarly, Graham \[[@B19-insects-08-00107]\] found that a higher percentage of wasps nested in hollow reeds than did bees in the same region our study was conducted. The wasps collected often utilize nectar, and sometimes use pollen as adults \[[@B26-insects-08-00107]\], but feed their young solely arthropod prey. Therefore, wasps that utilize trap-nests may be more apt at successfully identifying habitats with abundant prey rather than those with high floral diversity \[[@B15-insects-08-00107],[@B27-insects-08-00107]\]. Species richness and abundance of trap-nesting wasps have been found to be unrelated to plant species richness \[[@B15-insects-08-00107],[@B27-insects-08-00107]\]. Due to the small size of the enhanced wildflower plots utilized in this study, wasps would have foraged outside the experimental plots, thus making it possible that wasp prey could also have gathered outside the experimental plots. Pfiffner et al. \[[@B28-insects-08-00107]\] found that enhanced wildflower strips did not always increase lepidopteran egg predator or parasite abundance and that their abundance was more closely related to site-specific environmental factors. Trap-nests have been used as a conservation tool to augment pollinating bees numbers, but have also been found to be attractive to wasps that can contribute to pollination and also help to control some arthropod pest species \[[@B18-insects-08-00107]\].
Bee/wasp utilization of reeds with openings of various IDs was significantly different among the genera, such that genera with larger/longer bodies generally nested in reeds with larger ID openings. Wasps and bees have been shown to have nest entrance size preferences \[[@B14-insects-08-00107],[@B25-insects-08-00107],[@B29-insects-08-00107]\]. Several cavity-nesting Megachilidae have specific nest opening size and structure requirements, and have been managed successfully for pollination services \[[@B30-insects-08-00107],[@B31-insects-08-00107]\]. Commercial trap-nests have been designed to trap and maintain populations of many species of Megachilidae bees for crop pollination. Although inundative release of small parasitoid wasps is a common practice to combat some pests \[[@B32-insects-08-00107]\], no commercial trap-nests for wasps are designed and utilized for biological control. The majority of the aculeate wasp species collected in this study capture microlepidoptera to feed to their young, whereas others prey upon Gryllidae, other Orthopterans, and spiders. Many of these arthropods are common pests within agricultural and residential settings. Due to the narrow range in nest ID preferences of the wasps collected in this study, and their propensity to prey upon certain crop pests, the potential for directed biological control could exist and be augmented using appropriately sized nests.
Megachilidae, the only family of bees using the trap nests in this study, are dependent on nectar as adults, but also gather pollen and some nectar for the mass provisioning of their young. Interestingly, *Megachile lanata* was found in our southernmost experimental site. Native to India and parts of North Africa, it spread to the Antilles during the slave trade \[[@B33-insects-08-00107]\], and later expanded to southern Florida. To our knowledge, this is the first record of this bee collected from a trap-nest. In India, it is an important pollinator of sunn hemp (*Crotalaria juncea*), which is being experimentally tested as a cover crop in Florida \[[@B34-insects-08-00107]\]. Sunn hemp cannot be pollinated by small bees, and a lack of appropriate pollinators can result in reduced seed set \[[@B34-insects-08-00107]\]. Therefore, *M. lanata* could be used as a pollinator of sunn hemp if this plant becomes commercially grown in Florida.
Species richness and abundance of trap-nesting bees and wasps appeared to vary greatly among the sites, suggesting that many of these species have patchy distributions. This variation could be due to many factors, such as nesting/floral resource availability in time and space, pesticide use, surrounding land-use, or other site-specific characteristics \[[@B35-insects-08-00107]\]. The nest IDs of the majority of wasps have not been documented and our data suggests that some wasp species may be attracted to certain nest IDs.
The potential agricultural utility of wildflower strips should not be underestimated, as many benefits have been documented \[[@B9-insects-08-00107]\]. Habitat patches left within cropped areas of large-scale agricultural systems can increase native bee abundance and the corresponding pollination services they provide to adjacent crops \[[@B3-insects-08-00107],[@B36-insects-08-00107]\]. However, whether these beneficial species are simply foragers, or are utilizing the nearby patches for nesting sites is poorly understood. Floral resources are important for sustaining and attracting foraging pollinators. Despite this, nesting structure needs have largely been ignored by most researchers, and should be a priority for bee conservation \[[@B37-insects-08-00107]\]. Our data support the idea that nesting material can be used by trap-nesting wasps, regardless of the surrounding vegetation.
We thank Hennelly Irvin, Mary Bammer, Kane Barr, Steven Pelkey, Siria Gamez, and Josie Irvin for trap establishment, insect collection, and data entry; and Jon Bremer for fly identification. This project was funded by Syngenta as part of the *Operation Pollinator* initiative.
Joshua W. Campbell, Cory Stanley-Stahr, Jaret C. Daniels, and James D. Ellis contributed equally to the overall design of the research. Joshua W. Campbell analyzed the data and wrote the manuscript, with Chase B. Kimmel and Allyn Irvin contributing to the development of the manuscript. Cherice Smithers and Allyn Irvin gathered the data and assisted with data analysis.
The authors declare no conflict of interest.
{#insects-08-00107-f001}
{#insects-08-00107-f002}
{#insects-08-00107-f003}
insects-08-00107-t001_Table 1
######
List of native wildflowers and seed rates used to establish the wildflower plots for this study. \* Partridge pea was planted separately, i.e., in its own strip that occupied \~15% of the wildflower plot. The seeds were purchased from Wildflower Seed and Plant Growers Association (Crescent City, FL, USA).
Plant List Type Seed Rate (kg/ha)
------------------------------------------------------ ----------- -------------------
Partridge Pea (*Chamaecrista fasciculata*) Annual 1.12 \*
Goldenmane Tickseed (*Coreopsis basalis*) Annual 1.01
Lanceleaf Tickseed (*Coreopsis lanceolata*) Perennial 0.19
Leavenworth\'s Coreopsis (*Coreopsis leavenworthii*) Perennial 0.19
Indian Blanket (*Gaillardia pulchella*) Annual 3.03
Swamp Sunflower (*Helianthus angustifolius*) Perennial 0.37
Spotted Beebalm (*Monarda punctata*) Perennial 0.15
Blackeyed Susan (*Rudbeckia hirta*) Annual 0.59
Tall Ironweed (*Vernonia angustifolia*) Perennial 0.69
insects-08-00107-t002_Table 2
######
List of all insect species and number of reeds occupied by the species in the trap-nests from wildflower and fallow control plots at eight sites in Florida.
Order Family Species Site 1 Site 2 Site 3 Site 4 Site 5 Site 6 Site 7 Site 8 Total Food/Food Breadth
--------------------- --------------- ----------------------------------------------------------- -------- -------- -------- -------- -------- -------- -------- -------- ------- -------------------
Hymenoptera (Wasps) Chrysididae *C. inaequidens/wasbaueri* 0 1 0 1 0 0 0 1 3 Wasp/Bee
*Chrysis inaequidens* 0 1 0 4 5 3 5 1 19 Wasp/Bee
*Chrysis nisseri* 0 0 0 0 0 3 1 3 7 Wasp/Bee
*Chrysis pellucidula/remissa* 0 0 0 0 0 2 1 0 3 Wasp/Bee
*Chrysis remissa* 0 4 0 0 0 14 1 0 19 Wasp/Bee
*Chrysis tripartita* 0 0 0 0 0 1 0 0 1 Wasp/Bee
*Chrysis wasbaueri* 0 3 0 1 0 1 1 4 10 Wasp/Bee
Leucospididae *Leucospis affinis* 0 0 0 0 0 0 0 1 1 Bee
Crabronidae *Trypoxylon collinum* 0 8 1 0 8 1 0 1 19 Araneae
*Trypoxylon lacitarse* 0 0 0 0 0 0 2 1 3 Araneae
Sphecidae *Isodontia auripes* 0 14 14 1 6 0 0 9 44 Orthoptera
*Isodontia Mexicana* 1 15 2 0 2 0 14 2 36 Orthoptera
Vespidae *Euodynerus annulatus* 0 0 0 4 1 0 1 0 6 Lepidoptera
*Euodynerus hildalgo* 0 8 0 3 0 3 2 0 16 Lepidoptera
*Euodynerus megaera* 0 6 0 0 30 18 13 36 103 Lepidoptera
*Monobia quadridens* 0 11 0 0 3 3 0 12 29 Lepidoptera
*Pachodynerus erynnis* 2 36 22 24 5 40 37 3 169 Lepidoptera
*Pachodynerus nasidens* 0 0 0 7 0 0 0 0 7 Lepidoptera
*Parancistrocerus pedestris* 3 29 7 0 1 5 29 6 80 Lepidoptera
*Parancistrocerus fulvipes* 0 23 13 0 0 4 14 10 64 Lepidoptera
Hymenoptera (Bees) Megachilidae *Megachile lanata* 0 0 0 2 0 0 0 0 2 Polylectic
*Megachile parallela* 0 0 0 0 0 0 1 0 1 Polylectic
*Megachile policaris* 0 0 0 5 0 0 0 0 5 Polylectic
*Megachile xylocopoides* 0 1 0 0 0 0 2 0 3 Polylectic
Diptera Bombyliidae *Toxophora amphitea* 1 2 0 1 1 1 3 0 9 Wasp/Bee
Sarcophagidae Miltogramminae 1 3 0 1 1 1 2 1 10 Wasp/Bee
(incl. *Amobia* sp., *Senotainia* sp., *Phrosinella* sp.)
Coleoptera Ripiphoridae *Macrosiagon cruenta* 1 5 1 2 2 1 1 3 16 Wasp
*Macrosiagon* sp. 0 0 0 0 0 0 0 1 1 Wasp
Total 9 170 60 56 65 101 130 95 686
insects-08-00107-t003_Table 3
######
Average \# adults (SE) that emerged from reeds and ranges of adult emergences for common species/genera.
Avg. \#/Reed Range
------------------------------ -------------- -------
*Isodontia auripes* 3.0 (0.3) 1--8
*Isodontia mexicana* 3.7 (0.3) 1--7
*Trypoxylon* spp. 3.9 (0.5) 1--10
*Euodynerus annulatus* 2.2 (0.5) 1--3
*Euodynerus hildalgo* 3.1 (0.7) 1--11
*Euodynerus megaera* 2.0 (0.4) 1--8
*Monobia quadridens* 1.0 (0.3) 1--4
*Pachodynerus erynnis* 2.8 (0.2) 1--7
*Pachodynerus nasidens* 1.0 (0.4) 1--4
*Parancistrocerus pedestris* 1.1 (0.1) 1--6
*Parancistrocerus fulvipes* 1.0 (0.2) 1--3
*Megachile* spp. 2.7 (0.6) 1--6
insects-08-00107-t004_Table 4
######
Mean (±SE) abundance of occupied nests by the various wasp species, total parasites and species richness of wasps and bees collected April 2015--November 2015 between fallow control plots and augmented wildflower plots.
Fallow Controls Wildflower Plots P~trt~ (df = 7)
------------------------------ ----------------- ------------------ -----------------
*Euodynerus megaera* 1.9 (1.7) 1.6 (1.0) 0.85
*Isodontia auripes* 1.8 (1.6) 2.0 (1.1) 0.56
*Isodontia mexicana* 1.1 (0.7) 3.1 (1.5) 0.08
*Pachodynerus erynnis* 8.0 (3.3) 6.1 (2.3) 0.90
*Parancistrocerus pedestris* 4.6 (2.2) 4.6 (1.9) 0.90
*Parancistrocerus fulvipes* 2.5 (1.0) 1.8 (0.9) 0.55
Total parasites 3.1 (1.5) 2.3 (1.0) 0.66
Species richness 4.4 (0.8) 5.2 (0.7) 0.39
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An analog-to-digital converter (ADC) is a device or circuit element that converts an analog signal to a digital data. For example, digital data can include a number of different digital codes, and each of the digital codes can correspond to a unique voltage or current level of the analog signal.
Advances in complimentary metal-oxide semiconductor (CMOS) technologies have dramatically improved the performance of systems which generally require an ADC as an interface. As the performance of such systems continues to improve, the performance of analog-to-digital conversion is becoming more important as analog-to-digital conversion is starting to become the system bottleneck in performance as well as power consumption. In addition to the concern of power consumption, some of the challenges in designing an ADC in such scaled CMOS technologies include, for example, a higher resolution, a higher sampling rate leading to a higher bandwidth, etc. | 3.4375 | 3 | [
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Chronic heart failure (CHF) is a leading cause of mortality and morbidity in the world. The prevalence of CHF s increasing as the population ages. While recent advances in the pharmacotherapy of congestive hearts have reduced this mortality and morbidity, a large number of patients develop progressive decompensated heart failure. Typically for CHF, a pump such as a ventricular assist device (VAD) is implanted in a patient awaiting a heart transplant. The VAD is implanted as a “bridge to transplant” for those weakened hearts that are expected to become unable to pump enough blood to sustain life. A VAD is typically attached to the left ventricle and draws blood from the left ventricle and sends the blood to the aorta. During the procedure to implant a VAD, the wall of the left ventricle must be opened, resulting in an interference with the operation of the left ventricle and little chance of cardiac recovery.
A cardiac recovery is possible for patients who suffer from CHF, especially through treatment with biopharmaceuticals (for example, growth factors, cytokines, myoblasts, and stem cells). The likelihood of cardiac recovery is believed to be increased by reducing the stress on the heart from the decompensated state. However, the existence of a VAD greatly reduces the likelihood of cardiac recovery from CHF. The scarcity of transplantable hearts further lessens the chances of recovery after a VAD has been implanted.
Therefore, there exists a need for a hemodynamic assist device that can be implanted without damaging the heart and preventing cardiac recovery. | 3.3125 | 3 | [
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Hidayet Mosque
The Hidayet Mosque (:tr:Hidayet Camii), located on Yalı Köşkü Street in Istanbul’s Eminönü district, was built in 1813 (Islamic Calendar 1229) under Mahmud II. Originally of wood construction, it was reconstructed by the French architect Alexander Vallaury in 1887 under the direction of Abdul Hamid II, as described by the inscription on the entrance to the courtyard.
The design of the two-story mosque can be described as Orientalist. There are two large pointed-arch windows on the Eastern and Western sides of the mosque and 21 windows in the dome. Stairs lead to the second floor, where there is a prayer room and a domed sanctuary.
History
Before Hidayet Mosque was built, the small district called tr:Bahçekapı, located between Eminönü and Sirkeci, was a rough district known for murders, prostitution, and general poor conditions. It was given the informal name of :tr:Melek Girmez Sokağı ("The street that angels abandoned") by the locals. After the plague of 1812, Mahmud II ordered many Istanbul districts including Bahçekapı demolished, and in order to obscure the history of the area, he had the mosque built with the name Hidayet, a word coming from Arabic meaning "seeking the right path".
References
Category:Religious buildings and structures completed in 1813 | 3.140625 | 3 | [
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Digital currency
Taxonomy of money, based on "Central bank cryptocurrencies" by Morten Linnemann Bech and Rodney Garratt
Digital currency (digital money, electronic money or electronic currency) is a type of currency available in digital form (in contrast to physical, such as banknotes and coins). It exhibits properties similar to physical currencies, but can allow for instantaneous transactions and borderless transfer-of-ownership. Examples include virtual currencies and cryptocurrencies[1] and central bank issued money accounted for in a computer database (including digital base money). Like traditional money, these currencies may be used to buy physical goods and services, but may also be restricted to certain communities such as for use inside an online game[2] or social network.[3]
Digital currency is a money balance recorded electronically on a stored-value card or other devices. Another form of electronic money is network money, allowing the transfer of value on computer networks, particularly the Internet. Electronic money is also a claim on a private bank or other financial institution such as bank deposits.[4]
Digital money can either be centralized, where there is a central point of control over the money supply, or decentralized, where the control over the money supply can come from various sources.
History
In 1983, a research paper by David Chaum introduced the idea of digital cash.[5] In 1990, he founded DigiCash, an electronic cash company, in Amsterdam to commercialize the ideas in his research.[6] It filed for bankruptcy in 1998.[7][8]
e-gold was the first widely used Internet money, introduced in 1996, and grew to several million users before the US Government shut it down in 2008. Users of the e-gold mailing list used the term "digital currency" to describe peer to peer payments in various instruments. [9][6] In 1997, Coca-Cola offered buying from vending machines using mobile payments.[10]PayPal launched its USD-denominated service in 1998.[11] In 2009, bitcoin was launched, which marked the start of decentralized blockchain-based digital currencies with no central server, and no tangible assets held in reserve. Also known as cryptocurrencies, blockchain-based digital currencies proved resistant to attempt by government to regulate them, because there was no central organization or person with the power to turn them off.[12]
Origins of digital currencies date back to the 1990s Dot-com bubble. Another known digital currency service was Liberty Reserve, founded in 2006; it lets users convert dollars or euros to Liberty Reserve Dollars or Euros, and exchange them freely with one another at a 1% fee. Several digital currency operations were reputed to be used for ponzi schemes and money laundering, and were prosecuted by the U.S. government for operating without MSB licenses.[13] Q coins or QQ coins, were used as a type of commodity-based digital currency on Tencent QQ's messaging platform and emerged in early 2005. Q coins were so effective in China that they were said to have had a destabilizing effect on the Chinese Yuan currency due to speculation.[14] Recent interest in cryptocurrencies has prompted renewed interest in digital currencies, with bitcoin, introduced in 2008, becoming the most widely used and accepted digital currency.
Comparisons
Digital versus virtual currency
According to the European Central Bank's 2015 "Virtual currency schemes – a further analysis" report, virtual currency is a digital representation of value, not issued by a central bank, credit institution or e-money institution, which, in some circumstances, can be used as an alternative to money.[15] In the previous report of October 2012, the virtual currency was defined as a type of unregulated, digital money, which is issued and usually controlled by its developers, and used and accepted among the members of a specific virtual community.[16]
According to the Bank for International Settlements' November 2015 "Digital currencies" report, it is an asset represented in digital form and having some monetary characteristics.[17] Digital currency can be denominated to a sovereign currency and issued by the issuer responsible to redeem digital money for cash. In that case, digital currency represents electronic money (e-money). Digital currency denominated in its own units of value or with decentralized or automatic issuance will be considered as a virtual currency.
As such, bitcoin is a digital currency but also a type of virtual currency. Bitcoin and its alternatives are based on cryptographic algorithms, so these kinds of virtual currencies are also called cryptocurrencies.
Digital versus traditional currency
Most of the traditional money supply is bank money held on computers. This is also considered digital currency. One could argue that our increasingly cashless society means that all currencies are becoming digital, but they are not presented to us as such.[18]
Types of systems
Centralized systems
Mobile digital wallets
A number of electronic money systems use contactless payment transfer in order to facilitate easy payment and give the payee more confidence in not letting go of their electronic wallet during the transaction.
In January 2010, Venmo launched as a mobile payment system through SMS, which transformed into a social app where friends can pay each other for minor expenses like a cup of coffee, rent and paying your share of the restaurant bill when you forget your wallet.[20] It is popular with college students, but has some security issues.[21] It can be linked to your bank account, credit/debit card or have a loaded value to limit the amount of loss in case of a security breach. Credit cards and non-major debit cards incur a 3% processing fee.[22]
On September 19, 2011, Google Wallet released in the United States to make it easy to carry all your credit/debit cards on your phone.[23]
The UK's O2 invented O2 Wallet[25] at about the same time. The wallet can be charged with regular bank accounts or cards and discharged by participating retailers using a technique known as 'money messages'. The service closed in 2014.
Virtual currency
A virtual currency has been defined in 2012 by the European Central Bank as "a type of unregulated, digital money, which is issued and usually controlled by its developers, and used and accepted among the members of a specific virtual community".[16] The US Department of Treasury in 2013 defined it more tersely as "a medium of exchange that operates like a currency in some environments, but does not have all the attributes of real currency".[31] The key attribute a virtual currency does not have according to these definitions, is the status as legal tender.
Law
Since 2001, the European Union has implemented the E-Money Directive "on the taking up, pursuit and prudential supervision of the business of electronic money institutions" last amended in 2009.[32] Doubts on the real nature of EU electronic money have arisen, since calls have been made in connection with the 2007 EU Payment Services Directive in favor of merging payment institutions and electronic money institutions. Such a merger could mean that electronic money is of the same nature as bank money or scriptural money.
Securities and Exchange Commission guidance
New York state regulation
In July 2014, the New York State Department of Financial Services proposed the most comprehensive regulation of virtual currencies to date, commonly called BitLicense.[37] Unlike the US federal regulators it has gathered input from bitcoin supporters and the financial industry through public hearings and a comment period until 21 October 2014 to customize the rules. The proposal per NY DFS press release “sought to strike an appropriate balance that helps protect consumers and root out illegal activity".[citation needed] It has been criticized by smaller companies to favor established institutions, and Chinese bitcoin exchanges have complained that the rules are "overly broad in its application outside the United States".[38]
Hong Kong’s Octopus card system: Launched in 1997 as an electronic purse for public transportation, is the most successful and mature implementation of contactless smart cards used for mass transit payments. After only 5 years, 25 percent of Octopus card transactions are unrelated to transit, and accepted by more than 160 merchants.[40]
London Transport’s Oyster card system: Oyster is a plastic smartcard which can hold pay as you go credit, Travelcards and Bus & Tram season tickets. You can use an Oyster card to travel on bus, Tube, tram, DLR, London Overground and most National Rail services in London.[41]
Japan’s FeliCa: A contactless RFID smart card, used in a variety of ways such as in ticketing systems for public transportation, e-money, and residence door keys.[42]
The Netherlands' Chipknip: As an electronic cash system used in the Netherlands, all ATM cards issued by the Dutch banks had value that could be loaded via Chipknip loading stations. For people without a bank, pre-paid Chipknip cards could be purchased at various locations in the Netherlands. As of January 1, 2015, you can no longer pay with Chipknip.[43]
In March 2018, the Marshall Islands became the first country to issue their own cryptocurrency and certify it as legal tender; the currency is called the "sovereign".[45]
Canada
The Bank of Canada have explored the possibility of creating a version of its currency on the blockchain.[46]
The Bank of Canada teamed up with the nation’s five largest banks — and the blockchain consulting firm R3 — for what was known as Project Jasper. In a simulation run in 2016, the central bank issued CAD-Coins onto a blockchain similar Ethereum.[47] The banks used the CAD-Coins to exchange money the way they do at the end of each day to settle their master accounts.[47]
China
A deputy governor at the central bank of China, Fan Yifei, wrote that "the conditions are ripe for digital currencies, which can reduce operating costs, increase efficiency and enable a wide range of new applications".[47] According to Fan Yifei, the best way to take advantage of the situation is for central banks to take the lead, both in supervising private digital currencies and in developing digital legal tender of their own.[48]
Denmark
The Danish government proposed getting rid of the obligation for selected retailers to accept payment in cash, moving the country closer to a "cashless" economy.[49] The Danish Chamber of Commerce is backing the move.[50] Nearly a third of the Danish population uses MobilePay, a smartphone application for transferring money.[49]
Ecuador
A law passed by the National Assembly of Ecuador gives the government permission to make payments in electronic currency and proposes the creation of a national digital currency. "Electronic money will stimulate the economy; it will be possible to attract more Ecuadorian citizens, especially those who do not have checking or savings accounts and credit cards alone. The electronic currency will be backed by the assets of the Central Bank of Ecuador", the National Assembly said in a statement.[51] In December 2015, Sistema de Dinero Electrónico ("electronic money system") was launched, making Ecuador the first country with a state-run electronic payment system.[52]
Germany
The German central bank is testing a functional prototype for the blockchain technology-based settlement of securities and transfer of centrally-issued digital coins.[53][54]
Unified Payments Interface (UPI) is an instant real-time payment system developed by National Payments Corporation of India facilitating inter-bank transactions. The interface is regulated by the Reserve Bank of India and works by instantly transferring funds between two bank accounts on a mobile platform.
UPI is built over Immediate Payment Service(IMPS) for transferring funds. Being a digital payment system it is available 24*7 and across public holidays. Unlike traditional mobile wallets, which takes a specified amount of money from user and stores it in its own accounts, UPI withdraws and deposits funds directly from the bank account whenever a transaction is requested. It uses Virtual Payment Address (a unique ID provided by the bank), Account Number with IFS Code, Mobile Number with MMID (Mobile Money Identifier), Aadhaar Number, or a one-time use Virtual ID. An UPI-PIN (UPI Personal Identification number that one creates on the UPI app of the bank) is required to confirm each payment.
Russia
Government-controlled Sberbank of Russia owns Yandex.Money – electronic payment service and digital currency of the same name.[56]
Russia’s President Vladimir Putin has signed off on regulation of ICOs and cryptocurrency mining by July 2018.[57]
South Korea
South Korea plans national digital currency using a Blockchain.[58] The chairman of South Korea’s Financial Services Commission (FSC), Yim Jong-yong, announced that his department will "Lay the systemic groundwork for the spread of digital currency."[58] South Korea has already announced plans to discontinue coins by the year 2020.[59]
Sweden
Sweden is in the process of replacing all of its physical banknotes, and most of its coins by mid-2017. However, the new banknotes and coins of the Swedish krona will probably be circulating at about half the 2007 peak of 12,494 kronor per capita. The Riksbank is planning to begin discussions of an electronic currency issued by the central bank to which "is not to replace cash, but to act as complement to it".[60] Deputy Governor Cecilia Skingsley states that cash will continue to spiral out of use in Sweden, and while it is currently fairly easy to get cash in Sweden, it is often very difficult to deposit it into bank accounts, especially in rural areas. No decision has been currently made about the decision to create "e-krona". In her speech, Skingsley states: "The first question is whether e-krona should be booked in accounts or whether the ekrona should be some form of a digitally transferable unit that does not need an underlying account structure, roughly like cash." Skingsley also states: "Another important question is whether the Riksbank should issue e-krona directly to the general public or go via the banks, as we do now with banknotes and coins." Other questions will be addressed like interest rates, should they be positive, negative, or zero?
Switzerland
In 2016, a city government first accepted digital currency in payment of city fees. Zug, Switzerland, added bitcoin as a means of paying small amounts, up to 200 SFr., in a test and an attempt to advance Zug as a region that is advancing future technologies. In order to reduce risk, Zug immediately converts any bitcoin received into the Swiss currency.[61]Swiss Federal Railways, government-owned railway company of Switzerland, sells bitcoins at its ticket machines.[62][62]
UK
The Chief Scientific Adviser to the UK government advised his Prime Minister and Parliament to consider using a blockchain-based digital currency.[63]
The chief economist of Bank of England, the central bank of the United Kingdom, proposed abolition of paper currency. The Bank has also taken an interest in bitcoin.[47][64] In 2016 it has embarked on a multi-year research programme to explore the implications of a central bank issued digital currency.[39] The Bank of England has produced several research papers on the topic. One suggests that the economic benefits of issuing a digital currency on a distributed ledger could add as much as 3 percent to a country's economic output.[47] The Bank said that it wanted the next version of the bank’s basic software infrastructure to be compatible with distributed ledgers.[47]
Ukraine
The National Bank of Ukraine is considering a creation of its own issuance/turnover/servicing system for a blockchain-based national cryptocurrency.[65] The regulator also announced that blockchain could be a part of a national project called "Cashless Economy".[65]
Adoption by financial actors
Government attitude dictates the tendency among established heavy financial actors that both are risk-averse and conservative. None of these offered services around cryptocurrencies and much of the criticism came from them.
The first mover among these has been Fidelity Investments, Boston based Fidelity Digital Assets LLC will provide enterprise-grade custody solutions, a cryptocurrency trading execution platform and institutional advising services 24 hours a day, seven days a week designed to align with blockchain's always-on trading cycle".[66] It will work with Bitcoin and Ethereum with general availability scheduled for 2019.
Hard vs. soft digital currencies
Hard electronic currency does not have the ability to be disputed or reversed when used. It is nearly impossible to reverse a transaction, justified or not. It is very similar to cash. Advantages of this system include it being cheaper to operate, and transactions are instantaneous. Western Union, KlickEx and Bitcoin are examples of this type of currency.[67]
Soft electronic currencies are the opposite of hard electronic currencies. Payments can be reversed. Usually, when a payment is reversed there is a "clearing time." This can take 72 hours or more. Examples of soft currencies are PayPal and any type of credit card. A hard currency can be "softened" with a third party service.[67]
Criticism
Many existing digital currencies have not yet seen widespread usage, and may not be easily used or exchanged. Banks generally do not accept or offer services for them.[68] There are concerns that cryptocurrencies are extremely risky due to their very high volatility[69] and potential for pump and dump schemes.[70] Regulators in several countries have warned against their use and some have taken concrete regulatory measures to dissuade users.[71] The non-cryptocurrencies are all centralized. As such, they may be shut down or seized by a government at any time.[72] The more anonymous a currency is, the more attractive it is to criminals, regardless of the intentions of its creators.[72]Forbes writer Tim Worstall has written that the value of bitcoin is largely derived from speculative trading.[73] Bitcoin has also been criticised for its energy inefficient SHA-256-based proof of work.[74] | 3.46875 | 3 | [
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Argument from fallacy
An argument from fallacy, or the fallacy fallacy is a formal fallacy which occurs when analyzing an argument and assuming that, because the argument contains a logical fallacy the conclusion of that argument must be false. It is also commonly referred to as the fallacist's fallacy.
Form
The form of the argument from fallacy requires a meta-argument, or an argument about the claims of an argument.
The issue here is that while the presence of a fallacy is sufficient to render argument A invalid, it does not make C false. Rather, the truth value of C is unknown, because there is no valid argument as to whether C is true or false. | 3.421875 | 3 | [
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1. Field
The invention, in certain embodiments, relates to communication systems which may employ transmission of feedback information and responses thereto, on a wireless connection.
2. Description of the Related Art
Wireless data traffic is projected to grow significantly. However, innovations in cellular air-interface design, culminating in the third generation partnership project (3GPP) long term evolution (LTE), provide spectral efficiency performance that may not be able to improve at a corresponding rate. To meet the growing traffic demand, other approaches may be used, such as increasing the cellular capacity per square meter by either shrinking cell-sizes or acquiring additional spectrum. For example, smaller cells may be implemented through heterogeneous networks of picos and macros, such as for carrier frequencies below 6 GHz, for example LTE heterogeneous network (HetNet). Similarly, 500 MHz of more spectrum is being made available below 5 GHz, which may help to meet the growing demand. This added spectrum, however, may also eventually be outpaced by the demand. Moreover, the available spectrum below 6 GHz is limited and there may be practical limits to how small cells can shrink. Thus, resources in frequencies above 6 GHz may be used to meet this demand for future (for example beyond 4G) cellular systems.
Unlike traditional cellular systems, electromagnetic (EM) waves in for example the millimeters bands (for example, for frequencies above 6 GHz) do not benefit from diffraction and dispersion, making it difficult for them to propagate around obstacles. Moreover, such millimeter waves also suffer higher penetration loss in some materials. For example, penetration loss of concrete block is 10 times higher at millimeter bands as compared to microwave bands. As a result, millimeter transmissions may be much more likely to encounter shadowing effects than microwave transmission. Millimeter transmissions may also have less favorable link budgets due to lower power amplifier (PA) output powers and greater pathloss at these higher frequencies.
As a result, to provide sufficient coverage from each access point, for example, 100 meter radius, narrow directional antenna array beams may be used both at the access point (AP) and the user equipment (UE).
The smaller wavelengths may allow for fabrication of much larger antenna arrays in much smaller areas than is typical at microwave bands. For example, arrays with as many as 8 to 32 elements providing 18 to 30 dB in link budget gain may be implemented. Reliance on these array gains can complicate link acquisition and maintenance. Traditional cellular systems, such as 3G LTE, cannot simply be upbanded and expected to function in the millimeter bands.
For example, because of the large number of antennas, the beam created by the array may be fairly narrow. With narrow beams, the user equipment may lose radio connection to the access point in case of blockage or misalignment. This may be due to, for example, obstruction between the user equipment and access point by objects, such as humans, trees, cars, or the like. Misalignment may be due to misalignment of the antenna array beams caused by wind-induced vibrations at the access point, or beam misalignment due to changes in user orientation, for example, due to how a device is held.
Current cellular radio standards such as 3GPP LTE provide solutions for frequency bands below 6 GHz which have well known propagation characteristics. A LTE system which is simply upbanded to 70 GHz would not provide adequate coverage or economy. LTE relies on radio wave diffraction around obstacles and therefore an LTE millimeter wave system would not achieve a reasonable coverage reliability target, for example 90% coverage reliability. Similarly, the power efficiency of semiconductor devices is reduced at frequencies above 10 GHz. LTE, which employs OFDM modulation, conventionally requires a significant Power Amplifier (PA) backoff making the solution less desirable at 70 GHz.
Local area solutions such as IEEE 802.11ad and IEEE 802.15.c exist and define air interfaces for local area access. The solutions are typically targeted to indoor deployments or for personal area networks. For example, 10 meter ranges are typically sited as a solution.
For future (e.g., beyond 4G (B4G)) cellular system, one access architecture for deployment of cellular radio equipment may employ millimeter wave (mmWave) radio spectrum. Example requirements for B4G include peak data rate of 20-30 Gbps and latency of less than 1 ms. To allow this, several features may be required, very high bandwidth, very small subframe size, near line-of-sight with rapid site selection and collaboration, and narrow beam-width. There are two main issues related to latency, as discussed below.
In Rel-10 LTE, user equipment category 8 is capable of supporting a maximum transport block size (TBS) of 2998560 per 1 ms transmission time interval (TTI) which is equivalent to 3 Gbps (assuming 5 carriers are aggregated using 8×8 multiple input multiple output (MIMO)). The processing time requirement for this user equipment may be 3 ms. In B4G, if the subframe size is reduced to 0.1 ms and the peak data rate is 30 Gbps, then the user equipment may be required to processing the same maximum TBS as user equipment category 8 but for a 0.1 ms subframe. Using current technology, the processing time for this user equipment will remain 3 ms, which is significantly longer than the subframe length and therefore likely to introduced large latency when retransmission is required. Even with significant improvement in user equipment processing capability, the reduced processing time (e.g. 1 ms) may still be significantly larger than the subframe size and can lead to unnecessarily large latency.
Secondly, with mmWave and narrow beams, the user equipment may lose connection to the transmission point, for example, due to blockage or misalignment of the antenna array beams caused by human movement or by wind-induced vibrations at the access point, and may require rapid site selection. However, the transmission/reception point may require feedback from the user equipment that connection has been lost. Traditionally, the eNB may wait for HARQ feedback from the user equipment to determine that connection has been lost. However, this can take a long time due to user equipment processing requirement as discussed above. | 3.046875 | 3 | [
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The present invention relates to semiconductor devices, and more particularly to light emitting diodes mounted to a submount in a junction-down configuration.
GaN-based light emitting diodes (LEDs) typically comprise an insulating or semiconducting substrate such as SiC or sapphire on which a plurality of GaN-based epitaxial layers are deposited. The epitaxial layers comprise an active region having a p-n junction that emits light when energized. A typical LED is mounted substrate side down onto a submount, also called a package or lead frame (hereinafter referred to as a “submount”). FIG. 4 schematically illustrates a conventional LED having an n-type SiC substrate 10, an active region 12 comprising an n-GaN-based layer 14 and a p-GaN-based layer 16 grown on the substrate and patterned into a mesa. A metal p-electrode 18 is deposited on the p-GaN layer 16 and a wire bond connection 28 is made to a bond pad 20 on the p-electrode 18. An n-electrode 22 on the conductive substrate is attached to metallic submount 24 using a conductive epoxy 26. In the conventional process, the conductive epoxy 26 (usually silver epoxy) is deposited on the submount and the LED is pressed into the epoxy 26. The epoxy is then heat cured which causes it to harden, providing a stable and electrically conductive mount for the LED chip. A substantial amount of the light generated in the active region 12 may be transmitted into the substrate and absorbed by the epoxy 26.
Junction-down (or “flip-chip”) mounting of LEDs involves mounting the LED onto the submount substrate side up. Light is then extracted and emitted through the transparent substrate. Junction-down mounting may be an especially desirable technique for mounting SiC-based LEDs. Since SiC has a higher index of refraction than GaN, light generated in the active region does not internally reflect (i.e. reflect back into the GaN-based layers) at the GaN/SiC interface. Junction-down mounting of SiC-based LEDs may improve the effect of certain chip-shaping techniques known in the art. Junction-down packaging of SiC LEDs may have other benefits as well, such as improved heat dissipation, which may be desirable depending on the particular application for the chip.
One problem with junction-down mounting is illustrated in FIG. 5. Namely, when a chip is mounted junction-down on a conductive submount or package using conventional techniques, a conductive die attach material 26 is deposited on the chip and/or on the submount 24, and the chip is pressed into the submount 24. Alternatively, the conductive die attach material 26 may comprise a solder such as Sn or Au/Sn in which case the chip is bonded to the submount 24 by thermocompression bonding.
Thermocompression bonding is a technique whereby a device is mounted to a substrate or submount using heat and pressure, thereby creating a conductive bond between the device and the submount. Typically, a vacuum collet is used to pick up the device and physically place it in contact with a submount that is formed of a material with which the solder used may form an alloy. Once the device is in contact with the submount, force is applied to the device through the collet. Through a combination of heat and pressure, the solder becomes alloyed with the submount and the device is welded in place. In order to form such a bond, the device must include a metal pad layer made of a metal such as Sn that will form an alloy bond with the submount when heat and pressure are applied. Other metals and alloys having a sufficiently low melting point are Au/Sn, Pb/Sn, and Ag/Sn may be used. Some suitable submount materials are silver and gold.
Typical thermocompression processes utilize a minimum force of about 30 to 50 g to cause the die to become bonded to the submount. However, this force may cause some of the molten bond metal to squeeze out and form a shunt circuit between the n-type substrate and the submount around the p-n junction, degrading the device operation.
Accordingly, as illustrated in FIG. 5, the conductive die attach material 26 can squeeze out and make contact with the n-type layers 14 and 10 in the device, thereby forming a Schottky diode connection that short-circuits the p-n junction in the active region with predictably undesirable results. Thus, improvements in the design of LEDs may be desirable for improved junction-down mounting. | 3 | 3 | [
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Photorefractives are able to create real-time holograms through the interference of two or more laser beams within the photorefractive material. The hologram can take the form of a real or virtual image of an object or data, or, in the simplest case, form a diffraction grating. Generally, a diffraction grating is an optical component with a regular pattern, which splits and diffracts light into several beams travelling in different directions. The diffraction grating can be either in phase with the optical interference pattern or out of phase. When in phase, the diffraction grating behaves in the same way as any common diffraction grating, causing equal diffraction of each of the writing beams. However, if the diffraction grating is out of phase with respect to the optical interference pattern, power may be transferred from one or more beams to another. This well established technique is useful for amplifying weak signal beams and for coherently combining two or more beams into a single stronger laser beam.
Diffraction gratings within waveguide structures have previously been used as extremely sensitive optical sensors. The method relies on placing a diffraction grating (a Bragg grating) within a thin optical waveguide at the surface of a transparent substrate. The electric field component of the guided light is able to penetrate a very small distance beyond the confines of the waveguide surface into the surrounding environment. This surface electric field is often called the evanescent field. The propagation of the light within the surface waveguide is highly sensitive to any changes of the surface refractive index, even changes which occur within the evanescent field above the surface. The reflectivity and wavelength selectivity of the surface waveguide diffraction grating are therefore sensitive to any changes of the evanescent field. Materials which come into contact with (or very close to) the surface influence the effective surface refractive index and can be detected by monitoring changes in the optical properties of the embedded diffraction grating. Optical fibers and surface waveguides have both been used successfully for this application and the best devices are capable of detecting fifth decimal place changes in refractive index. Typical applications include biological sensors, refractive index measurement, and product and substance identification. | 3.734375 | 4 | [
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Green coffee beans are coffee beans that have not yet been roasted. The roasting process of coffee beans reduces amounts of the chemical chlorogenic acid. This roasting process seems to destroy some of the healthy, natural chemicals in the beans. Therefore, green coffee beans have a higher level of chlorogenic acid compared to regular, roasted coffee beans. Chlorogenic acid in green coffee is associated to having health benefits for heart disease, diabetes, weight loss, and others.
Some research shows green coffee may help with weight loss. Studies suggest that it can reduce the absorption of carbohydrates from the digestive tract, which lowers blood sugar and insulin spikes.
In a study presented at the 243rd National Meeting & Exposition of the American Chemical Society (ACS), the world's largest scientific society, Joe Vinson, Ph.D., and colleagues described how a group of overweight or obese people who consumed a fraction of an ounce of ground green coffee beans each day lost about 10 percent of their body weight. "Based on our results, taking multiple capsules of green coffee extract a day -- while eating a low-fat, healthful diet and exercising regularly -- appears to be a safe, effective, inexpensive way to lose weight," Vinson said at the ACS meeting. He is with the University of Scranton in Pennsylvania. | 3.109375 | 3 | [
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What is Soft Links and Hard Links in Linux File System
This short post explains what links are and the difference between symbolic (soft) and hard links. A link is a mechanism that allows several filenames to refer to a single file on disk. There are two kinds of links:1. hard links.
2. symbolic (soft) links.
Hard Links
– A hard link associates two (or more) filenames with an inode.
– Hard links all share the same disk data blocks while functioning as independent directory entries.
– Hard links may not span disk partitions, since inode numbers are only unique within a given device.
Symbolic Links
– A symbolic link is a special file type which points to another file.
– The contents of this special file is the name of the file that it points to.
– Symbolic links are created by the “ln -s“” command.
– Once a file which is pointed to by a symbolic link is deleted, the link still points to it, leaving a hanging link.
– You can use the find command to locate symbolic links:
# find ./* -type l -ls
Examples
1. Consider a file ‘example’ to which there is a hard link ‘hlink’ and a symbolic link ‘slink’. Check the contents of the directory for the file ‘example’: | 3.765625 | 4 | [
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Pages
Monday, December 1, 2008
Space Savvy
The Gemini Program Begins with a Bang
Soon after the assassination of President John F. Kennedy in Dallas on Nov. 22, 1963, Eric Sevareid, a CBS news reporter said that his legacy was his attitude and contagious spirit that all things are possible for Americans if only we have the vision and will. In a speech at Rice University on September 12, 1962, President Kennedy sets a goal to put a man on the Moon and return him safely to Earth before the end of the decade. At this point in time, the USA has a total of 20 minutes of spaceflight experience. This nearly inconceivable challenge is considered courageous and historic by some, arrogant and fool-hardy by others.
But NASA and the nation takes JFK's words to heart. The next step after the Mercury program is to graduate to the Gemini program and two-man capsules. The Mercury missions proved spaceflight was possible for human beings. Gemini will teach man how to fly to the Moon.On September 17, 1962, a second group of astronauts arrive, four from the Air Force, two from the Navy, and two civilians. They are called The New Nine and several will become famous: Jim Lovell, Neil Armstrong and Buzz Aldrin among them. Rivalry between the astronauts is intense. Each wants to be first to step on the surface of the Moon.
John Young, one of the New Nine, and Gus Grissom of the original Mercury Seven are the first two astronauts paired for a Gemini mission. Their comaraderie and enthusiasm gives them a reputation among their peers of being a sort of 'dynamic duo.'
But there's a problem...
A more powerful rocket is needed to launch a two man capsule into space. The Air Force is developing the new Titan missiles but having difficulties adapting missile rockets to a manned Gemini vehicle. The Titans are initially a disaster (see YouTube video). One out of every five fails catastrophically. Astronauts watch as the rockets explode on the launchpad again and again. The odds aren't good enough to risk propelling a manned mission into space.
Engineers attack the problems and create safeguards and backup systems to make the rockets safer. Finally NASA launches two rockets in a row that don't explode with the unmanned Gemini 1 and Gemini 2 capsules. John Young and Gus Grissom will ride the next into space aboard Gemini 3. Their primary goal? Test the brand new rocket and capsule and return...alive. If anything goes wrong with the launch, Young and Grissom will be killed on live television with millions watching.
In a moment of optimism, Grissom names the Gemini 3 capsule The Molly Brown after the Broadway hit "The Unsinkable Molly Brown." He hopes the name will bring good luck and, if the voyage is successful, won't end with the same fate as his Liberty Bell 7 Mercury capsule which sank before recovery. The Molly Brown was the last NASA vehicle to be named by an astronaut.
The launch aboard the converted ICBM (intercontinental ballistic missile) goes flawlessly. The rocket stages fall away and the Gemini 3 capsule reaches orbit. Grissom and Young become the first Americans to fly in space together. They make three successful orbits of the earth testing important maneuvers and altitude changes that are essential first steps in reaching the Moon.
With the exception of a contraband corned beef sandwich smuggled aboard by John White (for which the crew was later reprimanded because the crumbs could have played major havoc with the instrumentation onboard), a couple of minor failed experiements and a glitch with the orbital manuevering system thrusters (that would manifest itself again in Gemini 8 as a much larger issue) the flight was without significant problems.
But re-entry is not so perfect. Back on Earth, the recovery task force of 27 ships and 126 aircraft wait while things go amiss. In an interview for the Discovery Channel documentary When We Left Earth, John Young states, "We screwed up on re-entry. When we fired the retro-rockets, we forgot the Earth rotated under us. We forgot to put the rotation of the Earth into the equation."
When the parachutes engaged, the sudden change in orientation in the capsule causes Gus Grissom to crack the plexiglas faceplate of his helmet on a control panel. The Gemini capsule is coming down about 190 miles short of the targeted recovery area. Grissom is able to make up much of this distance during assent, but Gemini 3 still lands about sixty miles off target. The men decide to deviate from standard landing procedures by not opening their capsule's hatch, and by keeping their helmets on for some time after splashdown due to smoke that was present from the thrusters. As the astronauts drift in the Atlantic waiting for rescue, Grissom gets seasick, but both men are recovered safely after an uncomfortable thirty minutes or so.
A large crowd turns out for a ticker tape parade in the cold rain of lower Manhattan to welcome the returning heroes home. The first Gemini flight has been a success and has laid the groundwork for more ambitious missions to come.
Each Gemini mission going forward will involve huge risks and giant leaps in achieving the goal set by President Kennedy. The next Gemini mission will involve another historic first for spaceflight. One of the astronauts will conduct an EVA or Extra Vehicular Activity. For the first time, man will walk in space.
2 comments:
Wow. What a concise, fascinating flow of information, Laurie. Imagine where I may have soared to, if only one of the classes I snored through in my formative years could have been so well written and fun to read. Thanks for sharing this historic documentary on the accomplishments of the USA space program.
Oh, so glad you enjoyed it, Arlene. Rediscovering our space program has been a blast for me and an information bonanza. I'm learning so much I never knew and I'm awestricken at the amount of risk these brave men and women took on to advance our knowledge of space and spaceflight.
I never realized what a monstrous task it was to reach the Moon. Most people know about the near disaster with Apollo 13, but I think few realize that almost every excursion into space has its dramas and moment of jeapardy where the crew and/or the craft could have been lost.
"To boldly go where no one has gone before" should have been NASAs motto.
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This blog is named in honor of the seedy tavern on the planet Dartis in Inherit the Stars where Laurie's MC Sair originally began his journey--before her critiquers compelled her to trash the Star Wars cantina opening. [See post entitled: From Whence Came the Nameclick to see the excerpt.]
Not being one to give up on a theme, a new Spacefreighters Lounge manifested itself on the planet Banna in a later draft--reincarnated as a slightly more respectable locale. | 3.109375 | 3 | [
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(A) Laser light at 578 nm is pre-stabilized to an isolated, high-finesse optical cavity using Pound-Drever-Hall detection and employing electronic feedback to an acousto-optic modulator (AOM) and laser piezoelectric-transducer. This stable laser light is then delivered to the Yb-1 and Yb-2 systems, where it is aligned along the optical lattice axis to probe the atomic clock transition. Resonance with the atomic transition is detected by observing atomic fluorescence collected onto a photomultiplier tube (PMT). The fluorescence signal is digitized and processed by a microcontroller unit (MCU), which computes a correction frequency, f1;2(t). This correction frequency is applied to the relevant AOM by way of a direct digital synthesizer (DDS), and locks the laser frequency onto resonance with the clock transition. (B) Relevant Yb atomic energy levels and transitions, including laser cooling transitions (399 and 556 nm), the clock transition (578 nm), and the optical pumping transition used for excited state detection (1388 nm). (C) A single-scan, normalized excitation spectrum of the 1S0- 3P0 clock transition in 171Yb with 140 ms Rabi spectroscopy time; the red line is a free-parameter sinc2 function fit. Credit: arXiv:1305.5869 [physics.atom-ph]
(Phys.org) —Researchers at the National Institute of Standards and Technology in Boulder Colorado have succeeded in building a record breaking clock—one that has an instability of just one part in 10-18. They describe their new clock in a paper they've uploaded to the preprint server arXiv. In it they suggest that if their clock could somehow be used to gauge the age of the universe, it would be able to do so within just a single second.
As time has passed, clock-making has become more important—besides helping people get together at prearranged times, clocks now help run the GPS system, keep networks on track and are key to unlocking the fundamental laws of the universe. As technology has grown in sophistication, so too has the need for ever more accurate clocks. This has led to atomic clocks which use the electronic transition frequency in the ultraviolet, optical or microwave region of the electromagnetic spectrum to keep very accurate time. In this new effort, the researchers built a new type of atomic clock that is more accurate than any that has come before.
To build their clock the researchers employed a laser and mirrors to build a lattice trap capable of capturing atoms—its purpose was to hold atoms steady so that there wouldn't be any frequency interference, a problem with other atomic clocks. The trap was then filled with ytterbium atoms which were then shot with a second laser to measure their electronic frequencies. The result was a clock that if allowed, would be off by less than a second if run for 31 billion years.
Building a clock that is believed to be the most accurate in the world creates a problem though, how to accurately measure its accuracy? The answer is by building another clock exactly like the first of course and then comparing the two against one another. That's what the researchers did, running both clocks for a short period to see if they came up with exactly the same time duration, which the researchers report, they did.
One of the first uses for the new clock will be in measuring gravitational redshift, which is a means of measuring very precisely, the height of geographic areas. This can be done because time moves slower in areas of higher gravity. The researchers say their new clock is capable of measuring redshit to within 1 centimeter.
Explore further Physicists propose a way to make atomic clocks more accurate
More information: An atomic clock with $10^{-18}$ instability, arXiv:1305.5869 [physics.atom-ph] An atomic clock with $10^{-18}$ instability, arXiv:1305.5869 [physics.atom-ph] arxiv.org/abs/1305.5869 Abstract
Atomic clocks have been transformational in science and technology, leading to innovations such as global positioning, advanced communications, and tests of fundamental constant variation. Next-generation optical atomic clocks can extend the capability of these timekeepers, where researchers have long aspired toward measurement precision at 1 part in $bm{10^{18}}$. This milestone will enable a second revolution of new timing applications such as relativistic geodesy, enhanced Earth- and space-based navigation and telescopy, and new tests on physics beyond the Standard Model. Here, we describe the development and operation of two optical lattice clocks, both utilizing spin-polarized, ultracold atomic ytterbium. A measurement comparing these systems demonstrates an unprecedented atomic clock instability of $bm{1.6times 10^{-18}}$ after only $bm{7}$ hours of averaging. via Arxiv Blog Journal information: arXiv
© 2013 Phys.org | 3.03125 | 3 | [
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THAT “tsunami” is one of the few Japanese words in global use points to the country's familiarity with natural disaster. But even measured against Japan's painful history, its plight today is miserable. The magnitude-9 earthquake—the largest ever in the country's history, equivalent in power to 30,000 Hiroshimas—was followed by a wave which wiped out whole towns. With news dribbling out from stricken coastal communities, the scale of the horror is still sinking in. The surge of icy water shoved the debris of destroyed towns miles inland, killing most of those too old or too slow to scramble to higher ground (see article). The official death toll of 5,429 will certainly rise. In several towns over half the population has drowned or is missing.
In the face of calamity, a decent people has proved extremely resilient: no looting; very little complaining among the tsunami survivors. In Tokyo people queued patiently to meet their tax deadlines. Everywhere there was a calm determination to conjure a little order out of chaos. Volunteers have rushed to help. The country's Self-Defence Forces, which dithered in response to the Kobe earthquake in 1995, have poured into the stricken area. Naoto Kan, the prime minister, who started the crisis with very low public support, has so far managed to keep a semblance of order in the country, despite a series of calamities that would challenge even the strongest of leaders. The government's inept handling of the Kobe disaster did much to undermine Japan's confidence in itself.
The wider concern
The immediate tragedy may be Japan's; but it also throws up longer-term questions that will eventually affect people all the way round the globe. Stockmarkets stumbled on fears about the impact on the world's third-biggest economy. Japan's central bank seems to have stilled talk of financial panic with huge injections of liquidity. Early estimates of the total damage are somewhat higher than the $100 billion that Kobe cost, but not enough to wreck a rich country. Disruption to electricity supplies will damage growth, and some Asian supply chains are already facing problems; but new infrastructure spending will offset some of the earthquake's drag on growth.
Those calculations could change dramatically if the nuclear crisis worsens. As The Economist went to press, helicopters were dropping water to douse overheating nuclear fuel stored at the Fukushima Dai-ichi plant, where there have been explosions, fires and releases of radiation greater, it seems, than the Japanese authorities had admitted. The country's nuclear industry has a long history of cover-ups and incompetence, and—notwithstanding the heroism of individual workers—the handling of the crisis by TEPCO, the nuclear plant's operator, is sadly in line with its past performance.
Even if the nuclear accident is brought under control swiftly, and the release of radiation turns out not to be large enough to damage public health, this accident will have a huge impact on the nuclear industry, both inside and outside Japan. Germany has already put on hold its politically tricky decision to extend the life of its nuclear plants. America's faltering steps towards new reactors look sure to be set back, not least because new concerns will mean greater costs.
China has announced a pause in its ambitious plans for nuclear growth. With 27 reactors under construction, more than twice as many as any other country, China accounts for almost half the world's current nuclear build-out—and it has plans for 50 more reactors. And in the long term the regime looks unlikely to be much deterred from these plans—and certainly not by its public's opinion, whatever that might be. China has a huge thirst for energy that it will slake from as many wells as it can, with planned big increases in wind power and in gas as well as the nuclear build-out and ever more coal-fired plants.
Thus the great nuclear dilemma. For the best nuclear safety you need not just good planning and good engineering. You need the sort of society that can produce accountability and transparency, one that can build institutions that receive and deserve trust. No nuclear nation has done this as well as one might wish, and Japan's failings may well become more evident. But democracies are better at building such institutions. At the same time, however, democracy makes it much easier for a substantial and implacable minority to make sure things don't happen, and that seems likely to be the case with plans for more nuclear power. Thus nuclear power looks much more likely to spread in societies that are unlikely to ground it in the enduring culture of safety that it needs. China's nearest competitor in the new-build stakes is Russia.
Yet democracies would be wrong to turn their back on nuclear power. It still has the advantages of offering reliable power, a degree of energy security, and no carbon dioxide emissions beyond those incurred in building and supplying the plants. In terms of lives lost it has also boasted, to date, a reasonably good record. Chernobyl's death toll is highly uncertain, but may have reached a few thousand people. China's coal mines certainly kill 2,000-3,000 workers a year, and coal-smogged air there and elsewhere kills many more. It remains a reasonable idea for most rich countries to keep some nuclear power in their portfolio, not least because by maintaining economic and technological stakes in nuclear they will have more standing to insist on high standards for safety and non-proliferation being applied throughout the world. But in the face of panic, of sinister towers of smoke, of invisible and implacable threats, the reasonable course is not an easy one.
Back to Tokyo
No country faces that choice more painfully than Japan, scarred by nuclear energy but also deprived of native alternatives. To abandon nuclear power is to commit the country to massive imports of gas and perhaps coal. To keep it is to face and overcome a national trauma and to accept a small but real risk of another disaster.
Japan's all too frequent experience of calamity suggests that such events are often followed by great change. After the earthquake of 1923, it turned to militarism. After its defeat in the second world war, and the dropping of the atom bombs, it espoused peaceful growth. The Kobe earthquake reinforced Japan's recent turning in on itself.
This new catastrophe seems likely to have a similarly huge impact on the nation's psyche. It may be that the Japanese people's impressive response to disaster, and the rest of the world's awe in the face of their stoicism, restores the self-confidence the country so badly needs. It may be that the failings of its secretive system of governance, exemplified by the shoddy management of its nuclear plants, lead to more demands for political reform. As long as Mr Kan can convince the public that the government's information on radiation is trustworthy, and that it can ease the cold and hunger of tsunami survivors, his hand may be strengthened to further liberalise Japan. Or it may be that things take a darker turn.
The stakes are high. Japan—a despondent country with a dysfunctional political system—badly needs change. It seems just possible that, looking back from a safe distance, Japan's people will regard this dreadful moment not just as a time of death, grief and mourning, but also as a time of rebirth. | 3.078125 | 3 | [
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Medical imaging is the technique, process and art of creating visual representations of the interior of a body for clinical analysis and medical intervention. Medical imaging seeks to reveal internal structures hidden by the skin and bones, as well as to diagnose and treat disease. Medical imaging may also be used to establish a database of normal anatomy and physiology to make it possible to identify abnormalities.
One example of medical imaging may be ultrasonography which is a technique that is based on ultrasound waves and which helps physicians to visualize the structures of internal organs of human body.
In some cases it is difficult to identify the boundaries of abnormal regions in the image. Hence segmentation may be desired. The manual methods of segmentation may require high attention of sonographer, may suffer from poor accuracy, be prone to human error and may be time consuming. Automatic segmentation of medical imaging products can help the physicians by locating abnormal regions in the image. | 3.25 | 3 | [
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Q:
find a path in maze using recursion
Hi~I got stuck in this problem. Someone please help me!!!!
The problem is that the program will ask the user to input a number between 4 and 20 to decide the size of the maze. It will later ask the user to input the contents of the maze row by row and store it into a 2D bool array (true means blocked and false means clear). Then the program starts at the top left corner and tries to find a path leading to the lower right corner (can move right, left, up, down). At this time, the program should also maintain another char array which record the path found (if there's any) and print it out at the end of processing. This problem asks to use recursion to solve it.
Here's what I got now:
#include<iostream>
using namespace std;
int row, col;
int size=0;
bool maze[21][21];
char print[22][22];
const char start = 's', up = 'u', down = 'd', left = 'l', right = 'r', barrier = 'x';
char path(int coorx, int coory, int size)
{
if(maze[coorx][coory+1]=0)
{
print[coorx+1][coory+2]='r';
return path(coorx,coory+1,size);
}
else
{
if(maze[coorx+1][coory]=0)
{
print[coorx+2][coory+1]='d';
return path(coorx+1,coory,size);
}
else
{
if(maze[coorx][coory-1]=0)
{
print[coorx+1][coory]='l';
return path(coorx,coory-1,size);
}
else
{
if(maze[coorx-1][coory]=0)
{
print[coorx][coory+1]='u';
return path(coorx-1,coory,size);
}
}
}
}
}
int main()
{
while(size<4 || size>20)
{
cout<<"Please input size of maze (a number between 4 and 20 is expected) -> ";
cin >>size;
if(size<4 || size>20)
cout<<"**Error** maze size not in range!"<<endl;
}
cout<<"Please input contents of maze row by row, 1 for barrier and 0 for free passage."<<endl;
cout<<endl;
for(int i=1; i<size+1; i++)
{
for(int j=1; j<size+1; j++)
cin>>maze[i][j];
}
if(maze[1][1]==1)
cout<<"**Error** entrance to maze is blocked!"<<endl;
else
{
// find the path
for(int coorx=0;coorx<size;coorx++)
{
for(int coory=0;coory<size;coory++)
path(coorx,coory,size);
}
cout<<"The maze and the path:"<<endl;
// print the forum (adding characters '+','-', ' ')
print[0][0]=print[size+1][size+1]=print[0][size+1]=print[size+1][0]='+';
print[1][1]='s';
for(int x=1; x<size+1; x++)
{
for(int y=0; y<size+2; y++){
if(y==0 || y==size+1)
{
print[x][y]='|';
}
}
}
for(int x=0; x<size+2; x++)
{
for(int y=0; y<size+2; y++){
if(x==0 || x== size+1){
if(y!=0 && y!=size+1)
print[x][y]='-';
}
}
}
for(int row=0; row<size+2; row++)
{
for(int col=0; col<size+2; col++)
{
if(maze[row][col]==1)
print[row][col]='x';
}
}
// print out the record of the path found
for(int row=0; row<size+2; row++)
{
for(int col=0; col<size+2; col++){
cout<<print[row][col];
}
cout << endl;
}
}
return 0;
}
I don't know why I can't show those 'r', 'd', 'l', 'u'. I already assigned them to print[][], but why it won't show why I print out the print[][]??
New coding
#include<iostream>
using namespace std;
int row,col;
int size=0;
bool maze[20][20];
char print[22][22];
bool path(int coorx, int coory, int size)
{
if(coorx==size-1 && coory==size-1)
return true;
if(!maze[coorx][coory+1] && path(coorx,coory+1,size))
return true;
return 'r';
if(!maze[coorx+1][coory] && path(coorx+1,coory,size))
return true;
return 'd';
if(!maze[coorx][coory-1] && path(coorx,coory-1,size))
return true;
return 'l';
if(!maze[coorx-1][coory] && path(coorx-1,coory,size))
return true;
return 'u';
}
int main()
{
while(size<4 || size>20)
{
cout<<"Please input size of maze (a number between 4 and 20 is expected) -> ";
cin >>size;
if(size<4 || size>20)
cout<<"**Error** maze size not in range!"<<endl;
}
cout<<"Please input contents of maze row by row, 1 for barrier and 0 for free passage."<<endl;
cout<<endl;
for(int i=0; i<size; i++)
{
for(int j=0; j<size; j++)
cin>>maze[i][j];
}
if(maze[0][0]==1)
cout<<"**Error** entrance to maze is blocked!"<<endl;
else
{
int row=0;
int col=0;
path(row,col,size);
if(!path(row,col,size))
{
cout<<"**Warning** no path from entrance to exit!"<<endl;
}
else
{
if('r')
print[row+2][col+3]='r';
if('d')
print[row+3][col+2]='d';
if('l')
print[row+2][col+1]='l';
if('u')
print[row+1][col+2]='u';
}
cout<<"The maze and the path:"<<endl;
// print the forum (adding characters '+','-', ' ')
print[0][0]=print[size+1][size+1]=print[0][size+1]=print[size+1][0]=='+';
print[1][1]='s';
for(int x=1; x<size+1; x++)
{
for(int y=0; y<size+2; y++){
if(y==0 || y==size+1)
{
print[x][y]=='|';
}
}
}
for(int x=0; x<size+2; x++)
{
for(int y=0; y<size+2; y++){
if(x==0 || x== size+1){
if(y!=0 && y!=size+1)
print[x][y]=='-';
}
}
}
for(int row=0; row<size; row++)
{
for(int col=0; col<size; col++)
{
if(maze[row][col]==1)
print[row+1][col+1]=='x';
}
}
path(0,0,size);
// pirnt out the record of the path found
for(int row=0; row<size+2; row++)
{
for(int col=0; col<size+2; col++){
cout<<print[row][col];
}
cout << endl;
}
}
return 0;
}
for maze size=4
0 0 0 0
0 0 0 0
0 0 0 0
0 0 0 0
the sample run looks like
s r r r
d
d
d
but my program run like this
s r
nothing afterward, don't know why
A:
In your if(maze[coorx][coory+1]=0) (and similar) statements in path(), the single equals is the assignment operator, so it'll always evaluate to false.
Since maze is a bool array, you should just use if(!maze[coorx][coory + 1]).
print should probably be a one dimensional array instead of a two dimensional array since it only needs to keep track of "r", "l", "d", and "u", and not the cells where you take those actions.
In path(), you're returning early instead of backtracking. You should return only if a path exists, and you can tell whether a path exists by recursing.
In other words, the path() function needs to be rewritten to look something like this:
/* returns true if there's a path to the bottom right cell, otherwise false */
bool path(int coorx, int coory, int size) {
if(coorx == size - 1 && coory == size - 1) { // exit of maze
return true;
}
if(!maze[coorx][coory + 1] && path(coorx, coory + 1, size)) {
// add "right" to your path
return true;
}
if(!maze[coorx + 1][coory] && path(coorx + 1, coory, size)) {
// add "down" to your path
return true;
}
// etc...
}
Of course, you should add bounds checking as well.
And, path will be backwards at the end of the recursion, but you can just reverse it.
You should call the path() function just once at the top left cell, not at each and every cell. Recursion will handle the search through all cells of the maze.
if(maze[1][1]==1) in main() should probably be if(maze[0][0]) instead, since you're apparently trying to start at the top left cell.
Edit:
Once you get the recursion working, you can simply add to print in path():
bool path(int coorx, int coory, int size, int depth) {
// if(coorx == size - 1 ... base case
if(!maze[coorx][coory + 1] && path(coorx, coory + 1, size, depth + 1)) {
print[coorx][coory + 1] = 'r';
return true;
}
// etc...
}
You're calling path() three times in main(). Just call it once and store the result in a boolean.
You're not printing the path correctly. The sample output prints out the character for each cell in print -- you should do the same.
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Q:
Holding in an atmosphere primarily using a magnetic field
Assuming it was possible to create an artificial magnetic shield on the moon, would it be possible that a sufficiently powerful field could hold onto an atmosphere despite the low gravity.
Thanks
A:
Shorter answer: No. Magnetic fields don't hold electrically neutral gases and almost all of the gases in the atmosphere except ozone are electrically neutral.
You'd have to come up with some other solution.
Now, if you are talking about "the Moon" rather than a moon, I'm not sure that the gravity is too low to support some sort of atmosphere under the right circumstances.
The Moon still has one-sixth of Earth gravity and an escape velocity of 2.38 km/s v. 11.2 km/s for Earth.
The moon has 85% of the gravity of Titan (which has a thick hydrocarbon atmosphere).
Chris in a prior stack exchange post (shit my apologies, I closed it before getting the link) noted that:
The escape velocity at the moon's surface is about 2.4 km/s. The mean
speed of oxygen at 293 K is about 0.48 km/s.
A commonly quoted rule of thumb says that the escape velocity needs to
be 6 times the gas's mean velocity in order for that gas to remain
captive to gravity and the values I quoted are related by a factor of
only 5. The air would contain water (since dry air is very
uncomfortable to breath) and carbon dioxide (as a by-product if not
also needed to sustain the cyanobacteria/plants you would want in
place of planetary size mechanical carbon dioxide scrubbers, then
there are the nutrients you would need to sustain those) which would
readily exacerbate an atmospheric greenhouse effect and, with the moon
being at about the same distance from the sun as is earth, you would
expect the air to warm up to similar to earth temperatures, though
without the moderating effect of oceans, and so cause the oxygen to
dissipate. As nitrogen is lighter it's mean speed at the same temp is
higher, v_rms something like 0.51 km/s IIRC, so it too would dissipate
as would water vapour.
In short, it doesn't seem likely that it would be possible on the
moon.
But, while everything he says is true, I think the conclusion doesn't follow automatically because 273 K and 760 mmHG pressure are not reasonable assumptions for the Moon. While the Moon's gravity could not sustain an atmosphere at close to room temperature on Earth, it could sustain a cooler atmosphere that was still warm enough to have gas form oxygen.
W = 3kT/2 where W is average kinetic energy, k is the boltzmann constant (=1.38x10^(-23) J/K or 8.617x10^(-5) eV/K) and T is temperature (K).
W = m*v^2/2 where m is the molecular mass and v is the average molecular speed.
So basically temperature in kelvin is proportional to speed squared. To reduce speed to the 5/6th of Earth speed necessary to allow the Moon to hold an atmosphere, you need to reduce temperature to 25/36th of 273 K, which is about 190 K (i.e. about -83 °C). This is Antarctica winter cold, but not uninhabitable and is above the freezing and boiling points of oxygen.
The freezing point oxygen (O2) is 54.36 K (−218.79 °C) and the boiling point of liquid oxygen is 90.19 K (−182.96 °C) at 101.325 kPa (760 mmHg).
The average temperature on the Moon (at the equator and mid latitudes) varies from -183 °C (about 90 K), at night to 106 °C (about 379 K) during the day, which is an average of 235 K, just a bit over our 190 K target.
The existence of an atmosphere itself would probably buffer these extremes of temperature, preventing oxygen from going to liquid form a night, but the problem would be that the daytime temperature would cause the temperature to exceed escape velocity.
So, the real trick would be to see how to control the temperature on the Moon to prevent it from rising above 190 K or below 95 K or so. Thus the real issue is how to prevent about 50% of the solar energy that currently reaches the Moon in the daytime from doing so, ideally in a manner that shifts that solar energy to the night. The most obvious way to do that would be to get high winds going from the light side to the dark side at a sufficient speed.
On Earth, the distances are too great to accomplish this, but the lunar day is much longer (29 days, 12 hours and 44 minutes) and the Moon's circumference is about a quarter of the Earth's. So, if you could get winds going strong in the atmosphere and reduce the average amount of solar energy penetrating the atmosphere by about 20% plus a little more for a buffer (perhaps by somehow increasing its albedo, e.g. with the right kind of clouds perhaps by inserting water vapor or some other highly reflective colored gas), you could get a stable atmosphere on the Moon. It would have to be very cold, but it could otherwise work.
So, rather than magnetic fields, you might need vaporizers to create clouds and fans to keep the air circulating fast enough, rather than any kind of artificial magnetic field.
A:
As others have pointed out, a magnetic field does you no good with most gasses as they are no electrically charged.
However, you do not need a magnetic field to hold an atmosphere on the moon. The moon's gravity is sufficient. The proof of this is that Titan, which has a lower surface gravity than the moon, has a denser atmosphere than Earth. In addition, Titan's atmosphere is primarily nitrogen, the same primary component of Earth's atmosphere. Titan is even able to hold onto helium and hydrogen, which despite being the lightest gas there is and the most likely to escape into space, still has a concentration of 1000 ppm on Titan.
Now there are definately geochemical processes on Titan that we do not understand yet which are contributing to this atmosphere, so I imagine that the moon would not hold an atmosphere indefinitely, but assuming human action is taken to put an atmosphere on the moon, that same atmosphere could plausibly be maintained on the moon.
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Gender Bias & LGBTQ
The topics of gender and self-identity have taken on new meaning in the public consciousness of late. That's a positive development, but there is much that needs to be understood when it comes to these issues and how they manifest themselves in our schools, for our children.
Understanding the Issue
Gender Bias
Sometimes called sexism or discrimination, gender bias is defined as an unfair difference in the way boys and girls are treated. Generally speaking, it’s not that schools or teachers intentionally favor one gender over another. Biases like these tend to be ingrained such that people don't realize they are treating one gender unfairly. What’s more, those being subjected to these biases are sometimes unsure whether they actually have been treated differently or not. But, to begin to change anything, first people must become aware of their own attitudes and behaviors. Awareness and then action to correct those attitudes and behaviors can start to turn these situations around.
LGBTQ Issues
Schools have a legal, ethical and moral obligation to provide equal access to education and equal protection under the law for all students. For many sexual minority students, however, schools are unsafe and survival, not education, is the priority. Indeed, these students are among the most vulnerable students in middle level and high schools. They face the same social and developmental challenges as their peers but often do so with the added burden of extreme social isolation, self doubt and fear. Great understanding is required by all involved in education to assure that we create a climate where all children can be successful. (Source: National Association of School Psychologists)
The resources below are designed to increase the educational community’s understanding of the challenges our lesbian, gay, bisexual, transgender and questioning youth face in school.
What does gender bias look like in schools?
In short, it's not just about teachers. Even when teachers became aware of their ingrained, automatic behaviors and took conscientious steps to change them, they had to take a new look at the texts and materials and even storybooks they were using in their classrooms. Many of the materials have gender biased wording and overall tone interwoven throughout.
An important 2000 study analyzed videotapes of teachers while they taught in their classrooms. They then had the teachers watch themselves on video, while pointing out gender-biased attitudes, language and behavior. Most teachers were surprised to see how much attention they gave one gender over the other and the unintentional gender bias in the classroom.
Typically in public schools, girls receive more attention, encouragement and higher grades in elementary school. By the time the same kids have reached high school, boys are receiving the lion’s share of all the attention and encouragement, while girls are subliminally taught to behave in ways that are acceptable for feminine behavior. This encourages girls to be more passive and silent instead of encouraging them to achieve goals and shine.
The researchers recommended methods for teachers to achieve more gender equity in their classrooms. These included targeted activities to lessen stereotypical thinking by students. Teachers were also encouraged to use worksheets to evaluate themselves and their own progress in reducing language, materials and lessons that inadvertently encouraged gender bias.
How many kids in my community might be LGBTQ? Of those, how many might be at risk for suicide?
Statistics from multiple studies show that 4.5% of youth identify as LGBTQ in high school and an additional 4.5% identify as Questioning. So, we’re looking at about 9% (this number may be low due to issues with self reporting).
Other studies have shown that 20-40% of LGBTQ youth report having suicidal thoughts (average of 45%) and/or attempts (average of 35%).
(Source: Youth Suicide Prevention Program)
How can our schools support LGBTQ students?
Safe schools are an important protective factor for LGBTQ youth, but safety levels vary. LGBTQ students are victimized and often faculty and staff do not intervene.
Strategies could include some or all of the following: Specialized training for faculty, staff and students; establishment of clear school policies; hiring of LGBTQ faculty and staff, and including LGBTQ content in the curriculum. | 4.125 | 4 | [
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Many computer devices use automatic speech recognition (recognition of the words and the definition of the words being spoken) and speaker recognition (recognition of the speaker) such as on smartphones, tablets, automobile audio systems, smart houses and so forth. Thus, receiving a clear audio signal on these systems is very important. One or more microphones may be used on a device with an audio system to receive the acoustic waves from a person speaking. The microphone(s) then receive both direct sound waves and reverberated sound waves that reflect off of nearby walls and objects in an area with both the sound source and the receiving microphone(s). When the speaker is holding a phone to his/her ear to speak on the phone and so that the microphone(s) on the phone are within a mere couple of inches of the person's mouth, the interference from reverberation is usually insignificant. When a person, however, holds the phone relatively far away from his/her mouth such as when placed down on a counter or on no hands-mode within an automobile, the signal to noise ratio (SNR) and direct to reverberant ratio (DRR) can be very low such that operation of the applications that use the signal may provide low quality results.
Many systems perform dereverberation to remove the reverberations and make the speech signal clearer. The conventional dereverberation which treats reverberation as an independent interference, however, is often inadequate due to a failure to effectively consider the actual acoustic environment. The acoustic environment is affected by the objects forming the acoustic space, such as walls, and by spatial shading which is the position of objects in the acoustic environment that block an acoustic transmission path from source to microphone. The acoustic environment also may be considered to include physical (such as position) and frequency response variations of the microphone and non-uniform reverberation fields. | 3.4375 | 3 | [
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EMI
Throughout the life people are constantly exposed to the Earth’s magneticfield. This field is considered normal and not causing any damage to the human body. The natural electromagnetic spectrum encompasses waves ranging from 0.00000000000001 m to 100000 km.
Power lines, powerful radio transmitting appliances cause EMI that greatly exceeds the prescribed limit. To protect the human body, special health standards have been developed, including those forbidding the construction of residential and other buildings near an EMI area.
The sources of low-level EMI that is active for a long time are often more dangerous. Audio- and video-equipment as well as household appliances are among such sources. Cell phones, microwave ovens, computers and TV sets most significantly affect the human body.
Cell phones and microwave ovens have a short average active period ranging from one to seven minutes; TV sets do not cause a substantial damage, as they are usually located at a distance from the viewers. The problem of the EMI emitted by personal computers is particularly acute due to the following reasons:
A computer has two sources of EMI (monitor and system unit).
A personal computer user is practically unable to work at a distance.
Long-term exposure.
Apart from that, there are a few secondary factors, which aggravate the situation; these include working in a cramped unventilated room and a great number of PCs in one place.
Tablets and cell phones, especially their chargers, as they do not have any special protective cover, emit the most powerful EMI.
The increased EMI substantially affect human health. Having worked a lot on the computer consistently for a few days, people feel tired, become extremely irritable, often answer questions curtly, and feel the need to lie down.
Video game consoles, which are connected to a TV set, may have consequences that are more serious. The main problem is that TV sets produce strong powerful electromagnetic fields, but children (the main users of video game consoles) cannot move a sufficient distance away from the screen because of short cords, furniture arrangements, or because the image on the screen simply becomes too small. After five-eight hours spent in front of such a TV set, which is not uncommon for many families, a child may get a fever with a rapidly rising temperature and a headache. In this case, the child should be immediately removed from the EMI area, preferably outside. The symptoms disappearquicklyoncetheexposurestops.
EMI changes the aero ion environment at the workplace by filling the air with positively charged ions. These ions are harmful to people; therefore, the room should be aired regularly, but the best solution can be found in placing some absorbing material like shungite in the workplace. Today there are many shungite products: pyramids, spheres, cubes, pedants, bracelets, and necklaces, as well as building mixtures for constructing shungite rooms. Shungite is a material that absorbs EMI.
As far as the impact of EMI is concerned, the immune, nervous, endocrine, and reproductive systems are most affected.
The endocrine system starts releasing into the blood bigger amounts of adrenaline and consequently the load on the cardiovascular system increases. Then, the blood becomes thickened, thereby causing the undersupply of oxygen to the cells.
Moreover, a long-term exposure to EMI results in a reduced sexual attraction to the opposite sex, which is partly due to a mere tiredness and changes in the way the endocrine system works, and sexual potency declines.
The changes happening in the nervous system are visible to the naked eye. Asalreadymentioned, symptomsofdisorders may include irritability, fatigue, memory problems, sleep disorders, tension, and fussiness.
That was the outline of the effects of EMI. As for protection measures, they include regular walks outdoors, airing of rooms, doing sports, observing basic rules of work with the sources, using either special reflecting material such as a metallic net or absorbing materials such as shungite. | 3.125 | 3 | [
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Appropriate technology for neurosurgery.
Though more than 50 years have elapsed since neurosurgery has come to the developing countries, vast areas of the population do not have neurosurgical facilities available to them. This is due not only to the economic status of the country but also as a result of the training that the neurosurgical trainee receives. It is proposed in this article that while the young neurosurgeon must, without doubt, be very well trained in the latest technology, at the same time he must be taught to work with confidence with whatever facilities are available without any feeling of inferiority. The locally available appropriate technology should be fully utilized. The neurosurgeon at the periphery must be provided with the minimum essential neurosurgical equipment and also with good compensation. The concerned governments, the public, neurosurgical teachers, and neurosurgical societies and journals have a great role to play in this difficult task. | 3.125 | 3 | [
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Image copyright Harvard Law School Library
When thousands of British men were interned in Germany at the start of World War One, they rolled up their sleeves and made the best of it. In their prison camp on the River Spree in Berlin, they built a Little Britain - using the barbed wire as a trellis on which a thousand flowers bloomed.
More than 5,000 British civilians found themselves caught in Germany when war broke out.
They were rounded up and held captive for the duration of hostilities in sheds and stables on a racetrack at Ruhleben, on the western outskirts of Berlin.
Unlike prisoner of war camps, Ruhleben was not a labour camp. These were interned civilians and the over-riding obligation imposed was not to escape. There were 200 German guards but they stayed on the perimeter, allowing the prisoners "home rule".
Accordingly, the inmates selected "captains" for each block, with a "captains' committee" running the camp, and sub-committees organising everything from the camp's own postage stamps to a police service.
The result was a version of the homeland in the heart of enemy territory. Streets and squares in the camp were named Trafalgar Square, Bond Street and Marble Arch. But the captains also created a mini-British Colony, with all the class distinctions and racial prejudices of the era.
Image copyright Harvard Law School Library
Black seamen caught on British ships at the start of the war were not allowed to have a black leader of their group - it had to be a white "captain".
At least one Jewish inmate said there was anti-Semitism. There were rich and poor within the camp. The toffs employed the proles to work.
A Jewish view
In 1917, inmate Israel Cohen wrote down his impressions of the camp in which he was interned: "On the seventh day of our internment (on Thursday morning, November 12th, 1914, to be exact) we were summoned by the alarm-bell, which was vigorously struck by one of the guards, to line up in front of our barracks, and we awaited impatiently the new order that was to be promulgated."
Jews were identified and then marched off to another, far worse, camp. As they marched out, German guards and what Israel describes as "un-English Englishmen" jeered at them. Eventually, they were allowed back into the main camp after the American ambassador to Germany intervened.
Ruhleben prison camp record
On the plus side, the inmates created the sporting and recreational associations you might find in any respectable Home Counties town. The inmates built a five-hole golf course and established an Association Football Club, a Cricket Association, a Rugby Football Club, a Lawn Tennis Association, a Hockey Club and a Boxing Club.
There were classes with 200 teachers drawn from among the internees and a library with 2,000 books. There was an orchestra of inmates which gave its first concert on 6 December 1914. It performed Gilbert and Sullivan and some demanding classics. On 2 May 1915, for example, a "Grand Concert" consisted of the Grieg Piano Concerto in A Minor, soloist William Lindsay.
Image copyright Harvard Law School Library
There was also a Ruhleben Song, sung heartily by the inmates:
"So line up boys and sing this chorus, shout this chorus all you can.
We want the people there, to hear in Leicester Square,
That we're the boys that never get downhearted.
Back, back, back again in England, then we'll fill the flowing cup,
And tell them clear and loud, of that Ruhleben crowd,
That always kept their pecker up."
There was also a Horticultural Association affiliated to the Royal Horticultural Society in London, though the inmates did not do the sort of gardening you might expect in a place where food was scarce. In the bleak world of the war-time camp, the standard diet was no more than black bread and turnip soup - but, at least to begin with, the British gardeners opted for flowers to hide the barbed wire rather than vegetables to fill their stomachs.
Image copyright RHS Lindley Library
The internees were a varied crowd, but not a cross-section of British society - they were men, aged from 17 to 55, who either lived and worked in Germany, or happened to have been there when war broke out. Many were seamen on ships caught in Hamburg but there were also musicians who played in the Wagner Festival at Bayreuth. There were professional soccer players and British and Irish jockeys, all having to make a life together.
Find out more Image copyright RHS Lindley Library Listen to Stephen Evans' full report on Ruhleben on the World Tonight, on Tuesday 29 July on BBC Radio 4 at 22:00 BST Or catch up on iPlayer
Initially, many were held near where they were captured so sailors in Hamburg were kept in floating hulks on the Elbe. But by November 1914, the old racetrack at Ruhleben on the banks of the Spree had been identified as a central internment camp.
Prisoners were held in the stables. Each block contained an average of 27 stalls designed for horses but now inhabited by men. Each was about 10 feet square, in which six men lived. But this was much better than the lofts above which housed 200 men per block. Privacy did not exist.
The accommodation was primitive but the internees improved it by building chairs and tables.
By spring 1915, at the end of the camp's first winter, the rains had turned much of it into a mud pool, so interned engineers built drains and elevated pathways over the mud between buildings. In June 1915, new latrines were built and showers constructed so that warm showers were available once a week and cold showers all the time.
Escape and suicide
"Several men gave up the struggle of trying to reconcile themselves to their lot: they attempted either to escape or to commit suicide, or they became victims of mental derangement. The number of attempts at escape was comparatively small, and the successes were fewer still.
"In July, 1915, Messrs. Edward Falk and Geoffrey Pyke escaped one night from the Camp. Two months later Mr. Alfred Delbosq, who had a week's furlough, escaped. And in April, 1916, Messrs. Gaunt and Colston also escaped.
"The first attempt at suicide was made early one morning in March, 1915, by a prisoner with a razor, who was not stopped until he had inflicted a gash in his throat; and one or two attempts were made in the following summer. Cases of mental derangement were unfortunately more frequent."
Israel Cohen - inmate
But it was the gardening that really stands out. Fiona Davison, head of Libraries and Exhibitions at the Royal Horticultural Society, says it started in a small way, with inmates growing flowers in biscuit tins.
"It gradually grew, and being proper English gentlemen, they decided that they should have a horticultural society, and they contacted us, the Royal Horticultural Society, to ask if they could become an affiliated society - which meant that we would send them instructions on how to run a flower show.
Image copyright RHS Lindley Library Image caption Extract from a letter sent by internee T Howat to the Royal Horticultural Society
"The RHS got very excited about it and put out an appeal to nurseries across the country to provide seeds and bulbs and we sent them out in Red Cross parcels throughout the war on quite a large scale.
"We sent out boxes and boxes and at its peak the Ruhleben horticultural society was producing 33,000 lettuces, 18,000 bunches of radishes. They grew 83 varieties of sweet pea, dahlias, chrysanthemums. It was not just hobby gardening, it was large-scale horticulture with hot houses and nurseries… They used it to supplement their diet."
But that was by the end. Initially, the focus was on flowers. Nobody quite knows why but there is a theory - the captive gentlemen of leisure could afford to buy food, either from guards or from home as food parcels or other prisoners so they wanted flowers, particularly English climbing plants which would disguise the barbed wire.
Image copyright Doreen Black
Doreen Black's grandfather, David McKay Tulloch was at the camp for four years and four months. He was a Scottish merchant seaman who was trapped in Hamburg when war broke out, and he kept a diary which Doreen still has.
"There certainly was a Gentlemen's Club in the camp where other prisoners served the gentlemen tea," she says. "It may explain the contentious decision not to grow vegetables. It wasn't until 1917 that they grew vegetables, and they ended up selling their produce to Berlin, and the proceeds helped their destitute wives at home."
McKay Tulloch returned to Scotland at the end of the war and lived the rest of his life near Aberdeen, where he drew on his Ruhleben experience to teach Doreen gardening. When she picked strawberries he asked her to whistle, so that he could be sure she wasn't eating them.
In many ways, despite the scarcities and privations, the men of the camp were not badly off. The Little Britain they created was far from the trenches of Flanders or the gunsights of a U-boat on the high seas. And they were better fed than the people of Berlin who, because of the tight British naval blockade of Germany, often starved. While the inmates at Ruhleben rejoiced in the size of their marrows, the citizenry of the city around them were so hungry that if a horse dropped dead in the street, crowds scurried forward to butcher it.
There were certainly worse places to spend the Great War than in Little Britain by the Spree, particularly if you played football, golf, rugby, cricket or billiards. Or liked music or wanted to read and learn.
Or if you fancied a bit of gardening.
Image copyright Doreen Black
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The Royal Horticultural Society is planning an exhibition about Ruhleben this autumn and is very keen to hear from people whose relatives were there, particularly if they have diaries and photographs. Please email Fiona Davison at libraryenquirieslondon@rhs.org.uk
Listen to Stephen Evans' full report on the World Tonight, on Tuesday 29 July on BBC Radio 4 at 22:00 BST or catch up on iPlayer. | 3.34375 | 3 | [
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Gastroenteritis is a major public health issue worldwide. Noroviruses are now considered emerging pathogens ([@R1]) and are recognized as the leading cause of nonbacterial, acute gastroenteritis in humans ([@R2]). The 2 genera, *Norovirus* and *Sapovirus,* are members of the family *Caliciviridae* and have a positive-sense, single-stranded RNA genome ≈7.5 kb long. Because no readily available cell culture system exists, characterization and classification of noroviruses are based on reverse transcription (RT)--PCR, genomic sequencing, and phylogenetic analysis ([@R2]--[@R5]). According to the latest scheme for norovirus nomenclature, the 29 genetic norovirus clusters or genotypes are classified into 5 genogroups (GI--V) ([@R6]). GI and II infect humans, and GII.4 has been the most highly prevalent genotype worldwide during the past decade ([@R2],[@R5],[@R7]).
The saying "Madagascar is not an island, but an archipelago" captures an important aspect of the country, whose geography and history have combined to produce a society of considerable diversity and uniqueness ([@R8]). In recent years, many studies have investigated the role of human noroviruses in childhood diarrhea and found worldwide distribution ([@R4],[@R7],[@R9],[@R10]). However, no studies have reported the prevalence and molecular epidemiology of noroviruses in Madagascar, which we report here.
The Study
=========
From May 2004 to May 2005, a study of acute gastroenteritis in children [\<]{.ul}16 years of age was undertaken by the Institut Pasteur, Antananarivo, Madagascar. Children with a diagnosis of acute dehydrating watery diarrhea who were seen at the rehydration clinics and hospitals of Antananarivo were eligible for the study. Antananarivo, the capital city of Madagascar, has a population of ≈4 million. The study was approved by the Ethical Review Board of the Institut Pasteur, Antananarivo, Madagascar.
Fecal samples were collected from the children and stored at --80°C until analysis was undertaken at the University of Liverpool, UK. There, viral RNA was extracted from 150 μL of 10%--20% fecal suspensions in phosphate-buffered saline by using a guanidine and silica method ([@R11]). Sapoviruses were not sought in the initial screening. RT-PCR was performed in a 50-μL reaction mixture with primers that targeted the capsid N terminus/shell gene. For GI, forward primer G1SKF (5′-CTGCCCGAATTYGTAAATGA-3′) and reverse primer G1SKR (5′-CCAACCCARCCATTRTACA-3′) were used, yielding a PCR product of 330 bp. For GII, the primers used were forward primer G2SKF (5′-CNTGGGAGGGCGATCGCAA-3′) and reverse primers G2SKR (5′-CCRCCNGCATRHCCRTTRTACAT-3′) and G2ALSKR (5′-CCACCAGCATATGAATTGTACAT-3′), yielding a 344-bp product ([@R12]). The PCR was performed with an initial denaturation at 94°C, followed by 40 cycles of 60-sec denaturation at 94°C, 60-s primer annealing at 50°C, an extension for 2 min at 72°C, followed by a final extension stage of 15 min at 72°C. Amplification products were examined under ultraviolet light after electrophoresis through a 2% agarose gel with ethidium bromide staining. Products were extracted by using the QIAquick PCR purification kit (QIAGEN, Basingstoke, UK) and were sequenced by Macrogen Inc. (Seoul, South Korea).
Phylogenetic relationships were examined by aligning sequences with the ClustalW multiple alignment program (European Molecular Biology Laboratory, Heidelberg, Germany). A phylogenetic tree was constructed according to the neighbor-joining method by using ClustalX (version 1.83) and the alignment file obtained by analysis with ClustalW. Bootstrap values on a scale from 1 to 1,000 were also calculated. An unrooted phylogram of norovirus isolates from the present study and prototype strains was plotted in the PHYLIP format (<http://evolution.genetics.washington.edu/phylip.html>) output by using TreeView software, version 3.1 (<http://taxonomy.zoology.gla.ac.uk/rod/treeview.html>). Assignment of norovirus to genotype was made according to the scheme proposed by Zheng et al. ([@R6]). The nucleotide sequences of the Malagasy strains have been deposited at GenBank (accession nos. EF213624--EF213635, EF213638, and EF213640.) Norovirus-positive samples were screened for other viruses by negative-stain electron microsopy and by RT-PCR for rotavirus and astrovirus ([@R13],[@R14]).
During this 12-month study, 258 children with acute gastroenteritis in Madagascar were screened for norovirus infection. Because 21 samples contained insufficient stool, 237 samples were analyzed (142 from boys and 95 from girls). Overall, 85% of children were \<3 years of age, 77% were \<2 years, 43% were \<1 year, and 3% were newborns. The median age of the study population was 20 months (range 1 day to 16 years).
Fourteen noroviruses (5.9%) were detected in 237 children ([Table 1](#T1){ref-type="table"}). Noroviruses were found in all age groups. Infection rates did not differ between boys and girls (6.3% and 5.2%, respectively, p\>0.1). No coinfections with other viruses (rotavirus, astrovirus, and adenovirus) were detected. Ten (71%) of the noroviruses detected were identified as belonging to genogroup GII; the remaining 4 (29%), to GI. Most GII noroviruses belonged to a potentially novel cluster ([Figure 1](#F1){ref-type="fig"}). GI noroviruses were further classified into 3 genotypes: GI.1 (1 isolate), GI.4 (1 isolate), and GI.3 (2 isolates).
###### Characteristics of viruses from children with acute gastroenteritis in Madagascar\*
Identification no. GenBank accession no. Sample† date Age, mo Sex Norovirus PCR Norovirus sequencing EM for
NoV, RV, AV‡
-------------------- ----------------------- -------------- --------- ----- --------------- ---------------------- ---------------------
DG6004-Madag04 EF213640 May 2004 14 M GI pos GI-1 Neg
DC2022-Madag04 EF213626 July 2004 14 F GII pos GII novel Neg
DG6003-Madag04 EF213634 Oct 2004 44 M GII pos GII novel Neg
DR0011-Madag04 EF213628 Nov 2004 12 M GII pos GII novel Neg
DR0025-Madag04 EF213625 Nov 2004 17 M GI pos GI-4 Neg
DC2048-Madag04 EF213624 Nov 2004 3 M GI pos GI-3 Neg
DR0023-Madag04 EF213638 Nov 2004 9 F GI pos GI-3 Neg
DR0045-Madag04 EF213627 Nov 2004 19 F GII pos GII novel Neg
DC2054-Madag04 EF213629 Dec 2004 16 M GII pos GII novel Pos
(putative NoV)
DG6020-Madag04 EF213630 Dec 2004 30 M GII pos GII novel Neg
DR0046-Madag04 EF213631 Dec 2004 14 F GII pos GII novel Neg
DT1020-Madag04 EF213632 Dec 2004 12 F GII pos GII novel Neg
DT1032-Madag04 EF213633 Dec 2004 8 M GII pos GII novel Neg
DM4025-Madag05 EF213635 Mar 2005 51 M GII pos GII novel Neg
\*EM, electron microscopy, NoV, norovirus; RV, rotavirus; AV, astrovirus; pos, positive; neg, negative.
†Fecal samples.
‡All norovirus-positive samples were negative for AV and RV when tested by reverse transcription--PCR.
![Phylogenetic tree of noroviruses based on the 330-bp region (for GI) and 344-bp region (for GII) of the capsid N terminus/shell gene. Fourteen novel sequences were included, designated according to isolate code, place, and year (e.g., DR001-Madag04); 25 sequences of reference norovirus strains ([@R6]) were included, designated according to genogroup-genotype, place, country, and year (e.g.,GII-2/Melksham-GRB1994). Comparative strains are GI-1/NV-USA1968 (Norwalk, M87661), GI-2/SOV-GBR1993 (Southampton, L07418), GI-3/DSV-USA1993 (Desert Shield, U04469), GI-4/Chiba-JPN2000 (AB042808), GI-5/Musgrov-GBR1989 (Musgrove, AJ277614), GI-6/Hesse-DEU1998 (AF093797), GI-7/Wnchest-GBR1994 (Winchester, AJ277609), GI-8/Boxer-USA2001 (AF538679), GII-1/Hawai-USA1971 (U07611), GII-2/Melksham-GBR1994 (X81879), GII-3/Toronto-CAN1993 (U02030), GII-4/Bristol-GBR1993 (X76716), GII-5/Hillingd-GBR1990 (Hillingdon, AJ277607), GII-6/Seacrof-GBR1990 (Seacroft, AJ277620), GII-7/Leeds-GBR1990 (AJ277608), GII-8/Amstdam-NLD1990 (Amsterdam, AF195848), GII-9/VABeach-USA1997 (AY038599), GII-10/Erfurt-DEU2000 (AF427118), GII-11/SW918-JPN1997 (AB074893), GII-12/Wortley-GBR1990 (AJ277618), GII-13/Faytvil-USA1998 (Fayetteville, AY113106), GII-14/M7-USA1999 (AY130761), GII-15/J23-USA1999 (AY130762), GII-16/Tiffin-USA1999 (AY502010), and GII-17/CSE1-USA2002 (AY502009). Bootstrap values based on 1,000 generated trees are displayed at the nodes. The scale bar represents nucleotide substitutions per site.](07-0215-F1){#F1}
The median age of children with norovirus infection was 18 months (range 3--51 months). Most infections (≈86%) occurred in children \<36 months of age. No infections were recorded in newborns or children \>5 years of age. All infections with genogroup GI noroviruses were found in children \<24 months of age ([Table 2](#T2){ref-type="table"}). Noroviruses were detected throughout the year; however, infections peaked during the wet season in Madagascar. November and December were the months of major norovirus prevalence (35.7% each month). GI noroviruses preceded GII infections by a few days ([Figure 2](#F2){ref-type="fig"}).
###### Distribution of viruses and norovirus genogroups in children with acute gastroenteritis, by age, Madagascar, May 2004--May 2005
Virus Age group, mo
---------------------- --------------- ---- ---- ----
Other than norovirus 96 75 18 34
Norovirus GI 2 2 0 0
Norovirus GII 3 4 1 2
{#F2}
Conclusions
===========
To our knowledge, ours is the first study that has used molecular detection methods to investigate the role of noroviruses in pediatric gastroenteritis in Madagascar. We showed that infections with GI and GII noroviruses are relatively common. In a 1-year collection of stool samples, we detected noroviruses by RT-PCR in ≈6% of children with acute gastroenteritis in Antananarivo. This rate establishes norovirus as the second most commonly detected enteric virus in this population, behind rotavirus (38%) and followed by astrovirus (2.5%) (data not shown). These findings are consistent with those of studies elsewhere ([@R7],[@R10]).
The median age of children with norovirus infection (18 months) was higher than previously reported ([@R7]) and higher than that of the rotavirus-infected group (median 10 months, range 1 day to 48 months) and that of the astrovirus-infected group (median 10 months, range 5--20 months) (data not shown). Noroviruses were detected throughout the year, but the number peaked in November and December. Such seasonality in a tropical country is not really expected, as year-round circulation has been previously documented ([@R15]).
Our findings confirm the finding of previous studies that GII is the predominant norovirus genogroup circulating in communities worldwide. Considerable genetic diversity was observed among the norovirus GII isolates, and some were identified as belonging to a potentially novel cluster. The closest reference strain to the potentially novel cluster was the recombinant Hu/NoV/GII.1/Hawaii/1971/US. In contrast, norovirus GI isolates were clustered with prototype strains; Hu/NoV/GI.3/DSV395/1990/SA (Desert Shield) was predominant (2 strains), followed by Hu/NoV/GI.1/Norwalk/1968/US (Norwalk) and Hu/NoV/GI.4/Chiba407/1987/JP (1 each).
This study has several limitations. First, it is a preliminary study. The sample size was small, and we examined samples collected over a 13-month period. Longer, longitudinal studies are required to address issues such as norovirus seasonality and temporal genetic variability. In addition, we restricted our analysis to specimens collected from patients at rehydration clinics and hospitals, so prevalence of norovirus infections in the general population may have been underestimated. Furthermore, the use of short conserved sequences, although successful for diagnosis of norovirus infection, should be used with caution for classification and phylogenetic analyses. Further analysis by full capsid sequencing might be required. Nevertheless, continued norovirus surveillance is needed to monitor the spread and persistence of the various genotypes infecting children in Madagascar.
*Suggested citation for this article*: Papaventsis DC, Dove W, Cunliffe NA, Nakagomi O, Combe P, Grosjean P, et al. Norovirus infection in children with acute gastroenteritis, Madagascar, 2004--2005. Emerg Infect Dis \[serial on the Internet\]. 2007 Jun \[*date cited*\]. Available from <http://www.cdc.gov/eid/content/13/6/908.htm>
We are grateful to P. Mauclere, for providing the opportunity to work with these samples. The study was funded internally by the University of Liverpool.
Dr Papaventsis is an honorary clinical lecturer in medical microbiology and genitourinary medicine, Department of Host Defense and Infection, Faculty of Medicine, University of Liverpool, UK. His main research interests include the molecular epidemiology of enteric viruses.
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A survey of vitamin D level in people with learning disability in long-stay hospital wards in Hong Kong.
Serum vitamin D level was measured in 122 patients with learning disabilities in long-term care wards. Such people are at risk of developing vitamin D deficiency. Low vitamin D is often attributed to lack of sunshine, poor dietary intake and the deleterious effect of anticonvulsant therapy. The results of this study confirmed that a low level of vitamin D (14.38 +/- 7.9 nmol/l) prevails, regardless of anticonvulsant usage. Sunshine exposure was virtually non-existent for most patients. Research has shown that when sunlight exposure is limited, osteomalacia in the British Asian community is determined by dietary factors. Our subjects had three types of diet: standard, soft and tube feeding. For both males and females, the tube feeding group had a significantly higher mean level of vitamin D than the other groups. Regular sunshine exposure is recommended for people requiring long-term infirmary care; alternatively, dietary supplement of vitamin D should be considered. | 3.296875 | 3 | [
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Chris Smith untangled this sticky question...
Spiders do eat their webs. The web material is protein, so spiders do consume them them, sometimes every day, to recover some of the energy they've expended on building them in the first place.
Another interesting use of spider webs is that they've got quite a lot of a vitamin K in them, which can help your blood to clot; and before the use of gauze, people used to put spider webs on wounds!
People are currently looking into what makes spider webs so strong, with the hope of making the material artificially: spiders' webs would make great bullet-proof vests.
They've found the proteins in them that make them strong, called Spidroin 1 and Spidroin 2, and you can produce these in the lab. But they have to use insect cells to grow it, because the insect cells do some chemical modification and insects are more closely related to spiders.
They're not at the point where you can scale it up to a bullet-proof vest yet, but it's certainly interesting! | 3.078125 | 3 | [
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Q:
How does $3\cdot 3^k - 3^k$ become $2 \cdot 3^k$?
Sorry for the really simple question. I am trying to help my kid with her SAT practice homework.
Step 1
$$3\cdot 3^k - 3^k = m$$
Step 2
$$2 \cdot 3^k = m$$
Step 3
$$3^k = \frac{m}{2}$$
I cannot grasp how they went from Step 1 to Step 2. Can someone please explain in the most basic steps possible? Thank you in advance.
Chris
A:
For equations like this, is can often help to replace the confusing part with a simpler variable - here we could say that $$3^k=A$$
Now we can rewrite the equation so that it is $$3\cdot A-A=m$$
Hopefully it is now quite easy to see that \begin{align}3\cdot A-A&=3\cdot A-1\cdot A\\
&=(3-1)\cdot A\\
&=2\cdot A\\
&=2\cdot 3^k\end{align}
You can also just think of it as "apples" - if you have $3$ apples and you take away one apple, then you are left with $2$ apples
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Q:
Is it possible to use anonymous classes in C++?
I have seen anonymous classes in C++ code on Quora. It's successfully compiled and run.
Code here:
#include <iostream>
auto func()
{
class // no name
{
public:
int val;
} a;
a.val = 5;
return a;
}
int main()
{
std::cout << func().val << std::endl;
return 0;
}
So, Is it valid in C++?
Also, I am curious to know, Is it possible to use anonymous classes in C++?
A:
Not only that, you can create more instances of the class by using decltype.
#include <iostream>
class
{
public:
int val;
} a;
int main()
{
decltype(a) b;
a.val = 10;
b.val = 20;
std::cout << a.val << std::endl;
std::cout << b.val << std::endl;
return 0;
}
Output:
10
20
A:
In C++, an anonymous union is a union of this form:
union { ... } ;
It defines an unnamed object of an unnamed type. Its members are injected in the surrounding scope, so one can refer to them without using an <object>. prefix that otherwise would be necessary.
In this sense, no anonymous classes (that are not unions --- in C++ unions are classes) exist.
On the other hand, unnamed classes (including structs and unions) are nothing unusual.
union { ... } x;
class { ... } y;
typedef struct { ... } z;
x and y are named object of unnamed types. z is a typedef-name that is an alias for an unnamed struct. They are not called anonymous because this term is reserved for the above form of a union.
[](){}
Lambdas are unnamed objects of unnamed class types, but they are not called anonymous either.
A:
It was always possible to write something like this:
typedef struct { int a; } type;
Now, if you look at struct { int a } part, this is an anonymous struct. In C++, there's basically no difference between structs and classes (Except the default access modifiers). So, it's possible to have anonymous structs/classes.
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Q:
Anonymous vs Non Anonymous functions Lua
I am learning Lua and have come across the concept of anonymous functions. It's interesting but I was wondering what additional advantage it provides over non anonymous functions.
So If I have something like
function(a,b) return (a+b) end
The function is anonymous and if I have
function add(a,b) return (a+b) end
The function is non anonymous. The second is better because I can call it wherever I want and I also know what my function is doing. So what's the advantage of anonymous functions? Am I missing something here?
A:
To be honest, there is no such thing as a named function in Lua. All functions are actually anonymous, but can be stored in variables (which have a name).
The named function syntax function add(a,b) return a+b end is actually a syntactic sugar for add = function(a,b) return a+b end.
Functions are often used as event handlers and for decisions which a library does not/cannot know, the most famous example being table.sort() - using your function, you can specify the sorting order:
people = {{name="John", age=20}, {name="Ann", age=25}}
table.sort(people, function (a,b) return a.name < b.name end)
The point is that most probably you won't need the function later. Of course, you can also save the function to a (possibly local) variable and use that:
local nameComparator = function (a,b) return a.name < b.name end
table.sort(people, nameComparator)
For more information, read this section on functions in PiL.
A:
The second example is equivalent to
add = function(a,b) return a+b end
So really you're using anonymous functions all the time, in a trivial sense.
But anonymous functions can get much more useful in other contexts. For example, using functions to mutate other functions (the soul of functional programming.)
function make_version_with_n_args (func, n)
if n == 1 then
return function (x) return x end
else
return function (x, ...)
return func (x, make_version_with_n_args (func, n-1)(...))
end
end
end
add_four = make_version_with_n_args (function (a, b) return a+b end, 4)
print (add_four(3, 3, 3, 3))
add_sizes = {}
for i = 1, 5 do
add_sizes[i] = make_version_with_n_args(function (a, b) return a+b end, i)
end
func_args = {}
for i = 1, 5 do
func_args[#func_args+1] = 2
print (add_sizes[i](unpack(func_args)))
end
function make_general_version (func)
return function (...)
local args = {...}
local result = args[#args]
for i = #args-1,1,-1 do
result = func(args[i], result)
end
return result
end
end
general_add = make_general_version (function (a, b) return a+b end)
print (general_add(4, 4, 4, 4))
Basically, you can create a name for every single function if you want to, but in situations where you are throwing around so many one-off functions, it is more convenient not to do so.
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The present plant is a new and distinct tomato plant which was a selection taken from plants found in a cultivated area and then asexually reproduced. The cultivated area was my garden of about 40 feet by 80 feet where tomatoes, peppers, onions, squash, beans, peas, beets, kohlrabi, turnips and other vegetables as desired are grown. The new hybrid was found in one of the rows of vegetables where it was not tiled under. Seeds were grown out and division of the plant done where the plant part (e.g. the stem) was directly planted into the soil without any pretreatment or root growth hormone added. The plant stem formed roots and produced fruit. Selection was based on the shape of the fruit and the hardy skin. Selected seed was again grown out and planted near Amish tomato plants. Selection was again made using the same criteria. This was repeated three times. Selection from the last named generation was based on shape, hearty skin, and ability to remain on the vine after ripened.
2. Description of Parent
Amish tomato, the seed parent, can be both indeterminate and determinate, and is a member of the Roma family. They are disease resistant to fusarium wilt and verticillum. The Amish tomato is a medium size fruit and a usual shape for the Roma family with a rounded or pointed end. The usual Amish tomato is shown in some of the photographs provided with this application.
Big Bertha Pepper, the pollen parent, is a green pepper and has no use as a tomato. As with most peppers, this tomato has characteristics of definite lobes, internal ridges, and retention on the plant after ripened. | 3.015625 | 3 | [
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Research published in the October Molecular and Cellular Biology moves us closer to developing drugs
that could mitigate diabetes.
Diabetes afflicts an estimated 26 million Americans, while
79 million have prediabetes. In other words, one in three Americans confronts
this disease. Diabetes raises the risk of heart disease and stroke by as much
as fourfold, and it is the leading cause of blindness among adults 20-74. It is
also the leading cause of kidney failure.
In earlier research, four years ago another team of
researchers showed that they could boost insulin sensitivity in experimental
rodents by giving the animals a drug called myriocin. People with diabetes have
a condition called insulin resistance, which renders them poorly able to
process sugar. That results in high blood sugar, which damages the blood
vessels, leading to many of diabetes’ ills. In their study, that team, led by
Johannes M. Aerts of the University of Amsterdam, observed a decrease in a
compound called ceramide, which sits on cell membranes in the circulatory system,
which they postulated was responsible for the rise in insulin sensitivity.
In the new study, Xian-Cheng Jiang of Downstate Medical
Center, Brooklyn, NY, and his collaborators set out to confirm this earlier
work, using a genetic approach.
The new research provides strong evidence that ceramide was
not causing insulin sensitivity, but that another membrane-bound compound,
sphingomyelin, might be doing so.
Ceramide is the substrate for the last step in a five step
cascade that produces sphingomyelin. In that step an enzyme called
sphingomyline synthase 2 (SMS2) cleaves ceramide to produce sphingomyelin. The
first enzyme in this pathway is called serine palmitoyltransferase (SPT).
To test the hypothesis that ceramide is involved in
modulating insulin resistance the researchers used knockout mice for each of
these enzymes. They postulated that (partially) knocking out the first enzyme
in the cascade would decrease ceramide levels while knocking out the last
enzyme in the sphingomyelin pathway would boost ceramide levels, since that
enzyme uses ceramide to produce sphingomyelin. Thus, SPT knockout mice would
have greater insulin sensitivity, while SMS knockout mice would have reduced
insulin sensitivity.
Surprisingly, while ceramide levels changed as predicted,
that change did not influence insulin sensitivity, which was higher in both
groups.
The research has important implications for drug development
for mitigating diabetes. Myriocin proved highly toxic and major efforts to
modify the drug to reduce that toxicity have been fruitless. Myriocin’s
toxicity probably stems from the fact that it inhibits the first step of the
sphingomyelin biosynthetic pathway, affecting all the downstream biology, says
Jiang. The discovery that knocking out the last step in the biosynthetic
pathway improves insulin sensitivity means that drug treatments could target
that last enzyme, SMS, leaving the rest of that biosynthetic pathway to
function normally. | 3.1875 | 3 | [
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Our innate immune system, made up mainly of phagocytes, protects our body by exterminating bacteria. To do this, it uses two mechanisms. The first kills foreign bodies within the phagocyte itself. The second kills them outside the cell. These two strategies were already known to researchers, but only in humans and other higher animals. Microbiologists from the University of Geneva (UNIGE), Switzerland, have just discovered that a social amoeba, a unicellular microorganism living in the soils of temperate forests, also uses both these mechanisms, and has done so for over a billion years. Since this amoeba possesses an innate defense system similar to that of humans, while being genetically modifiable, the researchers can therefore carry out experiments on it in order to understand and fight genetic diseases of the immune system. This discovery can be read in the journal Nature Communications.
To defend themselves, our immune cells have two mechanisms. The first, called phagocytosis, kills bacteria within the phagocytic cell itself. The cell envelops the foreign body and exterminates it specifically by using reactive oxygen species (ozone, hydrogen peroxide, bleach), generated thanks to the enzyme NOX2. However, when the invader is too large to be taken up, cells use a second defense mechanism which consists of expelling their genetic material, that is to say their DNA. This DNA transforms into sticky and poisoned nets called «neutrophil extracellular traps» (NETs). These DNA nets then capture bacteria outside of the cell and kill them.
The ancestor of our innate immune system
In collaboration with researchers from Baylor College of Medicine in Huston (USA), Professor Thierry Soldati's team from the Department of Biochemistry of the Faculty of Science at UNIGE studies the social amoeba Dictyostelium discoideum. These microorganisms are bacteria predators. But when food is short, they come together and form a «mini animal» of more than 100,000 cells, called a slug. This will then turn into a «fruiting body» made up of a mass of spores on top of a stalk. Dormant spores will survive without food until the wind or other elements disperse them to new areas where they can germinate and find something to eat.
To make up the slug, approximately 20% of cells sacrifice themselves to create the stalk and 80% will become spores. However, there is a small remaining 1% that keeps its phagocytic functions. «This last percentage is made up of cells called «sentinel» cells. They make up the primitive innate immune system of the slug and play the same role as immune cells in animals. Indeed, they also use phagocytosis and DNA nets to exterminate bacteria that would jeopardize the survival of the slug. We have thus discovered that what we believed to be an invention of higher animals is actually a strategy that was already active in unicellular organisms one billion years ago,» explains Thierry Soldati, last author of the study.
From social amoeba to humans
This discovery plays a primordial role in understanding immune system diseases in humans. Patients with chronic granulomatous disease (CGD) are for example incapable of expressing the functional NOX2 enzyme. Therefore, they suffer recurrent infections, since their immune system lacks the reactive oxygene species that kill bacteria inside the phagosome or via DNA nets. By genetically modifying the social amoeba Dictyostelium discoideum, the microbiologists from UNIGE are able to conduct all sorts of experiments on the mechanisms of the innate immune system. This microorganism can therefore serve as a scientific model for the research on defects in these defense processes, opening the way to possible treatments.
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William Cavendish (courtier)
Sir William Cavendish MP (c. 150525 October 1557) was an English politician, knight and courtier. Cavendish held public office and accumulated a considerable fortune, and became one of Thomas Cromwell's "visitors of the monasteries" during the dissolution of the monasteries. He was MP for Thirsk in 1547. In 1547 he married Bess of Hardwick, and the couple began the construction of Chatsworth House in 1552, a project which would not be completed until after his death. His second son William Cavendish (1552 - 1626) became the first Earl of Devonshire, purchasing his title from the impecunious King James I.
Early life
He was the younger son of Thomas Cavendish (1472–1524), who was a senior financial official, the "clerk of the pipe", in the Court of Exchequer, and his wife, Alice Smith of Padbrook Hall. He was the great-great-great-grandson of Sir John Cavendish from whom the Dukes of Devonshire and the Dukes of Newcastle inherited the family name of Cavendish.
Career
Cavendish became one of Thomas Cromwell's "visitors of the monasteries" when King Henry VIII annexed the property of the Catholic Church at the end of the 1530s, in the dissolution of the monasteries. This followed from his successful career as a financial expert holding public office in the Exchequer, which led to his wealth. He was accused of accumulating extra riches unfairly during the dissolution. After Cromwell's fall, he was sent to Ireland to survey and value lands which had fallen to the English during the Fitzgerald Rebellion.
He was connected to the Seymour brothers Edward and Thomas, and via them to the family of Jane Grey, but he also took care to send tokens of goodwill to The Lady Mary. He was appointed Treasurer of the Chamber from 1546 to 1553 but, after an audit, was accused of embezzling a significant amount of money. Only his death saved the family from disgrace.
During the reign of Mary I, a favourable biography of Thomas Cardinal Wolsey was first published, written from the perspective of one of his closest aides, the one who had taken King Henry news of Wolsey's death. Although for centuries Sir William was said to be its author, historians now attribute it to his older brother George Cavendish (1494–1562).
Family
William Cavendish had a total of 16 children by three different wives. His first wife was Margaret Bostock; they had five children, but only three daughters survived:
Catherine, who married Thomas Brooke, son of Lord Cobham
Mary (died after 1547)
Ann who married Sir Henry Boynton in 1561.
Margaret, died in 1540.
In 1542 he was married to Elizabeth Parker; she had three children, none of whom survived. She died after giving birth to a stillborn daughter in 1546.
In 1547 he married Bess of Hardwick. He sold his property in Suffolk and moved to Bess's native county of Derbyshire. He purchased the Chatsworth estate in 1549 and the couple began to build Chatsworth House in 1552.
In the ten years before he died, they had eight children, six of whom survived infancy:
Frances Cavendish, (1548-1632) married Henry Pierrepont.
Henry Cavendish, (1550-1616), eldest son, Knight of the Shire and MP for Derbyshire for over 20 years, eventually disinherited by his mother in favour of his younger brother William.
William Cavendish (1552 - 1626), the first Earl of Devonshire.
Charles Cavendish, (1553–1617) father of William Cavendish, 1st Duke of Newcastle
Elizabeth Cavendish, (1555-1582) later entered into a controversial marriage with Charles Stuart, 1st Earl of Lennox, by whom she was the mother of Arbella Stuart, claimant to the English throne.
Mary Cavendish, (1556-1632) married Gilbert Talbot, 7th Earl of Shrewsbury. Their daughter Alethea Talbot Howard is an ancestor of the 5th and later Dukes of Norfolk.
William is also an ancestor of the late Queen Elizabeth, the Queen Mother and through her the modern British Royal Family.
Notes
References
Pearson, John, The Serpent and the Stag, Holt, Rinehart and Winston, 1983.
Brodhurst, F. (1907). "Sir William Cavendish 1557." Derbyshire Archaeological Journal, 29, pp. 81–102. Google Books
Cavendish, Sir William (c.1505-57), of Northaw, Herts. and Chatsworth, Derbys." HOP.
Cox, J.C. (1881). The Chronicles of the Collegiate Church Or Free Chapel of All Saints, Derby, pp. 130. Bemrose & Sons. Google Books
"Duke of Devonshire," (1790). The Peerage of England, Scotland and ireland, I, pp. 51–52. London. Google Books
Lee, S. (1887). Cavendish, William (1505?-1557) (DNB00). WikiSource.org
Lewis, M. (n.d.). "Sir William Cavendish, Burgess of Thirsk, Treasurer of the Chamber of King Henry VIII #37832, b. circa 1505, d. 25 Oct 1557," citing Richardson; Cokayne; Burke. ORTNCA. Web.[30]
External links
William Cavendish at WikiTree Retrieved 7 August 2018
Category:1505 births
Category:1557 deaths
Category:16th-century English people
Category:English civil servants
Category:People of the Tudor period
William Cavendish
Category:English knights
Category:People associated with the Dissolution of the Monasteries
Category:English courtiers
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Q:
"Disbalanced" vs. "unbalanced"
What are the differences in usage between disbalanced and unbalanced?
A:
Well, "disbalanced" apparently is not a currently used English word. It existed but it's not used anymore, since it doesn't appear in the OALD, nor in the NOAD. And when I was editing your question my browser signalled it as "wrong".
Unbalanced is used when you want to define something as not equally distributed, to define a person as mentally ill or disturbed or when someone is "giving too much or too little importance to one part or aspect of something". [OALD]
A:
The Oxford English Dictionary (OED) has an entry for disbalance, meaning to disturb the balance or equilibrium of, to put out of balance. Its derived adjective disbalanced is also included, with a citation from 1885. I'm not surprised that it's not to be found in Alenanno's sources, as it must be rare now, if not exactly obsolete.
Unbalanced is defined in the OED as not balanced or equably poised.
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In general, blowers are used in air cleaners, fans, and the like, and used industrially in air conditioner systems, various types of air intake and exhaust systems, and the like. Blowers can be classified as axial flow blowers, centrifugal blowers, or mixed flow blowers, depending on the characteristics of flow passing through the impellers thereof.
Among the above-mentioned blowers, centrifugal blowers allow the flow of air to occur, such that intake flow is generated in a direction of an axis of rotation thereof and exhaust flow is generated in a direction perpendicular to the axis of rotation, and is applied to common household air cleaners.
The centrifugal blower has a single-side intake method, in which intake flow is generated from one side of the axis of rotation, and a dual-side intake method, in which intake flow is generated from both sides of the axis of rotation.
Generally, such a centrifugal blower includes a centrifugal fan having a plurality of wings disposed in a circumferential direction thereof, and a scroll casing configured to surround the centrifugal fan while having an outlet guiding, to one side of the scroll casing, air discharged in the circumferential direction of the centrifugal fan.
However, a centrifugal blower, according to the related art, has a problem in that noise by air friction is generated and air volume is reduced, due to the imbalance of flow discharged from the outlet of the scroll casing.
In particular, the end of the outlet of the scroll casing is expanded, allowing for an increase in an opening area thereof, in order to diffuse air, and due to an expansion effect, the imbalance of exhaust flow is significantly generated. | 3.265625 | 3 | [
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How to Calculate a Sequence's Terms by Using the Sequence Expression
If you're given a few terms of a sequence, you can often use these terms to find the general formula for the sequence. If you're given the general formula (complete with n as the variable), you can find the nth term of the sequence by plugging in the position number for n.
The general formula for any sequence involves the letter n, which is the position of the term in the sequence (the first term would be n = 1, and the 20th term would be n = 20), as well as the rule to find each term. You can find any term of a sequence by plugging n into the general formula, which gives you specific instructions on what to do with this value n.
Unless otherwise noted, the first term of any sequence {an} begins with n = 1. The next n always goes up by 1. | 4.1875 | 4 | [
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A drug-resistant malaria superbug is on the rise — here’s why that’s so concerning
Malaria parasites carried by mosquitoes in the Greater Mekong region have started to become resistant to the main drugs used to treat the disease.
Malaria still kills more than 400,000 a year and the spread of a resistant strain like this could kill millions.
Southeast Asia is where drug-resistant malaria tends to emerge before spreading to other parts of the world.
In a hot and humid part of the world a threat that could kill millions is growing.
A mutated malaria parasite carried by mosquitoes in the Greater Mekong region of western Cambodia, northeastern Thailand, southern Laos, and the south of Vietnam has started to become a dominant malaria parasite in that region.
And this particular line of malaria parasite is resistant to not just one but two of the most effective drugs we have for treating the devastating illness.
This is a "sinister development" that "presents one of the greatest threats to the control and elimination of malaria," a group of researchers from Thailand, Vietnam, and the UK wrote in a recent letter to the medical journal The Lancet.
Medicine is an ever-evolving battle. Scientists find a treatment that's able to kill a pathogen; any members of that pathogen species able to survive the treatment then pass their resistance on, making the treatment less useful. New treatments are found or developed and the process repeats — unless the bug can be contained using other strategies (like alternating between different types of treatment so no one form of resistance becomes paramount) or unless that bug can be wiped out completely.
The most well-known example of this comes from the ongoing fight against bacterial infections. Bacteria are developing resistance to medicine faster than we're developing new antibiotics, threatening to return the world to a pre-antibiotic era where a simple scratch could become fatal (the risks from any surgery become astounding in that scenario) — something experts call a growing threat that could kill 10 million people a year by 2050.
The same thing is happening with our medications for the malaria parasite.
From Southeast Asia to Africa
While the development of resistance isn't new, this particular case is disturbing. In the past, malaria-causing mosquitoes developed resistance to pesticides like DDT and to chloroquine, once a widely used malaria treatment that's now not effective for the form of the disease that kills the most people.
The resistant strain was first discovered near Pailin in 2008, but it has now spread throughout the region.The Lancet
There are five different types of malaria-causing parasite, and each carries a version of the disease with unique levels of severity and associated difficulties in treatment. The one that's developing resistance in the Mekong is called Plasmodium falciparum. It's both the most common and most fatal, accounting for 90% of the more than 400,000 annual deaths that malaria causes.
According to the World Health Organization, malaria still infects 212 million people a year, meaning that a strain that our most effective drugs can't treat would have devastating consequences. Approximately 92% of malaria deaths occur in Sub-Saharan Africa. But the distance between there and Southeast Asia is no reassurance.
"Almost always, drug resistance has emerged in Southeast Asia and jumped to Africa," Janice Culpepper, a senior program officer on the Malaria Program Strategy Team in Global Health at the Bill & Melinda Gates Foundation, explained in a conversation with reporters that Business Insider participated in last fall. The biodiversity hotspot in the Mekong region is a place where new mutations like drug resistance tend to appear, but successful species there can spread to other parts of the world easily.
In this location, medical professionals had been using a combination of the drugs artemisinin (which was becoming less effective) and piperaquine as a combination therapy, with the idea that it was hard for parasites to develop resistance to two drugs at once.
But in this case, a strain of Plasmodium falciparum that was already resistant to artemisinin has developed resistance to piperaquine too.
"It's a race against the clock — we have to eliminate it before malaria becomes untreatable again and we see a lot of deaths," Arjen Dondorp, head of a malaria research unit in Bangkok and one author of the Lancet letter, told the BBC.
In theory, malaria can be eliminated from a region. A number of countries have done so over the years. But in this case, with the resistant strain spreading, time is short.
"The evolution and subsequent transnational spread of this single fit multidrug-resistant malaria parasite lineage is of international concern," the authors of the letter wrote. | 3.140625 | 3 | [
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Effective Use Of a Bluetooth Module
18May
Most engineers often face difficulty while dealing with the connectivity of their projects, however, a Bluetooth module can easily solve this problem. So, automation experts and IoT enthusiasts like to build their projects based around microcontrollers such as an Arduino or Raspberry Pi. Hence, these microcontrollers are unable to communicate with other devices unless we enable them with connectivity. So, this connectivity is often given to them through a Bluetooth module.
The Bluetooth modules are small in size. Hence, we can easily integrate it in our Arduino and other microcontroller projects. And as the name suggests, this module communicates with the devices around it by using the Bluetooth technology. So, it opens up a whole new range of possibilities from simple data transfer to the remote control.
1) GND
This pin basically serves to provide the ground for the circuit. So, providing a ground is an essential concept in electronics engineering and without this, no electronic gadget can truly function. Hence, this pin is a crucial part of a BLE module.
2) VCC
We use this pin for supplying power to the BLE module. So, this serves as the pivotal point which allows the Bluetooth module to draw in the required energy. Hence, VCC is by far the most important pin in any Bluetooth module.
3) RX
This pin primarily functions to receive any designated data from the specified network node or a certain nearby device. So, we use this pin to receive the desired instructions or information from other devices within a Bluetooth network or the very network itself. Hence, this pin establishes the basis for using the BLE module for IoT deployments.
4) TX
This pin allows the Bluetooth modules to send the designated data over to the network or close by devices. The designated data is often the one that is collected by the sensors that are attached to the microcontrollers. So, this pin truly unlocks the potential of a Bluetooth module. Whenever we want to place a Bluetooth module in a remote location for data gathering purposes, we rely on this pin to regularly send us the collected data and processed information.
This low power Bluetooth module features up to five 32-bit timers. So, these timers come with their own counter mode.
It has an NFC-A tag that significantly boosts the connectivity.
Electrical Features
This Bluetooth 4.0 module has a peak current of 5.3 mA in the TX pin.
This Bluetooth low energy module features a peak current of 5.4 mA in the RX pin.
The BLE module features its very own PPI.
These have 12-bit and 200 ksps ADC – 8 channels that are configurable. So, you can also program their gain.
It supplies voltage in the range of 3.6V to 1.7V
This module has an interface that has a single pin antenna.
3) MK10
Technical Specifications
It has a sensitivity of -95dBm in BLE mode.
It has a sensitivity of -103dBm over the long-range.
This Bluetooth 5.0 module features RSSI which has a resolution of 1dB.
It has a RAM of 256kB and a Flash of 1MB.
Its security is accelerated by HW.
It has multiple 128-bit co-processors which include AAR, ECB, CCM, and AES.
This BLE module features a USB2.0 controller.
It has around 48 I/O pins.
Its dimensions are 30.0×20.0x0.8mm.
It has an internal oscillator of 64MHz which allows for fast wake-up.
Electrical Features
The Tx pin has +8dBm of power.
It is compatible with nRF24L, nRF52, nRF24AP, and nRF24L series.
You can program its output from -20dB to +8dBm.
This offers a quite flexible power management system.
It supplies voltage in the range of 5,5V to 1.7V
For external components, it regulates the power supply from 3.3V to 1.8V.
The function of the Bluetooth Module
1) Inter-device connectivity
We primarily use a BLE module in our Arduino projects when we want our project to communicate with the devices around it. So, you can say that the primary purpose of a Bluetooth module is to instill connectivity in the microcontroller project. Hence, once our project is able to communicate with the devices around it, we can then proceed to further developments.
2) Data Collection and Transmission
One of the major reasons for deploying IoT projects is to collect data. Some examples are monitoring temperature, pressure, humidity, etc. So, once the sensors in our IoT project collect the data, we need them to send it to us. For this purpose, we use a BLE module which enables the microcontroller to effectively transmit the collected data.
3) Automation
One of the major reasons why we develop and deploy IoT projects through microcontrollers is that we are looking for automation. So, automation is the concept where routine tasks are performed automatically through the help of technology. For instance, sounding an alarm whenever there is a fire or emptying a gas container when the pressure is too high. Hence, automation is highly preferable in industrial IoT applications. However, we cannot achieve automation without leveraging the capabilities of a BLE module. Hence, a BLE module allows the microcontrollers to send instructions to relevant mechanical systems through the help of Bluetooth signals.
4) Remote Control
Controlling objects far away from us is known as a remote control. However, we can only achieve these with the help of a BLE module. Therefore, a BLE module makes it possible for us to send relevant commands to the distant electronic objects. Hence, this way we don’t have to put in much effort, and yet we are easily able to perform the same task from a distance.
Applications of Bluetooth Module
1) Robotics
The biggest application of a BLE module is in the field of robotics. Hence, we can control the movement and actions of a robot by using its Bluetooth capabilities. For this purpose, we use Arduino for building the robot and then integrate the Bluetooth module with it. So, we can then use a dedicated app to control the way the robot moves. Additionally, we can also control what the robot does as long as we are within the Bluetooth range.
2) Security
Every smart device is enabled with Bluetooth these days. And every device has a unique Bluetooth identifier. So, we can harness this capability for the purpose of security applications. For instance, we want to secure the entrance to a certain house. For this purpose, we will build a validator by using Arduino and a BLE module. So, we will then install it near the entrance gate. So, when a person tries to enter the house, the validator will scan the Bluetooth identifier of that person’s smartphone. Hence, if the identifier is recognized as an authorized person then he will be allowed to enter. However, if the identifier is unrecognized then the validator will alert the inhabitants of the house.
3) Asset Management and Tracking
Large warehouses and departmental stores often struggle with keeping track of their inventory. So, the major problems are that the size of the store is too large and manual labor is just not sufficient to search the whole store if an item goes missing. This is where a BLE module can come in handy. So, we can attach beacons with an important inventory. And a central Bluetooth module will establish secure communication with each beacon. So, we can use this link to triangulate the location of our inventory and easily find it if it is misplaced.
How to use a Bluetooth Module?
If you are acquainted with microcontrollers such as an Arduino then it is fairly simple. Therefore, the following is a step by step guide for using a Bluetooth module.
1) Connect the Bluetooth Module with Arduino
As we have discussed earlier, Bluetooth modules have four pins. So, you have to connect each of these pins to a respective component of the Arduino.
RX pin of the BLE module is connected with the RX pin of the Adriano
TX pin of the BLE module is connected with the TX pin of the Adriano
Connect a 5V battery to the VCC pin of the Bluetooth Module
GND pin of the BLE module is connected with the GND pin of the Adriano
2) Put the instructions in the form of a code
Arduino has its own language and IDE. So, any instructions that you want to give to the Bluetooth module, you must convert them in the form of an Arduino code.
3) Upload the instructions (Code) on the Arduino
Then you have to upload the code onto Arduino by using the dedicated USB port. So, now the Bluetooth module is active and ready to use.
4) Deployment of the Bluetooth Module
Now you can deploy the BLE module along with the Arduino to your chosen IoT application.
Wiring mode
Connecting with RJ25
The BLE Module often has a gray or blue ID. Hence, when we are using RJ25, we must connect the port with gray or blue ID on Makeblock Orion.
Connecting with Dupont wire
When we use the Dupont wire for establishing a connection between the Arduino board and the Bluetooth module then we have to connect the digital port 0 and 1 with the RX and TX pins.
Guide to programming
For feeding instructions into the Bluetooth module, we need to convert them into code by using the Arduino language. As we all know that every programming language has some dedicated libraries, hence, Arduino has its own special libraries. So, when you are using the BLE module then you should use the Makeblock-Library-master. So, we highly recommend that you should thoroughly test your code and how the Bluetooth module responds to it before actually deploying it. Arduino has an IDE of its own which has built-in debugging features. Hence, you can use those to optimize the performance of your code. | 3.53125 | 4 | [
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Greenhouse gas could be a huge untapped source of energy, generating '400 times as much power as the Hoover Dam'
Dutch scientists have come up with a new technique to unlock the power of waste carbon dioxide pumped out of current power plants
The Centre of Excellence for Sustainable Water Technology believes its method could produce 1,570 billion kilowatts of electricity annually
The technology is not ready yet but it is hoped it could be used instead of expanding current power plants to meet increasing demand for electricity
A new method for producing electricity from waste carbon dioxide emitted by power stations could be so efficient that it has the potential to create 400 times the amount of power that the Hoover Dam generates in a year, Dutch scientists have claimed.
Researchers from the Centre of Excellence for Sustainable Water Technology in the Netherlands believe they have come up with a new technique to unlock the power of waste carbon dioxide pumped out of current power plants.
Their system involves mixing water and other liquids with combustion gas comprising a high concentration of carbon dioxide that are pumped between two membranes to produce an electric current.
Splitting water with sunlight is described by the U.S. scientists as the Holy Grail of a sustainable hydrogen economy. Hydrogen could be used as a greener alternative to fuel road transport, in distributed heat and power generation, and for energy storage
Described in the American Chemical Society's journal Environmental Science & Technology Letters, the method uses waste gases from power stations and industrial smoke stacks as a raw material to generate electricity.
The scientists said that over 12 billion tonnes of carbon dioxide is created annually from coal, oil and natural gas power stations, while home and commercial heating systems generate another 11 billion tonnes of the greenhouse gas.
The team came up with a way to use the waste gas from power stations, industry and homes that they believe could produce a staggering 1,570 billion kilowatts of electricity annually.
The power equates to around 400 times the annual electrical output of the Hoover Dam, according to Bert Hamelers, a programme director at the centre.
He pointed out that the electricity produced would not add any extra carbon dioxide to the atmosphere.
The scientists have come up with a way to use the waste gas from power stations, industry and homes that they believe could produce a staggering 1,570 kilowatts of electricity annually. The power equates to around 400 times the annual electrical output of the Hoover Dam (pictured)
THE TECHNOLOGY IN NUMBERS
12 billion tonnes of carbon dioxide is created annually from coal, oil and natural gas power stations
11 billion tonnes of the greenhouse gas is generated by home and commercial heating systems
1,570 billion kilowatts of electricity per year is what the scientists predict their technique could produce using waste gas from power stations industry and homes, which is...
400 times the electrical output of the Hoover Dam located on the Colorado River between the US states of Arizona and Nevada
However, it will not remove carbon dioxide from the earth's atmosphere like carbon capture and storage techniques are intended to do.
Dr Hamelers told NBC News : 'You use the energy that is now wasted.
'You bring it in and get the extra energy out, but you cannot sequester it.'
Carbon capture and storage (CCS) is the process of collecting carbon dioxide from places like power plants and taking it to a storage site where it is buried in an underground geological formation, instead of entering the atmosphere.
CCS has the potential to curb the contribution of fossil fuel emissions to global warming but although the method has been commercially used, the long-term storage of carbon dioxide is still a relatively new concept.
There is also some way to go before the technology developed by the Dutch scientists can be used on a massive scale as it is currently a proof-of-concept technique.
To test their theory, Dr Hamelers and his team used a well-known experiment to create bubbles of the gas and air through a liquid, NBC News reported.
More development of the technology is necessary before it can be tested on a real power station (pictured). It is hoped that the method of generating extra energy could be used instead of expanding current power plants to meet increasing demand for electricity
Currently the process uses more energy than it produces but membrane-based processes that are proposed by the scientists to use in the 'real' technology use less energy.
Dr Hamelers said: ' The objective for us was to show that, yes, there is this source of energy and, yes, you can harvest it.'
Although he conceded that more development of the technology is necessary before it can be tested on a real power station.
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Archive
The RMS Lusitania, launched in 1907, was one of the fastest ocean liners of her time, holding the Blue Riband for fastest Atlantic passenger liner crossings along with her sister ship, the RMS Mauretania. With the help of state-of-the-art Parsons steam turbine engines generating 68,000 horsepower [1], fed by 25 boilers and turning four huge screws (propellers), she regularly cruised at 25 knots.
RMS Lusitania coming into port
On May 7, 1915, during World War I, she was nearing the end of a crossing from New York to Liverpool. South of the coast of Ireland, her lookout saw a trail of foam rapidly approaching the ship and shouted “Torpedoes!”. There was just one torpedo, but it slammed into the starboard side and detonated. Moments later a huge secondary explosion rocked the ship. She sank in just 18 minutes amid a chaos of trying to launch lifeboats, killing 1,198 of the 1,959 people on board, including 128 Americans. [2]
The torpedo came from the German submarine U20. The sinking of the Lusitania outraged Americans and helped turn the national sentiment, which had been very isolationist and neutral regarding the great European war, decidedly against the Germans. The Lusitania incident contributed to America eventually entering the war on the side of Britain and France. Why would the Germans attack a passenger liner with innocent women and children on board? Was this a wanton case of barbarism, as the English news stories claimed?
As always, there is more to the story than this. Near the start of the war in August 1914, the British, wanting to leverage the might of the Royal Navy, imposed a blockade of German ports. This blockage was very effective, causing starvation in Germany and the eventual deaths of 763,000 civilians, according to official statistics [3]. Germany responded with the only advantage she had, which was her submarine service, the most advanced in the world. Germany declared the North Sea and the area around the British Isles a British “military area” and warned that any ships entering this area, including those from neutral countries, were subject to submarine attack. The British admiralty responded to this declaration with orders for a merchant ship who encounters a submarine to steer straight for it at utmost speed – in effect instructions to ram the small and vulnerable submarine. The “rules of war” up to this time called for warships intercepting merchant vessels to stop them and allow for passengers and crew to disembark before firing on the ship, unless the ship resisted, attempted to flee, or was part of a convoy. The Germans were aware of the British admiralty instructions and the extreme vulnerability of a submarine on the surface. In addition, a submarine with a surface speed of 15 knots could not possibly keep up with a fast liner like the Lusitania. In light of this, in February the German government announced that allied ships in the war zone would be sunk without warning.
German warning notice
Most passengers were unaware of two crucial facts about the Lusitania. First, she was secretly subsidized by the British government, and in return was built to meet with specifications to allow her to be converted to an Armed Merchant Cruiser if the need arose. She had magazines for powder and ammunition, and gun mounts concealed underneath her decks. Second, on her final voyage she was carrying contraband (military cargo), including 4.3 million rounds of Remington .303 cartridges, used in both rifles and machine guns. Passengers were not aware of the contraband, but the Germans, via their spy network, almost certainly were. In fact, the German Embassy in Washington took out an ad in the New York newspapers, warning people not to book passage on the Lusitania. The German notice was printed next to a Cunard Line advertisement for the voyage, and caused a stir. Many people took heed, and the Lusitania was only at about half capacity on the final voyage.
All of these factors combined to a situation where the U20 issued no warning and simply fired a torpedo when the Lusitania came within range. The propaganda offices in both Britain and America were quick to portray the attack as a war crime. The Kaiser was quick to defend it. So the question for discussion is: was the commander of the U20 justified in this situation to fire on the Lusitania, or were the newspapers correct, and this was a barbaric act and a war crime?Vox’s Take: War is a very difficult thing to conduct in a “civilized” manner. In the words of William T. Sherman, “War is cruelty and you cannot refine it.” [4] Certainly, it’s hard to see how the sinking of a passenger liner loaded with civilians is justified. But did the Germans, with their people starving, have a right to enforce their own blockade in the manner they could, as the British were doing? And what did the Brits intend to do with the 4.3 million rounds of ammunition? Why, shoot them at the Germans of course. It can be argued that the Germans did indeed give warning, not on the high seas but before the voyage even began. My take is that the sinking was not “civilized”, but was not a war crime, given the conditions in which it occurred. What’s your take?
Most of us are familiar with the two most common tracks to statehood: first of course, there are the thirteen original colonies which joined together to form the United States. Second, most of the other states were admitted as a territory: additional land, often wilderness, beyond the thirteen colonies was acquired from another country by treaty or purchase. The new land was organized into a territory and when the territory reached a sufficient population and level of development, the territorial government applied for statehood, and was either accepted or rejected by Congress. In all, 31 territories were accepted as states.
However, there are a number of states which are exceptions to the two common routes. Four states were at one time independent republics: Vermont, Texas, California (very briefly) and Hawaii (before it was a territory). Louisiana brought a multitude of states when it was purchased from Napoleon’s First French Republic. The War with Mexico, also a republic, brought a bundle of other states.
There are also four states which at one time were part of another state: Maine was a district of Massachusetts, Kentucky and West Virginia were part of Virginia, and Tennessee was part of North Carolina before it became the Southwest Territory, on its way to becoming a state.
Check used to pay for Alaska
The thirteen original colonies were, of course, part of the Kingdom of Great Britain. Florida was acquired by treaty from the Kingdom of Spain. Alaska was famously purchased from the Russian Empire, an absolute monarchy. But one other state was itself a kingdom before it became a state. This was Hawaii, which was wrested away from the Hawaiians when American and European developers managed to overthrow the Hawaiian monarchy, form the independent Republic of Hawaii and put Hawaii on a track to United States annexation and eventual statehood.
Not all territories became states. The Philippines, won from Spain in the Spanish-American War, gained independence from the United States in 1946. The Panama Canal Zone was returned to Panama in 1979. And what about the territories today? There are still sixteen territories of the United States, most of which are small islands. The major territories, which presumably could apply for statehood, are the Commonwealth of Puerto Rico, Commonwealth of the Northern Mariana Islands, American Samoa, Guam and the United States Virgin Islands. | 3.28125 | 3 | [
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April 30, 2013
The Silent Infection
A Canadian study between 2009 and 2011 found that nearly 14% of people between the ages of 14 and 59 may be infected by the herpes simplex 2 virus and 1% tested positive for chlamydia. Almost all of those affected were unaware they were infected, and that's why chlamydia is often called the silent infection. Simple urine and blood tests can spot the infections. Antibiotics can cure chlamydia infections, and prevent serious fertility problems, and other medical and psychological problems, too. | 3.21875 | 3 | [
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China to Build World's Largest Steerable Radio Telescope
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The Chinese government has approved a plan to build a giant radio telescope in Qitai County, in the far western region of Xinjiang.
Chinese scientists claim that the device, named the QTT, will be the world's largest steerable radio telescope after its construction is completed.
According to the plan, the QTT will have a steerable 110-meter wide circular dish. The two largest steerable radio telescopes currently in use, with 100-meter wide dishes, are located in the U.S. and Germany.
Radio telescopes perform their observational tasks by receiving radio waves from space. The QTT is expected to be used to study phenomena such as black holes and stellar nurseries in the farthest reaches of the Universe.
The Chinese Academy of Sciences has been leading the design of the telescope since research related to the QTT program started about a decade ago.
Chinese scientists considered nearly 50 locations across Xinjiang before deciding to locate the QTT at a site in the foothills of the massive Tian Shan mountain range. Scientists believe the mountains surrounding the site can protect the telescope from interference by stray radio frequencies.
China is already the home of the world's largest radio telescope. The FAST, located in the southwestern Chinese province of Guizhou, is a 500-meter wide telescope. It started operation in 2016 more than 20 years after it was first proposed by Chinese scientists. However, unlike the dish of the QTT, the FAST uses a fixed position dish. (Xinhua)
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Technicians have begun assembling the world's largest radio telescope, with a dish the size of 30 football grounds, deep in the mountains of southwest China's Guizhou Province. Yesterday afternoon, they began to assemble the telescope's reflector, whic... | 3.234375 | 3 | [
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Environmental Impact of Hemp
The Cannabis College attempts to inform the public on all aspects of Cannabis and hemp, especially those with which you may not be familiar. One of the most important applications of the hemp plant is in the realm of environmental protection, such as its ability to leach radioactivity from the soil, prevent erosion and mudslides, and grow with little or no pesticides. Hemp plants are hardy, adapting to and thriving in almost any climate on the planet. Unlike most crops, rather than depleting the earth, hemp actually helps to prepare the soil for the following year’s harvest (crop rotation). Hemp building materials and plastic products are environmentally-friendly and for the most part recyclable, and are also known to be mould-resistant.
Hemp can, for the most part, reduce the need for many other mass-produced modern raw materials. The fuel industry and other petrochemical products create large amounts of toxins and waste. Compared to common resources (such as cotton), the hemp industry not only results in eco-friendly fibres, fuels, cosmetics, medicines, and so on, it also protects the earth and makes the land more viable for other crops. The cotton manufacturing process is responsible for the utilisation of over 20% of the world’s chemical pesticides and processing chemicals; hemp can be grown and processed with minimal or no chemical use. There are very few by-products from hemp processing, and the small amounts of vegetable matter that are not used are easy to either re-use or dispose of.
With regards to the eco industry, it appears that even modern approaches in environmental protection sometimes accidentally lead to the over-consumption of resources, often non-renewable. Hemp plants help to produce oxygen, prevent deforestation and process greenhouse gases while offering materials for food, fuel, cosmetics, plastic, building materials, medicine, textiles and more. Many large companies producing the aforementioned goods are now considering, or have already implemented, the switch to hemp due to the current worldwide concern towards global warming, climate change and CO2 emissions.
Relevant information
The use of Cannabis as an industrial crop by humans is as old as the practice of agriculture itself, dating back almost 10,000 years. Originally it was culitivated for the fibres of the stalk in order to make fabrics for clothing or nets for hunting and fishing.
Today the Cannabis plant family can be separated into three main groups: Cannabis Sativa, Cannabis Indica, and Cannabis Ruderalis, although disputes exist regarding the exact distinctions of these groups. | 3.4375 | 3 | [
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Q:
What causes current to move to the surface in superconductors?
I’m really trying to understand superconductors in an intuitive way here, although many say you cannot, anyway Im unable to find anywhere that explains to me why the current is on or near the surface of a superconductor. I understand cooper pairing, and I understand the meissner effect which seems to be a result of this surface current, but there is no explanation as to why the current is at the surface.
A:
The simplest picture is from energy. If we use the Landau-Ginzburg formalism we can define a current
$$
\rho {\bf v}= \frac{1}{2m^*}\left( \psi^*\nabla\psi-(\nabla \psi^*)\psi\right)\\
= \rho(\nabla\phi -2e{\bf A})/(2m_e)
$$
where $\rho= \psi^*\psi$ and $\psi=\sqrt{\rho} e^{i\phi}$ and $m^*=2m_e$.
Then the vorticity of the superconducting electron fluid
$$
\omega\equiv \nabla\times {\bf v}
$$
obeys the Meissner constriant
$$
m_e\omega+ e{\bf B}=0.
$$
There is crucial difference here between a superconductor and a "perfect" conductor. In a perfect conductor a changing ${\bf B}$ field gives rise to an electric field via ${\rm curl\,} {\bf E}= - \partial{\bf B}/{\partial t}$ and this electric field gives rise to a ${\rm curl\,}{\bf v}$ so that $m_e\omega+ e{\bf B}$ is constant, but this constant does not have to be zero. As a result, in a perfect conductor, the magnetic field is frozen into the fluid. This what happens in a highly conductive plasma, and is the source of Alfven waves.
In the superconductor, however, the constant must be exactly zero.
In other words, in a superconductor, where there is a magnetic field the fluid is forced to have vorticity. Now vorticity costs kinetic energy, so having a magnetic field inside the superconductor is energetically costly. The lowest energy configuration puts a minimal $\rho {\bf v}$ screening current on surface that is just sufficient to keep the field out. The field has therefore been expelled from the interior of the superconductor. This is the Messner effect.
Now there is another way to reduce that the $\rho |{\bf v}|^2/2$ kinetic energy that has not been included yet. This is to reduce $\rho$ rather than $|{\bf v}|$. Such a reduction costs energy from the $V(|\psi|)= $ interaction term in the Landau-Ginzburg free energy. If the external field is large enough the system will reduce the
$$
\int d^3x \frac{1}{2\mu_0} |{\bf B}|^2
$$
field energy at the expense of paying energy to reduce $|\psi|$. The field will then penetrate the superconductor either in the form of vortices or, in a type I superconductor, completely.
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Q:
What prevents a race condition when checking a semaphore value?
I'm studying multithreading and trying to understand the concept of semaphores and mutual exclusion. Most of the examples I find online use some sort of library (e.g. pthread) to implement the semaphore or mutex, but I'm more interested in the implementation of a simple semaphore that establishes a critical section -- no more than one thread accessing a particular region of memory.
For this task, I believe I would need a mutex (a.k.a. a binary semaphore if I understand the terminology correctly). I can see how the semaphore would prevent a race condition by "locking" the section of code to a single thread, but what prevents a race condition from occurring at the semaphore itself?
I imagine a binary semaphore to hold an int value to keep track of the lock:
Semaphore
---------
int lock = 1;
unsigned P(void){
if(lock > 0){
lock--;
return 0; /* success */
}
return 1; /* fail */
}
void V(void){
lock++;
}
Suppose two threads call the P function at the same time, they both reach the if(lock > 0) check at the same time and evaluate the condition as true -- this creates a race condition where both threads are granted access to the same region of memory at the same time.
So what prevents this race condition from occurring in real world implementations of semaphores?
A:
Locking and relasing semaphores and/or mutexes happen as atomic operations, this means the CPU cannot be withdrawn from the current process. This ensures, that as soon as a mutex-lock is started (it consists of either a single or a few CPU-instruction (microcode)), the process keeps the CPU until the locking/releasing is done.
There are also different ways to implement threading, which can either be a direct support by CPU (kernel-space) or through a library (such as pthreads) in user-space.
From OSDev.org
An atomic operation is an operation that will always be executed without any other process being able to read or change state that is read or changed during the operation. It is effectively executed as a single step, and is an important quality in a number of algorithms that deal with multiple indepent processes, both in synchronization and algorithms that update shared data without requiring synchronization.
Here is a nice article on atomicity, too (although in Delphi).
A:
The most common (although definitely not the only) way to implement most locking primitives are compare-and-set instructions. An normal move instruction would just set the value of a memory location to whatever value you ask it to while a compare-and-set instruction does "atomically set this memory location to value X only if the value of the memory location is Y, then set some flag if the operation succeeded or not". The keyword "atomic" is that the CPU can in hardware make sure that nothing else can interfere with that operation.
Using a compare-and-swap instruction your example P could be implemented as:
int oldlock;
retry:
oldlock = lock;
if (oldlock > 0) {
if (compare_and_swap(&lock, oldlock, oldlock - 1))
goto retry;
return 0;
}
return 1;
Of course reality is much more complex than that, but compare-and-set is easy to understand and explain and has the nice property that it can implement (almost?) all other locking primitives.
Here's a wikipedia article.
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Q:
Please explain this algorithm to get all permutations of a String
The following code generates all the permutations for a string:
def permutations(word):
if len(word)<=1:
return [word]
#get all permutations of length N-1
perms=permutations(word[1:])
char=word[0]
result=[]
#iterate over all permutations of length N-1
for perm in perms:
#insert the character into every possible location
for i in range(len(perm)+1):
result.append(perm[:i] + char + perm[i:])
return result
Can you explain how it works? I don't understand the recursion.
A:
The algorithm is:
Remove the first letter
Find all the permutations of the remaining letters (recursive step)
Reinsert the letter that was removed in every possible location.
The base case for the recursion is a single letter. There is only one way to permute a single letter.
Worked example
Imagine the start word is bar.
First remove the b.
Find the permuatations of ar. This gives ar and ra.
For each of those words, put the b in every location:
ar -> bar, abr, arb
ra -> bra, rba, rab
A:
I've written the steps out for a string of length 2 and a string of length 3 below.
permutations('ab')
len('ab') is not <= 1
perms = permutations of 'b'
len('b') <= 1 so return 'b' in a list
perms = ['b']
char = 'a'
result = []
for 'b' in ['b']:
for 0 in [0,1]:
result.append('' + 'a' + 'b')
for 1 in [0,1]:
result.append('b' + 'a' + '')
result = ['ab', 'ba']
permutations('abc')
len('abc') is not <= 1
perms = permutations('bc')
perms = ['bc','cb']
char = 'a'
result =[]
for 'bc' in ['bc','cb']:
for 0 in [0,1,2]:
result.append('' + 'a' + 'bc')
for 1 in [0,1,2]:
result.append('b' + 'a' + 'c')
for 2 in [0,1,2]:
result.append('bc' + 'a' + '')
for 'cb' in ['bc','cb']:
for 0 in [0,1,2]:
result.append('' + 'a' + 'cb')
for 1 in [0,1,2]:
result.append('c' + 'a' + 'b')
for 2 in [0,1,2]:
result.append('cb' + 'a' + '')
result = ['abc', 'bac', 'bca', 'acb', 'cab', 'cba']
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derivative of 2*m**3 + 10*m**2 - 6*m + 46. Let v be l(-4). Let a be (-2602)/4 + 5/v. Round a to the nearest one hundred.
-700
Let h = -0.08182 + 3595.08182. Let g = 3595.00002379 - h. What is g rounded to six decimal places?
0.000024
Let b = -0.84 - 3.86. Let y = 3.9756 - -0.73. Let i = y + b. What is i rounded to three decimal places?
0.006
Suppose 34*a + 87021 = 1332492 + 999719. What is a rounded to the nearest 10000?
70000
Let h be (2720/(-24))/(7/(-97020)*-7). What is h rounded to the nearest one hundred thousand?
-200000
Let g = 1121521 + -2130721. Round g to the nearest 10000.
-1010000
Let k = -871.503494984 + 20.503434084. Let n = k + 851. What is n rounded to five decimal places?
-0.00006
Let v be 1/(-1) + 230/10 - -4. Let f(m) = -13*m**2 - 86*m - 26. Let z be f(v). What is z rounded to the nearest one thousand?
-11000
Suppose k - 102293994 = 2*u, -7*u + 6*u - 51146988 = -2*k. What is u rounded to the nearest one hundred thousand?
-51100000
Let r = 35.89143 - 0.15943. Round r to the nearest ten.
40
Let q = -9.722 + 9.724. Let n = -3.8753 + 3.85. Let s = q - n. What is s rounded to three dps?
0.027
Let h = 36251.507 + -36268. What is h rounded to the nearest ten?
-20
Let r = 151.128 - 153. Let x = 1.98 + r. Round x to 1 dp.
0.1
Suppose -11*w + 108 = -13*w. Let s = -72 - w. Let k be (-80)/((s/(-4))/(-9)). Round k to the nearest ten.
160
Suppose 4*m = x - 31659994, 7*x = 3*x - 24. Round m to the nearest one hundred thousand.
-7900000
Let d = 56 - 56.11. Let r = 31 + -30.848. Let o = r + d. Round o to 2 decimal places.
0.04
Let t = -70 - 22. Let z = 149 + t. Let j = z - 56.99996. Round j to five decimal places.
0.00004
Let q(p) = 3893*p**2 - 19*p + 58. Let y be q(4). Round y to the nearest 1000.
62000
Let r = -15.64 - -15. Let k = 0.09 + r. Let l = k - -0.549997. What is l rounded to 5 dps?
0
Let i be (12474314/10 + 5)*5. Let l(q) = 3069*q**3 + q**2 - 23*q + 7. Let x be l(9). Let t = x - i. Round t to the nearest 100000.
-4000000
Suppose 8*q + 232 + 24 = 0. Let i be (-5180)/6*(q - -29). Round i to the nearest 1000.
3000
Let x = 200 + -198.808. Let v = -15 + 14.972. Let b = x - v. What is b rounded to 1 decimal place?
1.2
Let r = -31 + 35. Suppose -74206 = -2*z - r*y, -y = z + 4*z - 185542. Let g = 84109 - z. What is g rounded to the nearest ten thousand?
50000
Let t = 3846.2859 + -3841. What is t rounded to 1 dp?
5.3
Let y(z) = -149534*z - 274. Let s be y(-11). What is s rounded to the nearest 10000?
1640000
Let y(f) = -4626*f - 2509. Let m be y(15). Round m to the nearest 1000.
-72000
Let p = 154.15 + -154.14992631. What is p rounded to six dps?
0.000074
Let n = -11744.78 + 12212. What is n rounded to the nearest 10?
470
Let r = -14266 - -14265.86247. Round r to 2 dps.
-0.14
Let x = 3876.6 - 3876.634138. Round x to 4 decimal places.
-0.0341
Let p = 7.268479 - -0.133571. Let m = 7.4 - p. Round m to 2 dps.
0
Let z = -127144314540366372.33000823 - -127144317833668647. Let x = -3293302260 + z. Let l = x + -14.67. What is l rounded to six dps?
-0.000008
Let l(q) = -32318*q**2 - 9*q + 4. Let s(z) = -32317*z**2 - 8*z + 4. Let w(h) = 3*l(h) - 4*s(h). Let f be w(-4). What is f rounded to the nearest 10000?
520000
Let s = -261 + 120. Let q = 67 - s. Let u = q - 210.51. Round u to one decimal place.
-2.5
Let l(r) = -230902*r - 78. Suppose 12*n - 183 = -51. Let q be l(n). What is q rounded to the nearest one hundred thousand?
-2500000
Let g = 66128 - 120130. Let m be g/3 + (-52)/(-78). Round m to the nearest 10000.
-20000
Let h = -17905440 + 17905452.7999704. Let i = h - 12.8. Round i to six dps.
-0.00003
Suppose 14*y = 13*y - 14. Let l = -10 - y. Suppose 4*c + c - 5*p = -3525, -l*p = 2*c + 1440. What is c rounded to the nearest 100?
-700
Let d(g) = 5*g**2 + 6*g - 41. Let j be d(-19). Let p be (-4)/14 + (-24)/(-84). Suppose -2*w - 3*w - f - 2750 = 0, p = 3*w - 5*f + j. Round w to the nearest 100.
-600
Let q = 113.9490341 - 113.95. Round q to four decimal places.
-0.001
Let o(r) = r**2 - r + 27206795. Let k(c) = -c**3 + 5*c**2 - 5*c + 4. Let l be k(4). Let u be o(l). Let j = u + -41306795. Round j to the nearest one million.
-14000000
Let w = 973 - 556. Let f = 416.998828 - w. Round f to five decimal places.
-0.00117
Let o = -94 + -169. Let v = 262.01 + o. Round v to 0 dps.
-1
Let t = 436701.06434 - 437163.06. Let v = t + 462. What is v rounded to three decimal places?
0.004
Let x = 0.0665 + -8.5565. Let p = x + 8.488556. What is p rounded to four dps?
-0.0014
Suppose 55*p - 190637748 = 37*p. Suppose -2*v + 2*x - 4*x = 33381964, 0 = -5*v + x - 83454934. Let h = p + v. Round h to the nearest 1000000.
-6000000
Let x = 1910671 - 3946171. Round x to the nearest 10000.
-2040000
Let i = -946.39995869 - -946.4. Round i to 5 dps.
0.00004
Let t be 690*(12/(-84) - (-579)/(-63)). Round t to the nearest 1000.
-6000
Let v = 196.71 - 196.727533. Round v to four dps.
-0.0175
Let d = 0.0945 + -0.093937. Round d to 5 dps.
0.00056
Let z = 1088 + 1898. Suppose -5*u = -g - z - 1141, -3*g + 1644 = 2*u. Suppose -5*m = -s - u, -3*s + m - 4*m = 2457. Round s to the nearest one hundred.
-800
Suppose -n + 4 = -5*p, -21 = 4*p - 4*n - 5. Suppose -8*f + 35952 = -p*f. Let y be ((-50)/(-6))/(7/f). What is y rounded to the nearest one hundred?
5400
Let x = -22 + 11. Let s be 2*1 - x/11. Suppose 5*a + 4*u = 11016, -a + s*u + 1302 = -886. Round a to the nearest 1000.
2000
Let b = -492.9947 + 493. Let q = 0.02 + b. Round q to 2 decimal places.
0.03
Let f = -121244108 + 121244107.908199859. Let j = 0.0918 + f. What is j rounded to 7 decimal places?
-0.0000001
Let s = 35.19 + -35. Let w = -43 - -43.29. Let v = w - s. What is v rounded to 1 dp?
0.1
Let v = 971 + -975.1. Let c = -48878.3569989 + 48882.457. Let r = v + c. Round r to 7 dps.
0.0000011
Let q = -250 + 191.6. Let i = -58.39637 - q. Round i to three dps.
0.004
Suppose 64 + 216 = -7*q. Let l(s) = -2*s**3 - 52*s**2 - 9*s + 40. Let b be l(q). What is b rounded to the nearest one thousand?
45000
Let c = -0.656954148 + 0.6569. Round c to seven decimal places.
-0.0000541
Let a = 1230.1 - 2519.13. Let i = a - -1297. What is i rounded to 1 dp?
8
Let r be 62/(-93) - 1/(-3)*-4. Let v be ((-1)/(-2))/(5*r/(-100)). Suppose 6*t = v*t + 60. What is t rounded to the nearest ten?
60
Let o(j) = -320*j**3 + 104*j**2 - 94*j + 70. Let a be o(-39). Round a to the nearest one hundred thousand.
19100000
Let z = -522.76 - -520. Let y = 2.28 + z. Round y to 2 dps.
-0.48
Let a = 516592773 - 516590543.5278348. Let j = a + -2202.4722. Let y = -27 + j. What is y rounded to 6 dps?
-0.000035
Let z = 54.027 - 0.027. Let y = -97.2748 - -43.2751. Let c = z + y. What is c rounded to 2 dps?
0
Let r = 367.29591785 - -6.70405065. Let b = -374 + r. Round b to six decimal places.
-0.000032
Let v = 168.9 + -168.90005875. What is v rounded to five decimal places?
-0.00006
Let n = 4942.13195 - 4942. Let p = n + -0.133. What is p rounded to four dps?
-0.0011
Let y = -0.0204 - -6.3004. Let k = y + -8.97. What is k rounded to 0 dps?
-3
Let w = 21.3266 + -18.314. Round w to 2 decimal places.
3.01
Let l = -0.19072 - -0.190745219. What is l rounded to six decimal places?
0.000025
Let t = 31945532 - 31947087.1869. Let p = t + 1555. What is p rounded to two dps?
-0.19
Let h = 6822.000019973 - 6822. Round h to 7 dps.
0.00002
Let t = -47444.11 + 47234. Let g = t + 212. Let k = g - 41.09. Round k to the nearest ten.
-40
Suppose 11 = 4*t - 21. Suppose 7*i + 4 = t*i. Suppose -s - 239995 = -5*p, -2*p - i*s = -51301 - 44719. What is p rounded to the nearest ten thousand?
50000
Let o = -0.03707 - 8000.96293. Let g = o - -7999.7017. Let u = 1.3 + g. Round u to 3 dps.
0.002
Let t = 0.27623 - -16.78977. Round t to the nearest integer.
17
Let b = 181 - 876. Let c = 694.99995972 + b. Round c to six dps.
-0.00004
Let f = 0.14 + -2.34. Let x = f - -21.2. Let i = x - 18.71. Round i to one dp.
0.3
Let l = 5456 - 5455.836. Let a = 1791006 + -1791006.1639854. Let z = l + a. Round z to 6 dps.
0.000015
Let t = 58.867526 - -0.058474. Round t to the nearest integer.
59
Let v = 33.7158 + -34.223. What is v rounded to zero dps?
-1
Let j = 9227.9985645 + -9228. What is j rounded to four dps?
-0.0014
Let r = -10 - 3. Let w = r - -14.9. Let h = -0.4 + w. Round h to 1 decimal place.
1.5
Let q = -0.00698 | 3.25 | 3 | [
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Comments
Video Transcript
In this video segment I’m going to talk to you about pruning your carnivorous plants. If you want to know more about these plants you can visit us at Equilibriocarnivorousplants.com. Now one important thing to know about carnivorous plants is that just like any other plants they have leaves that grow old and die. Many people often times panic when they see their Venus Flytrap start to die, but you wan to make sure to note that these traps are really just modified leaves and when a trap dies it’s just the plant’s natural life cycle. Typically when a leaf dies, it’s because new growth has sprouted, you can see here this plant has perfectly healthy new traps even though these traps are starting to die off. Now it’s important to cut the dead leaves from your carnivorous plants for several reasons. Here we can see the Nepenthes with these dry leaves, they’re hanging and pulling down on the plant. When you trim the, you want to cut as close as you can to the dead part of the plant so that you’re eliminating as much of the dead leaf as you possibly can. We can see this also with this Sarracenia, cutting down at the base of the plant, as close to the plant as we can. Another important part of pruning your carnivorous plants is trimming the flowers of your carnivorous plants. Now it’s not always necessary to cut the flowers of you carnivorous plants especially if you’re trying to let them produce seeds, sometimes if you’re growing them outside or if these plants are growing in the wild, they have enough nutrients from insects in order to produce flowers and seeds without a problem, but sometimes when you’re growing them in cultivation they don’t quite have enough nutrients to do this, sometimes if you allow these plants to produce the flowers they can die. As you can see here, this butterwort has produced a flower and it’s now almost killed the plant. What we want to do is cut the flower as close to the base as we possibly can, trimming it as you see here and then we won’t have to worry about this plant dying due to putting too much energy into producing flowers and seeds. | 3.3125 | 3 | [
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Bonita F. Stanton, MD, *Consulting Editor*Despite much progress in their control, infectious diseases remain a global concern. The number of under-five deaths worldwide has declined from 12.7 million in 1990 to 5.9 million in 2015 (<http://www.who.int/mediacentre/factsheets/fs178/en/>). Globally, approximately half of under-five deaths are due to infectious diseases.[@bib1] Although numbers are substantially lower in industrialized nations including the United States, infectious causes remain among the top 10 causes of childhood mortality and cause significant morbidity (<http://www.kidsdata.org/topic/659/childdeathrate-age-cause>). Moreover, infectious diseases are continually emerging as new pathogens, as more virulent pathogens, and/or in new settings. In the past few years, the World Health Organization has noted the appearance of a Crimean Congo hemorrhagic fever, Ebola virus disease, Marburg virus, Lassa fever, Middle East respiratory syndrome, severe acute respiratory syndrome, coronavirus diseases, Nipah and Rift Valley fever (<http://www.who.int/medicines/ebola-treatment/WHO-list-of-top-emerging-diseases/en/>). Over the past year, Zika virus has emerged as a major threat in the Americas, including the United States (<https://www.cdc.gov/zika/index.html>).
Thus, there are many reasons it is important for every pediatrician to be familiar with extant and emerging pathogens from across the globe. First, we are a single globe, and health and wellness is our concern worldwide. Second, whether or not the pathogen is currently in the United States, it could easily arrive here---and thrive.
This issue of *Pediatric Clinics of North America* effectively summarizes a vast literature updating the health care provider on familiar infectious diseases and describing those that are newly recognized, emerging, and/or migrating. The issue is both fascinating and very helpful, written by true leaders in the world of childhood infectious diseases.
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Q:
How to use a column for a shaded area in ggplot,R?
I have a dataframe of 2 columns, my values and the standard error.
What I want is to plot a line with my values and then add the standard error as a shaded area around my line.
I do not even know how to start as most of the examples use the geom_ribbon and not an existing column.
I am really confused, is it even possible to plot a shaded area based on an existing column? (any suggestions of tutorials or demos are welcomed!)
A:
you need 3 columns, timestamp, value and std. And it's as simple as use your std column inside the aes(ymin, ymax):
library(tidyverse)
huron <- data.frame(year = 1875:1972,
value = LakeHuron,
std = runif(length(LakeHuron),0,1))
huron %>%
ggplot(aes(year, value)) +
geom_ribbon(aes(ymin = value - std, ymax = value + std), fill = "steelblue2") +
geom_line(color = "firebrick", size = 1)
In case you want to group your data, you should use fill = your_group and group = your_group inside the aes:
library(tidyverse)
huron <- data.frame(year = rep(1875:1972,2),
group = c(rep("a",98),rep("b",98)),
value = c(LakeHuron, LakeHuron + 5),
std = runif(length(LakeHuron)*2,0,1))
huron %>%
ggplot(aes(year, value, fill = group, group=group)) +
geom_ribbon(aes(ymin = value - std, ymax = value + std), fill =
"steelblue2") +
geom_line(color = "firebrick", size = 1)
I posted this tip here: https://typethepipe.com/vizs-and-tips/ggplot_geom_ribbon_shadow/ for more info. Hope it helps!
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Well control
Well control is the technique used in oil and gas operations such as drilling, well workover and well completion for maintaining the hydrostatic pressure and formation pressure to prevent the influx of formation fluids into the wellbore. This technique involves the estimation of formation fluid pressures, the strength of the subsurface formations and the use of casing and mud density to offset those pressures in a predictable fashion. Understanding pressure and pressure relationships is important in well control.
The aim of oil operations is to complete all tasks in a safe and efficient manner without detrimental environmental effects. This aim can only be achieved if well control is maintained at all times. The understanding of pressure and pressure relationships are important in preventing blowouts by experienced personnel who are able to detect when the well is kicking and take proper and prompt actions.
Fluid pressure
The fluid is any substance that flows; e.g., oil, water, gas and ice are all examples of fluids. Under extreme pressure and temperature, almost anything acts as a fluid. Fluids exert pressure, and this pressure comes from the density and height of the fluid column. Oil companies typically measure density in pounds per gallon (ppg) or kilograms per cubic meter (kg/m3) and pressure measurement in pounds per square inch (psi) or bar or pascal (Pa). Pressure increases with fluid density. To find out the amount of pressure fluid of a known density exerts per unit length, the pressure gradient is used. The pressure gradient is defined as the pressure increase per unit of depth due to its density and it is usually measured in pounds per square inch per foot or bars per meter. It is expressed mathematically as;
.
The conversion factor used to convert density to pressure is 0.052 in Imperial system and 0.0981 in Metric system.
Hydrostatic pressure
Hydro means water, or fluid, that exerts pressure and static means not moving or at rest. Therefore, hydrostatic pressure is the total fluid pressure created by the weight of a column of fluid, acting on any given point in a well. In oil and gas operations, it is represented mathematically as
or
.
The true vertical depth is the distance that a well reaches below ground. The measured depth is the length of the well including any angled or horizontal sections. Consider two wells, X and Y. Well X has a measured depth of 9,800 ft and a true vertical depth of 9,800 ft while well Y has measured depth of 10,380 ft while its true vertical depth is 9,800 ft. To calculate the hydrostatic pressure of the bottom hole, the true vertical depth is used because gravity acts (pulls) vertically down the hole.
Formation pressure
Formation pressure is the pressure of the fluid within the pore spaces of the formation rock. This pressure can be affected by the weight of the overburden (rock layers) above the formation, which exerts pressure on both the grains and pore fluids. Grains are solid or rock material, while pores are spaces between grains. If pore fluids are free to move or escape, the grains lose some of their support and move closer together. This process is called consolidation. Depending on the magnitude of the pore pressure, it is described as normal, abnormal or subnormal.
Normal
Normal pore pressure or formation pressure is equal to the hydrostatic pressure of formation fluid extending from the surface to the surface formation being considered. In other words, if the structure was opened and allowed to fill a column whose length is equal to the depth of the formation, then the pressure at the bottom of the column is similar to the formation pressure and the pressure at the surface is equal to zero. Normal pore pressure is not constant. Its magnitude varies with the concentration of dissolved salts, type of fluid, gases present and temperature gradient.
When a normally pressured formation is raised toward the surface while prevented from losing pore fluid in the process, it changes from normal pressure (at a greater depth) to abnormal pressure (at a shallower depth). When this happens, and then one drills into the formation, mud weights of up to 20 ppg (2397 kg/m ³) may be required for control. This process accounts for many of the shallow, abnormally pressured zones in the world. In areas where faulting is present, salt layers or domes are predicted, or excessive geothermal gradients are known, drilling operations may encounter abnormal pressure.
Abnormal
Abnormal pore pressure is defined as any pore pressure that is greater than the hydrostatic pressure of the formation fluid occupying the pore space. It is sometimes called overpressure or geopressure. An abnormally pressured formation can often be predicted using well history, surface geology, downhole logs or geophysical surveys.
Subnormal
Subnormal pore pressure is defined as any formation pressure that is less than the corresponding fluid hydrostatic pressure at a given depth. Subnormally pressured formations have pressure gradients lower than fresh water or less than 0.433 psi/ft (0.0979 bar/m). Naturally occurring subnormal pressure can develop when the overburden has been stripped away, leaving the formation exposed at the surface. Depletion of original pore fluids through evaporation, capillary action, and dilution produce hydrostatic gradients below 0.433 psi/ft (0.0979 bar/m). Subnormal pressures may also be induced through depletion of formation fluids. If Formation Pressure < Hydrostatic pressure, then it is under pressure. If Formation Pressure > Hydrostatic pressure then it is overpressured.
Fracture pressure
Fracture pressure is the amount of pressure it takes to permanently deform the rock structure of a formation. Overcoming formation pressure is usually not sufficient to cause fracturing. If more fluid is free to move, a slow rate of entry into the formation will not cause fractures. If pore fluid cannot move out of the way, fracturing and permanent deformation of the formation can occur. Fracture pressure can be expressed as a gradient (psi/ft), a fluid density equivalent (ppg), or by calculated total pressure at the formation (psi). Fracture gradients normally increase with depth due to increasing overburden pressure. Deep, highly compacted formations can require high fracture pressures to overcome the existing formation pressure and resisting rock structure. Loosely compacted formations, such as those found offshore in deep water, can fracture at low gradients (a situation exacerbated by the fact that some of total "overburden" up the surface is sea water rather than the heavier rock that would be present in an otherwise-comparable land well). Fracture pressures at any given depth can vary widely because of the area's geology.
Bottom hole pressure
Bottom hole pressure is used to represent the sum of all the pressures being exerted at the bottom of the hole. The pressure is imposed on the walls of the hole. The hydrostatic fluid column accounts for most of the pressure, but the pressure to move fluid up the annulus also acts on the walls. In larger diameters, this annular pressure is small, rarely exceeding 200 psi (13.79 bar). In smaller diameters, it can be 400 psi (27.58 bar) or higher. Backpressure or pressure held on the choke further increases bottom hole pressure, which can be estimated by adding up all the known pressures acting in, or on, the annular (casing) side. Bottom hole pressure can be estimated during the following activities
Static well
If no fluid is moving, the well is static. The bottom hole pressure (BHP) is equal to the hydrostatic pressure (HP) on the annular side. If shut in on a kick, bottom hole pressure is equal to the hydrostatic pressure in the annulus plus the casing (wellhead or surface pressure) pressure.
Normal circulation
During circulation, the bottom hole pressure is equal to the hydrostatic pressure on the annular side plus the annular pressure loss (APL).
Rotating head
During circulating with a rotating head the bottom hole pressure is equal to the hydrostatic pressure on the annular side, plus the annular pressure loss, plus the rotating head backpressure.
Circulating a kick out
Bottom hole pressure is equal to hydrostatic pressure on the annular side, plus annular pressure loss, plus choke (casing) pressure. For subsea, add choke line pressure loss.
Formation integrity test
An accurate evaluation of a casing cement job as well as of the formation is important during the drilling and subsequent phases. The Information resulting from Formation Integrity Tests (FIT) is used throughout the life of the well and for nearby wells. Casing depths, well control options, formation fracture pressures and limiting fluid weights may be based on this information. To determine formation strength and integrity, a Leak Off Test (LOT) or a Formation Integrity Test (FIT) may be performed.
The FIT is: a method of checking the cement seal between the casing and the formation. The LOT determines the pressure and/or fluid weight the test zone below the casing can sustain. The fluid in the well must be circulated clean to ensure it is of a known and consistent density. If mud is used, it must be properly conditioned and gel strengths minimized. The pump used should be a high-pressure, low-volume test, or cementing pump. Rig pumps can be used if the rig has electric drives on the mud pumps, and they can be slowly rolled over. If the rig pump must be used and the pump cannot be easily controlled at low rates, then the leak-off technique must be modified. It is a good idea to make a graph of the pressure versus time or volume for all leak-off tests.
The main reasons for performing FIT are:
To investigate the strength of the cement bond around the casing shoe and to ensure that no communication is established with higher formations.
To determine the fracture gradient around the casing shoe and therefore establish the upper limit of the primary well control for the open hole section below the current casing.
To investigate well bore capability to withstand pressure below the casing shoe in order to test the well engineering plan regarding the casing shoe setting depth.
U-tube concepts
It is often helpful to visualize the well as a U-shaped tube. Column Y of the tube represents the annulus, and column X represents the pipe (string) in the well. The bottom of the U-tube represents the bottom of the well. In most cases, fluids create hydrostatic pressure in both the pipe and annulus. Atmospheric pressure can be omitted since it works the same on both columns. If the fluid in both the pipe and annulus are of the same density, hydrostatic pressures would be equal, and the fluid would be static on both sides of the tube. If the fluid in the annulus is heavier, it will exert more pressure downward and will flow into the string, pushing some of the lighter fluid out of the string, causing a flow at the surface. The fluid level then falls in the annulus, equalizing pressures. Given a difference in the hydrostatic pressures, the fluid will try to reach a balanced point. This is called U-tubing, and it explains why there is often a flow from the pipe when making connections. This is often evident when drilling fast because the effective density in the annulus is increased by cuttings.
Equivalent circulating densities
The Equivalent Circulating Density (ECD) is defined as the increase in density due to friction, normally expressed in pounds per gallon. Equivalent Circulating Density (when forward circulating) is defined as the apparent fluid density that results from adding annular friction to the actual fluid density in the well.
or ECD = MW +( p/1.4223*TVD(M)
Where:
ECD = Equivalent circulating density (ppg)
Pa = Difference between annular pressure at surface & annular pressure at depth TVD (psi)
TVD = True vertical depth (ft)
MW = Mud weight (ppg)
When the drilling mud is under static condition (no circulation), pressure at any point is only due to drilling mud weight and is given by:-
Pressure under static condition =
0.052 * Mud weight (in ppg) * TVD (in feet)
During circulation, the pressure applied is due to drilling mud weight and also due to the pressure applied by the mud pumps to circulate the drilling fluid.
Pressure under circulating condition
= Pressure under static condition
+ Pressure due to pumping at that point or pressure loss in the system
If we convert pressure under circulating condition in the annulus to its density equivalent it will be called ECD
Dividing the above equation by 0.052*TVD into both sides:-
ECD = (Pressure under static condition + Annular pressure loss) / (0.052 * TVD)
ECD = MW + Annular pressure loss / (0.052 * TVD)
using (Pressure under static condition = 0.052 * TVD * MW)
Pipe surge/swab
During trips (up/down) the drill string acts as a large piston, when moving down it increases the pressure below the drill string and forces the drilling fluid into the formation which is termed as surge. Similarly, while moving up, there is a low-pressure zone created below the drill string, which sucks the formation fluid into the wellbore, which is called swab.
The total pressure acting on the wellbore is affected by pipe movement upwards or downwards. Tripping pipe into and out of a well is another common operation during completions and workovers. Unfortunately, statistics indicate that most kicks occur during trips. Therefore, understanding the basic concepts of tripping is a major concern in completion/workover operations.
Downward movement of tubing (tripping in) creates a pressure that is exerted on the bottom of a well. As the tubing is entering a well, the fluid in the well must move upward to exit the volume consumed by the tubing. The combination of the downward movement of the tubing and the upward movement of the fluid (or piston effect) results in an increase in pressure throughout the well. This increase in pressure is commonly called Surge pressure.
Upward movement of the tubing (tripping out) also affects the pressure at the bottom of the well. When pulling pipe, the fluid must move downward and replace the volume occupied by the tubing. The net effect of the upward and downward movements creates a decrease in bottom hole pressure. This decrease in pressure is referred to as Swab pressure. Both surge and swab pressures are affected by:
Velocity of the pipe, or tripping speed
Fluid density
Fluid viscosity
Fluid gel strength
Well bore geometry (annular clearance between tools and casing, tubing open-ended or closed off)
The faster pipe moves, the greater the surge and swab effects. The greater the fluid density, viscosity and gel strength, the greater the surge and swab. Finally, the downhole tools such as packers and scrapers, which have small annular clearance, also increase surge and swab effects. Determination of actual surge and swab pressures can be accomplished with the use of WORKPRO and DRILPRO calculator programs or hydraulics manuals.
Differential pressure
In well control, differential pressure is defined as the difference between the formation pressure and the bottom hole hydrostatic pressure. These are classified as overbalanced, underbalanced or balanced.
Overbalanced – The hydrostatic pressure exerted on the bottom of the hole is greater than the formation pressure. i.e. HP > FP
Underbalanced – The hydrostatic pressure exerted on the bottom of the hole is less than the formation pressure. i.e. HP < FP
Balanced – The hydrostatic pressure exerted on the bottom of the hole is equal to the formation pressure. i.e. HP = FP
Cuttings change: shape, size, amount, type
Cuttings are rock fragments chipped, scraped or crushed away from a formation by the action of the drill bit. The size, shape, and amount of cuttings depend largely on formation type, weight on the bit, bit sharpness and the pressure differential (formation versus fluid hydrostatic pressures). The size of the cuttings usually decreases as the bit dulls during drilling if the weight on bit, formation type and the pressure differential, remain constant. However, if the pressure differential changes (formation pressure increases), even a dull bit could cut more effectively, and the size, shape, and amount of cuttings could increase.
Kick
Kick is defined as an undesirable influx of formation fluid into the wellbore. If left unchecked, a kick can develop into a blowout (an uncontrolled influx of formation fluid into the wellbore). The result of failing to control a kick leads to lost operation time, loss of well and quite possibly, the loss of the rig and lives of personnel.
Causes
Once the hydrostatic pressure is less than the formation pore pressure, formation fluid can flow into the well. This can happen when one or a combination of the following occurs:
Improper hole fill up
Insufficient mud density
Swabbing/surging
Lost circulation
Abnormal formation pressure
Gas cut mud
Poor well planning
Improper hole fill up
When tripping out of the hole, the volume of the removed pipe results in a corresponding decrease in the wellbore fluid. Whenever the fluid level in the hole decreases, the hydrostatic pressure that it exerts also decreases and if the decrease in hydrostatic pressure falls below the formation pore pressure, the well may flow. Therefore, the hole must be filled to maintain sufficient hydrostatic pressure to control formation pressure. During tripping, the pipe could be dry or wet depending on the conditions. The API7G illustrates the methodology for calculating accurate pipe displacement and gives correct charts and tables. The volume to fill the well when tripping dry pipe out is:
To calculate the volume to fill the well when tripping wet pipe out is given as;
In some wells, monitoring fill-up volumes on trips can be complicated by loss through perforations. The wells may stand full of fluid initially, but over time the fluid seeps into the reservoir. In such wells, the fill-up volume always exceeds the calculated or theoretical volume of the pipe removed from the well. In some fields, wells have low reservoir pressures and will not support a full column of fluid. In these wells filling the hole with fluid is essentially impossible unless sort of bridging agent is used to temporarily bridge off the subnormally pressured zone. The common practice is to pump the theoretical fill-up volume while pulling out of the well.
Insufficient mud (fluid) density
The mud in the wellbore must exert enough hydrostatic pressure to equal the formation pore pressure. If the fluid's hydrostatic pressure is less than formation pressure the well can flow. The most common reason for insufficient fluid density is drilling into unexpected abnormally pressured formations. This situation usually arises when unpredicted geological conditions are encountered. Such as drilling across a fault that abruptly changes the formation being drilled.
Mishandling mud at the surface accounts for many instances of insufficient fluid weight. Such as opening the wrong valve on the pump suction manifold and allowing a tank of lightweight fluid to be pumped; bumping the water valve so more is added than intended; washing off shale shakers; or clean-up operations. All of these can affect mud weight.
Swabbing /Surging
Swabbing is as a result of the upward movement of pipe in a well and results in a decrease in bottom hole pressure. In some cases, the bottom hole pressure reduction can be large enough to cause the well to go underbalanced and allow formation fluids to enter the wellbore. The initial swabbing action compounded by the reduction in hydrostatic pressure (from formation fluids entering the well) can lead to a significant reduction in bottom hole pressure and a larger influx of formation fluids. Therefore, early detection of swabbing on trips is critical to minimizing the size of a kick.
Many wellbore conditions increase the likelihood of swabbing on a trip. Swabbing (piston) action is enhanced when the pipe is pulled too fast. Poor fluid properties, such as high viscosity and gel strengths, also increase the chances of swabbing a well in. Additionally, large outside diameter (OD) tools (packers, scrapers, fishing tools, etc.) enhance the piston effect.
These conditions need to be recognized in order to decrease the likelihood of swabbing a well in during completion/workover operations. As mentioned earlier, there are several computer and calculator programs that can estimate surge and swab pressures. Swabbing is detected by closely monitoring hole fill-up volumes during trips. For example, if three barrels of steel (tubing) are removed from the well and it takes only two barrels of fluid to fill the hole, then a one barrel kick has probably been swabbed into the wellbore. Special attention should be paid to hole fill-up volumes since statistics indicate that most kicks occur on trips.
Lost circulation
Another cause of kick during completion/workover operations is lost circulation. Loss of
circulation leads to a drop of both the fluid level and hydrostatic pressure in a well. If the
hydrostatic pressure falls below the reservoir pressure, the well kicks. Three main causes of lost circulation are:
Excessive pressure overbalance
Excessive surge pressure
Poor formation integrity
Abnormal pressure
In case of drilling a wildcat or exploratory well (often the formation pressures are not known accurately) the bit suddenly penetrates into an abnormal pressure formation resulting the hydrostatic pressure of mud become less than the formation pressure and cause a kick.
Gas cut mud
When the gas is circulated to the surface, it expands and reduces the hydrostatic pressure sufficient to allow a kick. Although the mud density is reduced considerably at the surface, the hydrostatic pressure is not reduced significantly since the gas expansion occurs near surface and not at the bottom.
Poor well planning
The fourth cause of kick is poor planning. The mud and casing programs bear on well control. These programs must be flexible enough to allow progressively deeper casing strings to be set; otherwise a situation may arise where it is not possible to control kicks or lost circulation.
Methods
During drilling, kicks are usually killed using the Driller's, Engineer's or a hybrid method called Concurrent, while forward circulating. The choice will depend on:
the amount and type of kick fluids in the well
the rig's equipment capabilities
the minimum fracture pressure in the open hole
the drilling and operating companies well control policies.
For workover or completion operations, other methods are often used. Bullheading is a common way to kill a well during workovers and completions operations but is not often used while drilling. Reverse circulation is another kill method used for workovers that are not used for drilling.
See also
Blowout (well drilling)
Blowout preventer
Oil well
Oil well control
References
Category:Oil wells
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The Two-Dimensional Arrow of Biological Time
April 27, 2010
The Two-Dimensional Arrow of Biological Time
Biological time is best described by a two-dimensional surface that takes the shape of a second order helix, says a new theory.
It’s tempting to think of time as a linear sequence of events best captured by a straight line, the x-axis on a graph for example. But physicists have never felt constrained by such a definition, on the contrary they’ve never hesitated to mould time to their own ends.
In thermodynamics, for example, the arrow of time comes about because of irreversible phenomena such as phase transitions, bifurcations and chaos. In relativity, space and time are as one, and Minkowski, in his famous formulation, used the idea of a ‘causality cone’ to explain the correlation between physical objects.
In quantum mechanics, the notion of time becomes even more strange. Time is sometimes two-dimensional, sometimes reversible to maintain CPT (charge, parity, time) symmetry and at other times discontinuous and fractal-like.
In short, physicists reformulate time in whatever suits them, or at least in whatever way provides the best predictive or explanatory power.
So why shouldn’t biologists try the same trick? Today, they get their chance thanks to some innovative thinking by Giuseppe Longo at the Ecole Normale Superieure in Paris et deux amis.
Longo and co argue that biological entities require a non-linear formulation of time because their existence is characterised by rhythms and cycles rather than linear processes.
So the team has formulated a notion of time which captures the essential rhythms and cycles of biology.
The idea is to take a standard linear representation of time and to represent a rhythm using a second, perpendicular dimension of time. Being cyclical, this dimension takes the form an angle, represented by a short perpendicular rotating line, like the hand of a clock.
Extra rhythms can simply be added to this perpendicular line. So a circadian rhythm might take close to 24 hours to rotate, while on top of this the rhythms of breathing and heartbeats take just seconds.
The result is that a point in this ‘time-space’ moves along the surface of a kind of two-dimensional helicoid (see picture above). Longo and co call this shape a second order helix.
That’s all very well. The question is what explanatory and predictive powers does this representation bring. How useful is it?
Longo and co say first that it provides a visual representation of the scale of life’s rhythms and periodicities which make comparisons between and within species particularly easy.
They plot, for example, the periodicity of heartbeats during sleep and wakefulness saying that the new representation of biological time makes it easy to distinguish important features at a glance.
They also look at the difference between biological aging and physical aging, showing how biological aging can tend to zero in certain circumstances while physical aging continues unabated, such as during hibernation.
They also raise the question of whether biological aging can go into reverse while physical aging continues, a phenomenon that appears to occur in certain types of stem cells.
Finally, they examine that difference in periodicities between the young and old, suggesting (not entirely convincingly) that this may explain the difference in the perception of time between young and old people ie that time passes slowly for the young and quickly for the old.
So there’s certainly some useful explanatory power in this formulation of biological time–it looks a powerful new way to represent biological data.
Whether it has any predictive power is another question entirely and one that Longo and co must surely be puzzling over.
What they need now is to show that this new approach provides genuinely new insights into the problems of biology and aging, something they don’t quite manage that in this paper. | 3.140625 | 3 | [
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Mount Silliman
Mount Silliman is a mountain in California along the boundary between Sequoia National Park and Kings Canyon National Park The summit, at is on the Sillman Crest, a part of the Kings-Kaweah Divide.
History
The peak was named by members of the Whitney Survey in honor of Benjamin Silliman, professor of chemistry at Yale College. William Brewer, the head of the survey, had studied agricultural chemistry under Silliman. Besides the mountain and crest, there are a pass, a creek, a meadow and a lake that bear the name Sillman.
The first ascent was by Clarence King, James Gardiner, Richard Cotter, and William Brewer on June 28, 1864.
Climb
The summit can be approached by way of the Twin Lakes trail from the Lodgepole Campground on the Generals Highway. From Sillman Pass traverse () to the east ridge and follow it to the summit. There are several more technical routes to the summit which are mostly or more difficult.
Flora
The rare foxtail pine grows directly below Silliman's summit.
See also
Silliman Pass, directly below
Twin Peaks, quite near
References
Category:Mountains of Sequoia National Park
Category:Mountains of Tulare County, California
Category:Mountains of Northern California | 3.1875 | 3 | [
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A comparison of alternative plant mixes for conservation bio-control by native beneficial arthropods in vegetable cropping systems in Queensland Australia.
Cucurbit crops host a range of serious sap-sucking insect pests, including silverleaf whitefly (SLW) and aphids, which potentially represent considerable risk to the Australian horticulture industry. These pests are extremely polyphagous with a wide host range. Chemical control is made difficult due to resistance and pollution, and other side-effects are associated with insecticide use. Consequently, there is much interest in maximising the role of biological control in the management of these sap-sucking insect pests. This study aimed to evaluate companion cropping alongside cucurbit crops in a tropical setting as a means to increase the populations of beneficial insects and spiders so as to control the major sap-sucking insect pests. The population of beneficial and harmful insects, with a focus on SLW and aphids, and other invertebrates were sampled weekly on four different crops which could be used for habitat manipulation: Goodbug Mix (GBM; a proprietary seed mixture including self-sowing annual and perennial herbaceous flower species); lablab (Lablab purpureus L. Sweet); lucerne (Medicago sativa L.); and niger (Guizotia abyssinica (L.f.) Cass.). Lablab hosted the highest numbers of beneficial insects (larvae and adults of lacewing (Mallada signata (Schneider)), ladybird beetles (Coccinella transversalis Fabricius) and spiders) while GBM hosted the highest numbers of European bees (Apis mellifera Linnaeus) and spiders. Lucerne and niger showed little promise in hosting beneficial insects, but lucerne hosted significantly more spiders (double the numbers) than niger. Lucerne hosted sig-nificantly more of the harmful insect species of aphids (Aphis gossypii (Glover)) and Myzus persicae (Sulzer)) and heliothis (Heliothis armigera Hübner). Niger hosted significantly more vegetable weevils (Listroderes difficillis (Germar)) than the other three species. Therefore, lablab and GBM appear to be viable options to grow within cucurbits or as field boundary crops to attract and increase beneficial insects and spiders for the control of sap-sucking insect pests. Use of these bio-control strategies affords the opportunity to minimise pesticide usage and the risks associated with pollution. | 3.140625 | 3 | [
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Breakthrough in treatment of deadly 'Alabama rot' dog disease
Alba the first patient to receive therapeutic plasma exchange (TPE) or plasmapheresis. Credit: Royal Veterinary College
Researchers at the Royal Veterinary College's (RVC) Queen Mother Hospital for Animals (QMHA) have made a ground-breaking discovery in the treatment of Alabama rot, a deadly disease which affects dogs.
Alabama rot, properly known as cutaneous and renal glomerular vasculopathy (CRGV) first emerged in Alabama in the 1980s, giving it the nickname 'Alabama Rot'. The lack of understanding on how it spreads or can be stopped has led to high fatality rates for dogs who develop it. The reason for its sudden appearance in the UK six years ago also remains a mystery.
It causes small clots in blood vessels, which eventually result in skin ulcers, tissue damage, and kidney failure in many cases. Many theories have been put forwards about the cause; anything from E. coli-produced toxins to parasites and bacteria. But without knowing the exact source it is impossible to develop an effective cure.
The breakthrough treatment offered by the RVC at QMHA is known as therapeutic plasma exchange (TPE) or 'plasmapheresis.' This method involves filtering all the patient's blood so that toxic substances, including whatever causes CRGV, are removed. Once filtered, the blood is returned to the patient.
Its development was made possible by the discovery of the similarities between 'Alabama Rot' in dogs and thrombotic microangiopathy in humans, which is also treated with plasma exchange.
The RVC clinicians reported that two out of six dogs who underwent plasmapheresis made a full recovery. The full findings of the research have been published in Frontiers in Veterinary Science.
Dr. Stefano Cortellini, an author of the study and Lecturer in Emergency and Critical Care at the RVC, said "Despite the fact that only a third of dogs treated with TPE recovered from their disease, this is the first time that dogs so severely affected by CRGV have been reported to survive and so we remain optimistic that TPE may play an important role in the treatment of this deadly disease."
More information:
Ragnhild Skulberg et al. Description of the Use of Plasma Exchange in Dogs With Cutaneous and Renal Glomerular Vasculopathy, Frontiers in Veterinary Science (2018). DOI: 10.3389/fvets.2018.00161
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Dr Karl › Dr Karl's Great Moments In Science
Achoo! Sunlight sets off sneeze reflex
Dr Karl sheds some light on a strange phenomenon called the photic sneeze reflex aka the ACHOO syndrome.
If you do crosswords a lot, you'll know many unusual words. So you might well know that a fancy word for sneezing is 'sternutation'. But one thing that nobody knows is why some people sneeze when they go out from the dark into the sunlight.
Actually, it also happens with artificial light, not just sunlight. The colour of the light doesn't matter — just the change in brightness from dark to light.
That great Greek thinker, Aristotle, knew of this phenomenon about 350 years BC.
The current official name is the 'photic sneeze reflex', but some medicos with a sense of humour call it the 'ACHOO syndrome'. 'ACHOO' is the sound you make when you sneeze, and so with a bit of imagination, the medicos came up with the 'A' in 'ACHOO' standing for 'autosomal dominant'.
And yes, the photic sneeze is genetically dominant — if one parent has it, then any of their children have a 50 per cent chance of also having it.
The 'C' stands for 'compelling', which is not quite accurate (but at least it starts with the letter 'c').
Roughly one quarter of us have some degree of this strange reflex of sneezing in the light — but it varies enormously in how it affects us.
A very small percentage of people will sneeze the same number of times, as regular as clockwork, whenever they go into the light. But at the other end of the spectrum are those people who might be affected only if they are just on the point of sneezing, with the inside of their nose tickling away like crazy — and then, when they stare into a very bright light, they'll have their sneeze. So 'C' for 'compelling' is more artistic than accurate.
Next in the word 'ACHOO' is the letter 'H'. This stands for Sun, from the Greek word for sun: 'helios'.
Finally, we have the two 'O's at the end of 'ACHOO'. The first 'O' stands for 'ophthalmic', coming from the Greek word 'ophthalmos' meaning 'eye', while the second 'O' stands for 'outburst', which could be very loosely thought of as a 'sneeze'.
Now a sneeze is not just an accident. It's a carefully co-ordinated series of reflex actions involving structures in your head and chest, and lots of nerves and muscles firing off at exactly the right time.
The fact that it's a reflex means that you don't have a lot of control over it. We have found a 'sneeze centre' in the brain of some animals, and we suspect that humans have one - but we haven't proved this yet.
A sneeze has two parts.
First, there's the inspiratory part, where the air is sucked into your lungs, following some kind of stimulus. This stimulus can be fine dust or irritants inside your nose, cold air, the plucking of your eyebrows, rhinitis, an anaesthetic injected into your skin near the eyes, sexual excitement or orgasm, a full meal and yes, stepping out into the bright light.
In the second part of the sneezing process, the vocal cords snap shut, the air pressure builds up inside your lungs and then the air bursts out of your nose and mouth, blowing out nasal debris and irritants.
So what makes people sneeze in bright light? At this stage, we simply don't know.
One theory says that the nerves that set off a sneeze travel close to the nerves that carry visual information, and that there's some kind of leaking of information or cross-talk — and so light sets off a sneeze.
Another theory says that it's related to one of your major nervous systems — the parasympathetic nervous system.
We know that the parasympathetic nervous system makes your pupils smaller when light lands on your eyes. It also is involved in triggering sneezes. Again, maybe there's some cross-talk from one nerve to another.
And quite separately from either of these theories, some recent research shows that when photic sneezers see stuff, their visual cortex responds in a more excited manner than non-photic sneezers.
But overall, we still don't know why some of us sneeze in the Sun.
We do know that photic sneezing can be hazardous. Imagine that you are a strong photic sneezer driving a car through the alternating light-and-dark generated by a line of trees at the roadside. In this case, you could wear a hat or polarizing sunglasses to shield your eyes.
I don't know if law enforcement officers would accept the photic reflex as a valid excuse for driving into somebody's car. Saying "I'm sorry officer, but I have the ACHOO syndrome" probably won't cut it.
^ to top | 3.3125 | 3 | [
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Humidity control is a primary concern in many industries. Accordingly, over the years, various techniques have been developed to address these concerns. One such technique to control humidity combines cooling and condensation principles to remove humidity from air. The air in an enclosed space is cooled until it reaches a temperature below its dew point temperature at which time the moisture in the air condenses on the nearest surface. Conventional cooling-based dehumidification systems typically include a cooling coil, a condensing coil and a compressor.
While these types of systems are capable of extracting moisture from the air, it should be noted that they are primarily designed for cooling air. Nonetheless, the use of cooling-based dehumidification systems in industrial facilities and installations remains relatively widespread. Some cooling-based dehumidification systems have even been used on work sites located in generally hazardous environments where significant explosion or ignition hazards tend to exist. A readily apparent advantage associated with these cooling-based dehumidification systems resides in the fact that these systems do not generate high temperature air streams which could otherwise ignite flammable vapours or gases in the ambient air. The use of such systems however has had mixed results. While these systems have tended to be effective at removing moisture from the air in regions where the ambient temperature is generally warm and the humidity is relatively high, they have tended not to perform well in regions where the climate tends to be colder. In particular, cooling-based dehumidification systems tend to become inefficient at removing moisture from the air when the dew point of the air approaches 0° C. because at that temperature the moisture freezes on the condensing coil. Accordingly, cooling-based dehumidification systems have been found to be ill-suited for use in hazardous environments located in cold climates.
Another known humidity control technique relies on differences in vapour pressure to remove water vapour from air. When air is humid it has a relatively high water vapor pressure. In contrast, a dry desiccant surface tends to have a low water vapour pressure. When the moist air comes in contact with the desiccant surface, the water molecules will move from the humid air to the desiccant surface in an effort to equalize the differential pressure. In the result, the humid air will be dried. Since these systems do not involve any liquid condensate, they can continue to remove moisture efficiently even when the dew point of the air is below freezing. In fact, the performance of such desiccant-based dehumidification systems tends to improve in colder temperatures. It will thus be appreciated that such systems do not suffer from the same drawback traditionally associated with cooling-based dehumidification systems.
Desiccant-type dehumidification systems typically employ a rotating desiccant wheel whose core is impregnated with desiccant material. The desiccant wheel includes a process section and a regeneration section. In operation, an air stream from the enclosed space flows through the process section in one direction, while simultaneously another, heated air stream through the regeneration section in an opposite direction, all the while the desiccant wheel rotates slowly about its longitudinal axis. As the air flows through the process section, the desiccant material in the core extracts moisture from the air. The thus treated air is returned to the enclosed space in a dehumidified state. The desiccant material is regenerated by the heated air stream which flows through the reactivation section of the desiccant wheel.
While such systems tend perform well in colder climates, conventional desiccant-type dehumidification systems have tended not to be employed in hazardous environments. This is because proper functioning of a conventional desiccant wheel requires the use of a heated air stream and a thermal energy source for regeneration (usually electricity). Both of these requirements tend to create significant explosion and ignition risks in a hazardous environment. Moreover, the risk of explosion or ignition is further compounded by the fact that rotation of the wheel and the drying action of the desiccant tend to promote the generation of significant static electrical charges. The build-up of these static electrical charges can result in electrostatic discharge causing sparking. In a hazardous location, sparking can ignite flammable or combustible vapours in the ambient air.
Accordingly, there is a need for a desiccant-based dehumidification system that is versatile and that may be safely deployed in hazardous environments while minimizing the risks of explosion and/or ignition. | 3.84375 | 4 | [
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Featured Story
On World Toilet Day, United Nations figures on open defecation and toilets across the world should ring alarm bells. Four billion people still lack access to basic sanitation facilities. Each day, nearly a thousand children are dying due to preventable water and sanitation-related diarrhoeal diseases. What's the situation in India?
"Four years since Swachh Bharat's launch, what difference has it made to India's sanitation indicators?"
When the BJP came to power in 2014, it was partly on the promise of cleaning up India. Prime Minister Narendra Modi’s flagship Swachh Bharat Abhiyan (‘Clean India Mission’) began life with much grandiosity. Four years since Swachh Bharat's launch, what difference has it made to India's sanitation indicators?
Swachh Bharat was launched with the goal of eliminating the widespread practise of open defecation within five years of its launch. It aimed to do this by constructing toilets to expand sanitation coverage. Since the scheme was launched, … Read Full Article about World Toilet Day: A review of India’s toilets and Swachh Bharat | 3.453125 | 3 | [
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Concepción Department, Paraguay
Concepción () is a department of Paraguay. The capital is the city of Concepción.
History
Throughout history, this department has suffered a great amount of population instability, especially in the times of the colony, due to the advance of the Brazilian “bandeirantes” through the east and the attacks of the Mbayá – Guaicurú natives of Chaco, which, by then, were the lords of that region.
During the later years of the colony, it was organized a great campaign to re-conquest the invaded territories with the intention of defending by populating the region and also with the important task of the Jesuit that founded the city of Belén, of creating a Mission with the Mbayá natives, in the year 1760.
During the governments of Francia and López, the populating process got stronger and the north area of Paraguay became a territory dedicated to cattle. Francia ordered the construction of the penal colony of Tevego in 1813 in the Concepción department.
Once the Paraguayan War was over, Concepción united with Amambay, constituting a great territory for forestall and yerba plantations.
In the Twentieth Century, Concepción was proclaimed to be the second most important city of the country and it became an active commercial center. Because of its bind with Mato Grosso it experienced important development during that time.
In the year 1906, with the first plan to arrange the national territory, it was proclaimed the first department. Its limits were established with the decree 426 of 1973, as we know them nowadays.
Limits
Concepción is located in the central part of the oriental region of Paraguay, between the parallels 22°00′ y 23°30′ South and meridians 58°00′ y 56°06′ West.
To the North: The Federative Republic of Brazil, separated by the Apa River, from the mouth of the Paraguay River until the confluence with the Hermoso Stream.
To the South: San Pedro department, separated by the Ypané River from its confluence with the Guazú Stream until the mouth of the Paraguay River.
To the East: Amambay department, separated by a straight line that goes from the mouth of the Hermoso Stream with the Apa River to the beginning of the Chacalnica Stream and Negla, and the Aquidabán River to the confluence with the Guazú Stream. From this point another straight line to the confluence of the Ypané-mi and the Ypané rivers to their confluence with the Guazú Stream.
To the West: Presidente Hayes and Alto Paraguay departments, separated from them by the Paraguay River, between the mouths of the rivers Ypané and Apa.
Districts
The department is divided in 11 districts:
Azotey
Belén
Concepción
Horqueta
Loreto
San Carlos
San Lázaro
Yby Yaú
Sargento José Félix López
Paso Barreto
San Alfredo
Note: The districts of Sargento José Félix López, Paso Barreto and San Alfredo were created after the 2002 Census.
Climate
In summer, the temperature rises to 39° Celsius, and in winter, drops to 2 degrees Celsius. The media is 24 degrees Celsius. The rains can be about 1.324 mm. The rainiest months are November, December and January, and the dryer ones are June, July and August.
Orography and soil
The lands of this territory are of relatively elevation and even more close to the north and east frontiers, where they acquire the characteristic of true mountains. These are lands of calcareous origin, with a diversity of granite rocks and marble. The soil is very fertile. In the center and the north the land is a great territory for pasture, with woods and yerba fields.
In the south, the lands are high, with little pendants and woods.
To the north of the department, there is a succession of hills of low height; the elevations that are continuous form the Cordillera Quince Puntas, along with the mountain range of San Luis from north to south. The hills: Valle-mi, Medina, Pyta, Naranjahai, Itaipú Guazú and Sarambí, destacate from others.
Hydrography
The Paraguay river runs to the west of Concepción along with the minor rivers Apa, Aquidabán and Ypané, and the streams that bathe the territory are: Estrella, Sirena, Apamí, Primero, Quiensabe, Negla, Trementina, Chacalnica, Tapyanguá, Pitanohaga, Guazú, Mbui´i, Ypanemí, Capiibary, Mboi Guazú.
The ports are:
Port Concepción
Port Vallemí
Port Risso: it is mountain passes that produces lime, has rocky coasts, and have had several owners throughout history. There is an antique house built at the end of the 20th century, used to be a defense from the natives of Chaco, still stands in the place.
Port Fonciere: an important watch point over the Paraguay River. There is a house from the year 1927.
Por Max: port “Tres Ollas” is nowadays a ganadero establishment, right in front of the Port Pinasco.
Port Arrecife: it has dangerous reefs. In time of bajada of the Paraguay River, it is ideal for fishing Dorado fish.
Port Abente: port of cattle ranches, previously called “Port Kemmerich”. It is near the Napeque Stream.
Port Pagani: today it is abandoned.
Port Negro: there are some cattle farms.
Port Algesa: for shipment of goods.
Port Antiguo: for passengers and shipment of goods.
Port Itapucumí: in front of the Port Pinasco. Here, the remains of the first lime factory of the country can be found, oldest even from the one in Vallemí. The administrative building of the factory works as a limestone quarry. There work lime ovens and shipments to Asunción are also made.
There is an important watch tower over the Paraguay River and the Vallemí area.
Port Itapúa: previously called “Calera Cué”. Located opposite Port Fonciere. It has lime ovens and shipping is made to all kind of places from there. Right in front there is an island with beautiful beaches. The population is mainly of working class; there are commercial businesses and a school built with limestone.
Port Guarati: is a famous limestone factory, about 10 km. from Port Itacuá.
Nature and vegetation
Concepción is set in the ecological region of Aquidabán, a part of region of Amambay and another part in the region of the Central Forest.
The deforestation is a big problem in this department because of the continuous advance of the human activity, creating a great shock to the natural resources of the region. One of the biggest problems is the uncontrolled hunting of animals in the area.
Most of the forestall species are in extinction danger, as do the animals too. The ones that are in more risk of disappearing of the area are: the puma, yaguareté, gua’a pytá (red parrot), gua’a hovy (blue parrot), tucán, tacua guazú, mbo’i jagua, jacaré overo and lobopé.
Some of the protected areas are:
The San Luis Mountain Range, with an extension of 70.000 hectares
Itapucumí, with an extension of 45.000 hectares
Estrella de Concepción, with an extension of 2.400 hectares
Laguna Negra, with an extension of 10 hectares, this area is in danger nowadays
Economy
In agriculture, the most important products are: cotton, sugar cane, maize, sesame seed, wheat and manioc. It is also important the production of locote, sweet potatoes, banana, pepper, tártago, coffee, pineapple, grapefruit and ka’a he’e (a natural sweetener herb).
The silviculture has diminished due to the massive deforestation in this region.
The breeding of animals is the third production of the country, surpassed only by Presidente Hayes and San Pedro’s. The mortality rates for bovine cattle are relatively low. In Concepción is found the largest land of natural pasturing of the Oriental Region. There are also, porcine, ovine and goat cattle in important percentage.
In Vallemí is the Cement National Industry, which has 150 lime extractor plants by the Paraguay River. And near the Apa River quarries of marble are exploit.
There are also other industries such as cold-storage plants, silos, mills and cotton gin industries.
Communication and services
The Paraguay River is the most important waterway, because is navigable most of the territory that coasts Concepción, almost 230 km.
The Bioceanic Route cross through the department. The Route 5 "Gral. Bernandino Caballero" communicates with Pedro Juan Caballero and connects with Route 3 “Gral. Elizardo Aquino”, that takes to Asunción.
Another access to the department is through Pozo Colorado, a military depot, which connects with Route 9 “Carlos Antonio Lopez”, also known as "Transchaco Route", in the Paraguayan Chaco.
There is 1.951 km of roads in the entire department; 720 km of them are paved and 146 km of pebbled roads, 362 interdepartmental roads cross it.
The Mcal. Francisco Solano López Airport is located in Concepción City and there are more airways in other districts, and also in the most important cattle establishments.
There is phone service with direct dialed in Concepción City, Horqueta and Yby Yaú; in Belén and Loreto the service is with dialing through an operator.
The ratio stations in AM are: Radio Concepción, Radio Vallemí, Yby Yaú and Guyra Campana. In FM are: Vallemí, Itá Porá, Aquidabán, Los Ángeles, Continental, Belén, Norte Comunicaciones, among others. There are also television stations.
Concepción has 33.976 housings, 13.768 in the urban area and 20.208 in the rural area. There are 1.094 houses with service of running water, and the electricity usage is about 85.082 kilowatts annually.
Education
There is 190 educational institutions for initial education. In a total of 393 primary schools, there are 39.692 students registered and in 63 high schools there are 9.636 students.
Concepción is seat of the Veterinary Filial Faculty of Asunción National University and the Science and Letters Filial Faculty of the Catholic University.
In the department are institutions that impart classes of Permanent, Special and Technical Education, as well as Docent Formation Institutes.
Health
The department has 64 health institutions; hospitals and health care centers, distributed in the different districts throughout the entire department. This is, without counting the private establishments.
Tourism
In Concepción are many places of tourist appealing, which is an important source of income for the department. One of them is the Tagatiya Stream, a place to do ecological tourism.
Old constructions can be found in Concepción City, capital of the department, these are an example of the historical past of this area. Also a locomotive that worked until 1960 and a truck used in the Chaco War.
Here was located Francisco Solano Lopez barracks, from which he led the troops of Gral. Resquín in a military campaign to Matto Grosso, during the War Against the Triple Alliance.
The Fort San Carlos, in the Apa, is an interesting place to visit. It was built in time of the Colony as a defense mechanism against the invasions of Brazilian Bandeirantes.
The Kurusu Isabel Oratory, a few kilometers away from Concepción, receives many visitants.
A cruise is offered to navigate through the Paraguay River, and all the rivers and streams in the department offer the possibility for practice of many aquatic sports, fishing, navigation and visits to the beaches.
The hills Paso Bravo and San Luis are very visited by tourists. Peña Hermosa Island is a hill of limestone situated in the Paraguay River.
The Aquidabán region has forests and large fields, lagoons, swamps and lakes. In the forest Specimens of Trébol, Timbó, Red Quebracho, Karanda, Palo Blanco, Juasy’y Guazú, Urundey-mi, Kurupa’y, Curuñi, and Jata’i can be found in the forests; in the meadows, specimens of Arasupe; and in palm fields, Karanday.
The Primavera Country House, by the Aquidabán River, has beautiful beaches and lagoons, where people can go camping or ride horses, as well as do outings.
The Ña Blanca Country House, by the Tagatija Guazú, is the center attraction, a stream of crystal clear water, with small waterfalls, where tourists can go swimming and camping.
The JM Ranch has an ample beach by the river and is a nice place to enjoy camping and fishing.
Alto Biobio is one of the most scenic places and is right by the River Biobio
References
Geografía Ilustrada del Paraguay, Distribuidora Arami SRL; 2007.
Geografía del Paraguay, Primera Edición 1999, Editorial Hispana Paraguay SRL.
External links
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The Zen of Python
What is the Zen of Python? To find out, enter
>>>import this
at the Python interpreter prompt. (This is an Easter egg.) You will see the following:
The Zen of Python, by Tim Peters
Beautiful is better than ugly.
Explicit is better than implicit.
Simple is better than complex.
Complex is better than complicated.
Flat is better than nested.
Sparse is better than dense.
Readability counts.
Special cases aren't special enough to break the rules.
Although practicality beats purity.
Errors should never pass silently.
Unless explicitly silenced.
In the face of ambiguity, refuse the temptation to guess.
There should be one-- and preferably only one --obvious way to do it.
Although that way may not be obvious at first unless you're Dutch.
Now is better than never.
Although never is often better than *right* now.
If the implementation is hard to explain, it's a bad idea.
If the implementation is easy to explain, it may be a good idea.
Namespaces are one honking great idea -- let's do more of those!
A simple main function
Note: Python is usually installed under /usr/local/bin/python, so it is also possible to start with
!/usr/local/bin/python
/usr/bin/env python searches $PATH for python and runs it.
Checking if a variable is a number (or number string)
Numbers (ints, floats, etc.) have a special __int__ method, so we can simply check if it exists:
def isNumber(x):
returnhasattr(x, '__int__')
This will return True for 5, -5 and 5.0, for instance. But what if we have a string representation? We are going to get False for each of "5", "-5" and "5.0". These are not numbers, they are strings.
What if we want to return True for strings representing numbers? We can use the following:
def isNumberOrNumberString(x):
if isNumber(x): returnTrue
try:
int(x)
exceptValueError:
try:
float(x)
exceptValueError:
returnFalse
returnTrue
repr() versus str()
The difference between repr() and str() in Python may not be immediately apparent.
According to the documentation, repr() returns the "official" string representation of an object. "If at all possible, this should look like a valid Python expression that could be used to recreate an object with the same value (given an appropriate environment). If this is not possible, a string of the form <...some useful description...> should be returned." In general, repr(o) should return a string representation of o such that the identity
o == eval(repr(o))
holds. eval() takes an (official) string representation of an object and returns a copy of that object constructed from this string representation.
On the other hand, str() returns an "informal" string representation of an object. "This differs from repr() in that it does not have to be a valid Python expression: a more convenient or concise representation may be used instead." In general, this representation should be human readable. There is no requirement for the identity
o == eval(str(o))
to hold.
Let us look at a few examples.
printstr("Paul's test string")
prints
Paul's test string
while
printrepr("Paul's test string")
prints
"Paul's test string"
The latter is a valid Python expression, the former is not.
printstr(1.0 / 3.0)
prints
0.333333333333
while
printstr(1.0 / 3.0)
prints
0.33333333333333331
The latter attempts to give enough decimal figures to enable the value to be reconstructed to maximum precision.
It's a bit surprising that
printstr([3, "paul's test string", 5.5, "bar", 7, 1.0 / 3.0])
and
printrepr([3, "paul's test string", 5.5, "bar", 7, 1.0 / 3.0])
both print
[3, "paul's test string", 5.5, 'bar', 7, 0.33333333333333331]
on ActivePython 2.5.2.2. It looks like str() for lists is implemented by calling repr() iteratively on the elements. (Shouldn't it be calling str()?)
Finally, for user-defined classes, repr() calls the __repr()__ method, while str() calls the __str()__ method. Here is an implementation of a simple class that provides both __repr()__ and __str()__ and conforms to the requirements imposed by the documentation:
class Point:
def__init__(self, x, y):
self.x = x
self.y = y
def__eq__(self, other):
ifhasattr(other, "x")andhasattr(other, "y"):
return(self.x == other.x)and(self.y == other.y)
else:
returnFalse
def__ne__(self, other):
returnnotself.__eq__(other)
def__str__(self):
return"(%s, %s)"%(str(self.x), str(self.y))
def__repr__(self):
return"Point(%s, %s)"%(repr(self.x), repr(self.y))
Thus
pt = Point(3, 5)
print pt
printstr(pt)
printrepr(pt)
printeval(str(pt)) == pt
printeval(repr(pt)) == pt
prints
(3, 5)
(3, 5)
Point(3, 5)
False
True
The first two lines are identical because print calls __repr__ when passed an object as its parameter. Notice that the result of repr(pt) can be used to reconstruct the Point object with eval().
Overridable properties in Python
class Foo(object):
_a = 7
def get_a(self):
returnself._a
def set_a(self, a):
self._a = a
A = property(fget=get_a, fset=set_a)
class Bar(Foo):
_newA = 5
def get_a(self):
returnself._newA
def set_a(self, a):
self._newA = a
f = Foo()
print f.A
b = Bar()
print b.A
If Foo.get_a is overridden by Bar.get_a we would expect to see the output
7
5
But instead we see
7
7
This is because in line
A = property(fget=get_a, fset=set_a)
the binding occurs pretty early and fget, fset are bound to A.get_a and A.set_a early, for good.
However, Python enables one to create overridable properties. The following implementation does the trick:
class OProperty(object):
"""Based on the emulation of PyProperty_Type() in Objects/descrobject.c"""
In other words, we have pre-filtered tradeSigns and ignored its elements equal to 1. Thus we skipped the 1's and obtained five elements in the resulting tradeDirections, rather than eight.
We could also do this:
tradeDirections = ["Sell"if ts == -1else"Buy"for ts in tradeSigns]
In this case tradeDirections is set to
['Sell', 'Buy', 'Buy', 'Sell', 'Sell', 'Sell', 'Buy', 'Sell']
perhaps in line with our original intentions. We didn't pre-filter tradeSigns and processed all its elements (this we get eight elements in the result) but chose to replace the -1's with "Sell" and the 1's with "Buy".
In each case we used if but resorted to different syntax.
Filtering one list by another
Suppose you have defined
names = ["Paul", "Alex", "John", "Simon", "Paul", "Michael"]
surnames = ["Smith", "Jones", "Taylor", "Williams", "Brown", "Green"]
and now you want to print out the surnames of all Pauls. This can be achieved by using list comprehensions:
print[surnames[i]for i inrange(len(names))if names[i] == "Paul"]
will produce the output
['Smith', 'Brown']
Checking if an object is a sequence or is iterable
If o is your object, you can use the following check:
ifhasattr(o, "__iter__"):
# ...
The following code
printhasattr(5, "__iter__")
printhasattr([1, 2, 3, 4, 5], "__iter__")
printhasattr([5], "__iter__")
printhasattr((5), "__iter__")
printhasattr((5,), "__iter__")
printhasattr((3, 2), "__iter__")
printhasattr("asdf", "__iter__")
prints
False
True
True
False
True
True
False
Implementing functors in Python
Any object with a __call()__ method may be called using the function call syntax:
class Scale(object):
def__init__(self, factor):
self.factor = factor
def__call__(self, arg):
returnself.factor* arg
s = Scale(2)
print s(5)
The functor can have more than one argument:
importmath
class Pythagoras(object):
def__init__(self):
pass
def__call__(self, arg1, arg2):
returnmath.sqrt(arg1 * arg1 + arg2 * arg2)
p = Pythagoras()
print p(3, 4)
Local variables in lambda expressions
We see that x + y is calculated twice in the following lambda expression:
func1 = lambda x, y, z: (x + y + z) / (x + y - z)
Can we compute it once and make it a local variable? One solution is to use a helper lambda expression:
func2 = lambda x, y, z: (lambdasum=x + y: (sum + z) / (sum - z))()
Now both
print func1(3.0, 5.0, 7.0)
and
print func2(3.0, 5.0, 7.0)
print the same number:
15.0
Instantiating a Python object dynamically by object class name
Use eval:
def forname(modname, classname):
''' Returns a class of "classname" from module "modname". '''
module = __import__(modname)
classobj = getattr(module, classname)
return classobj
class Foo(object):
def introduction(self):
print"I am FOO"
class Bar(object):
def introduction(self):
print"I am BAR"
className = "Foo"
o = eval("%s()"% className)
o.introduction()
This will print
I am FOO
If, on the other hand, you set className to "Bar", you will see
I am BAR
Sending the output to STDERR rather than STDOUT
Instead of
print"Hello"
use
importsys
sys.stderr.write("Hello\n")
Making a path, rather than just making a directory
If we try the following
importos
os.mkdir("foo/bar/baz")
while foo/bar does not exist, foo/bar/baz will never be made. Depending on the operating system, we may see something like
Reading a text file backwards
Reading a text file backwards is a relatively common task. Let me explain first what I mean by backwards: you read the file line by line, starting from the last line and progressing towards the first.
Why would you need this? Imagine that you have a large CSV (comma separated value) with numerous records sorted in ascending order by date/time. You want to read the last N records. Using the standard text file input/output machinery you would probably end up reading the entire file, discarding all but the last N records. Extremely wasteful. Chances are you will have more than one such file.
Offsetting a multiline string with spaces
Suppose that you need to offset a multiline string with a given number of spaces. You can use the regular expression "^" to match the beginning of the line (to match the beginning of each line in a multiline string, you must use the re.MULTILINE modifier):
lineStartRegEx = re.compile("^", re.MULTILINE)
def offsetWithSpaces(s, spaceOffset):
return lineStartRegEx.sub(" "* spaceOffset, s)
Then
s = "foo\n bar\nbaz"
print offsetWithSpaces(s, 4)
produces
foo
bar
baz
Chomping in Python
Perl users will be familiar with the chomp function which removes the trailing newline character if it's present. They will use it like so:
What is IronPython?
IronPython is an implementation of the Python programming language running under .NET and Silverlight. It supports an interactive console with fully dynamic compilation. It's well integrated with the rest of the .NET Framework and makes all .NET libraries easily available to Python programmers, while maintaining compatibility with the Python language.
IronPython is an open source project freely available under the Microsoft Public License.
However, this is not recommended: "It can also be used to restore the actual files to known working file objects in case they have been overwritten with a broken object. However, the preferred way to do this is to explicitly save the previous stream before replacing it, and restore the saved object" (14th October, 2009).
Thus our original approach is preferred. However, there is a caveat: "Changing [sys.stdout] doesn’t affect the standard I/O streams of processes executed by os.popen(), os.system() or the exec*() family of functions in the os module."
Thus
importsys
originalStdout = sys.stdout
sys.stdout = open("mystdout.txt", "a")
someFunction()
sys.stdout = originalStdout
If inside someFunction() we execute an external process using the aforementioned functions or even use some code from Windows DLLs, that external code will be using the original STDOUT. Our redirect won't work for it.
On Windows, we could use the win32api functions to resolve this problem:
mystdout.log will be closed when o goes out of scope, before you get a chance to call someFunction(). So you need to make sure that o doesn't go out of scope before the time is ripe.
However, when we redirect the "system" STDOUT and STDERR as described here, the "Python" STDOUT and STDERR won't change. Thus we need to redirect both. If we redirect them to the same file, we need to make sure that we set win32file.FILE_SHARE_READ | win32file.FILE_SHARE_WRITE (or else the file will be locked). Moreover, we can append to the end of file using win32file.SetFilePointer. Putting this all together, we obtain the following:
Thus, when you import mymodule.py, the function fooBar will be bound to either fooBar_zlib or fooBar_noZlib depending on whether the module zlib is present on your system or not. As a user of mymodule.py you don't have to know exactly which implementation is being used. The logic which determines which of the two implementations to use is encapsulated in mymodule.py.
Define functions conditionally on the operating system
A similar idea can be used to define functions conditionally on the operating system.
If we are running on Linux or Unix, os.name should be "posix". If we are running on Windows, os.name should be "nt". So we could do the following | 3.640625 | 4 | [
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There were significant reasons why some
Baptist converts decided to become pastors. First, they wanted to change for
the better. There was a growing resistance against Spanish colonialism and
Roman Catholicism that encouraged them to find alternatives and to commit
themselves to a serious study of Christianity. Second, the coming of Protestant
missionaries became an avenue whereby they were able to read the Bible. By
reading the Gospel they became aware of their Christian responsibility and
ultimately decided to become pastors. Yet the content of their pastoral
ministry were based not only on the Bible but also on their culture and the
American way of life as introduced by the American Baptist missionaries. (Page
29)
Socio-Economic Status of Pioneering Pastors
The majority of the early Baptist converts
were poor peasants living in Western Visayas. Most of them were farmers and
skilled workers from the countryside. A number of them worked as carriage
makers and cocheros. Those who were in the educated class were hacienda owners
and teachers in Spanish schools. As the Baptist mission commenced, some of them
became apprentice in the Baptist printing press wherein they got hold of the
Bible. Men and women pastors were instrumental in spreading the good news
especially in the rural areas. They were respected and developed their social
status as leaders of churches even if their economic status were almost the
same as the members of churches they worked with. (Page 34)
Political Perspectives
The early Baptist Pastors had nationalist
tendencies, since they were part of a people who resisted the unjust and
exploitative Spanish colonial rule and who struggled to be free as a nation. At
the height of the national fervor to achieve independence from Spain and then
from American expansionism, Protestant missions came into the picture. It is
not, therefore, surprising to know that many Baptist preachers were
nationalists. The first preachers trained by Missionary Briggs who came from
Luzon were revolutionaries who joined the struggle against Spanish colonialism.
Some of the early converts were members of
the “Pulahan” group roaming in the Visayas mountains. The “Pulahans” were a
group of people who resisted the long Spanish colonial rule through violent
means. They used this method of resistance against the Americans too. The
famous Pulahan was Papa Isio, who continued the struggle even when the Negros
elite sided with the Americans. “His group, the babaylanes or pulahanes, burned
haciendas owned by pro-American elite.” But later on, some of these
revolutionaries were converted and became Baptist pastors. They welcomed the
Americans, because the Christianity that the Americans brought was convincing.
Moreover, the American missionaries enabled them to read the Bible in their own
language.
From
another perspective, the shift in political view – from being revolutionaries
to becoming pastors under the American tutelage – was partly due to the various
techniques of pacification used by the Americans to end the Filipino people’s
resistance. Laws were enacted favoring American colonialism. The Sedition Law of
1901 made any advocacy for Philippine independence a crime punishable by long
imprisonment or death. The Brigandage Act of 1902 that classified guerrilla
fighters as brigands or ladrones made membership in an armed group punishable
by death or long imprisonment. To further suppress the nationalistic feelings
of Filipinos, the Flag Law of 1907 prohibited the display of all flags,
banners, symbols and other paraphernalias. Missionaries Briggs and Munger were
actively involved in the pacification campaign, encouraging Pulahan leaders,
for instance, to cooperate and in the process they were converted to the
Baptist faith.
Furthermore, the Americans established an
educational system with English as the medium of instruction. It was aimed at
making the Filipinos “little brown Americans.” With American education, in
which American values and culture were taught, slowly but surely the Philippine
people developed pro-American sentiments. (pages 34-36)
Theology and Perspective in the Ministry
The content of their preaching as well as
their theology was centered on two main issues. First, to proclaim Jesus Christ
as the Saviour of mankind in order for those people who received Jesus to go to
heaven. Second, to proclaim that Baptist Christianity is the “true” brand of
Christianity. People should forsake the teachings of the Roman Catholic Church
since it is corrupted and distorted. Moreover, piety and spirituality should be
practiced by not smoking and drinking or indulging in vices. ( page 40)
Theological Education
On the whole, pastors learned their
profession in the ministry through personal experience and through organized
studies. Bible schools for men and women were started to cater to the need for
trained pastors. When the Bible school for men was not sustained, Pastor’s
Institutes were conducted to fill in the need. (page 46)
Joys and Struggles of Early Philippine Baptist Pastors
Even before the first official ordination
of Philippine Baptist Pastors in 1906, a great number of Filipino and Filipina
Baptists called by the American Missionaries as “Native Preachers” and “Bible
Women” respectively were already active in the ministry. These “Native
Preachers” and “Bible Women” should be aptly called as Filipino and Filipina
Baptist Pastors.
It was automatic for the early Baptist converts to do
mission work. Men and women involved themselves in the evangelization of their
own people. They preached the ‘good news’; helped in the translation work; and
distributed the translated gospels and religious tracts in many areas where the
American missionaries had not set foot to. (page 46-47).
The Search for Self-Identity and the Struggle for
Self-Reliance 1935-1983
Baptist Pastors struggled for the creation
of the Western Visayas Convention (WVC), the forerunner of Convention of
Philippine Baptist Churches (CPBC), and the Convention Baptist Ministers’
Association (CBMA). The forerunner of CBMA was organized sometime in 1904
during the “First Baptist Associational Gathering.” They mounted pressure,
together with the backing of local churches which they had organized and
maintained, in order to push for the Filipinization of the leadership
structure. Thus, the CPBC was organized. Rev. Jorge O. Masa was elected CPBC
General Secretary in 1935. He was succeeded by Rev. Engracio Alora in 1938.
Philippine Baptists together with their
pastors slowly pushed for the realization of their dream for self-reliance.
Thus, many Filipinos occupied top positions in Baptist institutions. For
instance, in 1940, Rev. Alfredo Catedral, a graduate of Colgate Rochester
Divinity School succeeded Rev. R.F. Chambers as Dean of the College of
Theology.
The CPBC was also
granted the freedom to make its own policies, and properties of the American
Baptist Foreign Missionary Society (ABFMS) were slowly transferred to the
Filipino leadership.
Economic Condition
Although
the Philippine Baptist leaders pursued the Filipinization of the CPBC, they
were far from self-reliant. They still continued to ask for foreign financial
assistance to implement their programs. To some extent, the economic condition
at that time played a significant role in the attitude of the Philippine
Baptists. The Philippine economy was “completely tied up with and dependent on
the United States.” Philippine economic policy allowed the continued export of
agricultural products to the U.S. and unhampered entry of U.S. goods to the
Philippines. During the 1936-1940 period, majority of foreign investments came
from the U.S. and 72.6% of Philippine trade to foreign countries went to the
U.S.
Rev.
Iñigo Delariman, the Promotional Secretary of Negros Kasapulanan in 1936
received a salary of P40 a month while the 40 churches that he visited all over
Negros supplied him with travel expenses. Rev. Juan Empig of Ilog Baptist
Church asserted that the answer to the economic condition of the Philippine
Baptist churches was good stewardship. Pastor David Logarto, Circuit Pastor,
Dueñas, Iloilo echoed the same tone, “He who shall not work shall not eat.”
Theological education
Pastors and church leaders were trained in
church work through the Pastor’s Institute and Eskwela Dominikal. In
Negros, Rev. Iñigo Delariman, trained in Rural Life at Los Baños in 1934,
conducted an Institute on Religious Education and Rural Life Institute with
Miss Proserfina Plasus. The curriculum of the Rural Life Institute included
Animal Husbandry with Swine and Poultry Raising techniques, and Plant and
Fertilizer Analysis. The College of Theology also launched the National Rural
Life Institute. The goals of the Institute were to provide the ministers with
experiences that would enable them to understand rural life, problems and
aspirations of the rural people, and toequip the ministers with necessary tools and skills in agriculture and
more importantly, in making theological reflection on the meaning of the gospel
in a local situation.
Theology and Content of Preaching
The issue of “Social Gospel” and
“Pure Gospel” in America in the 1920’s made an impact on the theology of
Philippine Baptist pastors. The missionaries had two contradicting views of the
gospel message which divided them later. This contradiction stemmed from the
theological controversy that swept the United States during that time. Dr.
Domingo Diel, Jr. argued that the “main issue was being the ‘pure gospel’ or the
‘social gospel’; which means either the preaching of the ‘pure gospel’ or the
implementation of the consequence of the gospel in all areas of human life.”
The
four decades of American missionary presence in the Philippines greatly
influenced the lifestyle and theology of the Philippine Baptist pastors. For
instance, the way they dressed was similar to the Americans who converted them.
(pages 66-70).
Baptist Pastors During World War II: Their Faith,
Ministry and Struggle
In 1946, Engracio Alora, the Acting Dean of
the College of Theology, published in 1943 the Prayer of the Panay
Underground.“Give us courage,
Lord, to finish the great work that Destiny has called us to do; Courage to
continue to fight for the right of this Nation to live her own life without
trammel from without, without doubt from within; Courage, Lord, to show to the
invader that the national honor that he has tarnished is avenged on this Island
with valor and self-immolation; Courage that knows neither darkness nor day to
strike for that Freedom which Thou teachest is the inheritance only of those of
Thy children who are worthy of their God.
Let the blood, Lord, that was shed by the
Freemen of this Island seep into the depths of the native soil to cleanse it of
its past, to enrich it for its future; Let the cruelties of the enemy, his
deceptions, and his deceits that have caused many loved ones to perish in death
unspeakable and tortures that curdle the blood, drive us on with ever resurging
strength to defend our home and fireside.
Let new cruelties inspire more determined
resistance; Let more tortures bring forth more martyrs; Let the ravishments and
violations of our women endow more strength upon our womanhood; Let the wanton
killing of unarmed men and helpless women and children produce more leaders and
patriots.
And, Tomorrow, Lord, when the dawn breaks
and peace comes again to this Land, may it be a strong and free and lasting
peace, because it was dearly bought with our blood and treasure; May the
strength and fortitude that we had built, in the Valley of the Shadow, during
the bitter night of our sorrows and sufferings transform and weld us a Nation,
because we have been forged in the Crucible of Fire and cleansed in a Baptism
of Blood.
And so, dear Lord, when on that morrow Destiny
commands us to resume our peaceful tasks, Let there arise a new and purified
people led by a new leader guiding us forth in Thy ways onto the heights to
which our worth and our heritage entitle us.”
A
Baptist, Esther Pagsuberon, also composed a guerilla song: The Fight is On.
Pastor Pagsuberon, a guerilla himself during the war, sang the song by heart:
“The fight is on, arise, o,soldier’s
brave and true. The call to arms is heard from far and near. MacArthur now is
marching on to victory, the triumph of our forces is secured. The fight is on!
Brave Filipinos will carry on to victory with carbines gleaming and thompsons
roaring and will drive those Japanese away. The fight is on but be not weary,
for then at last we shall be free. With God before us, his banner o’er us will
sing the victory song at last.” (pages 77-78).
Summary and
Reflections
“Four years of the holocaust of World War
II did not diminish the faith of the Baptists in the Philippines. During the
war, they gathered to worship in the hills and mountains, swamps and even under
the surveillance of the enemy’s watchful eyes in the cities and towns. The
women did their share in living dangerously their testimony of Christ’s love
and concern.”
Rev. Agustin Masa, CPBC President from 1946 to 1947,
bore witness to the struggle of the Philippine Baptists during the war. He
exhorted the CPBC members on the occasion of their Golden Jubilee: “We stand
today between two generations. The past, with all its troubles and conflicts,
consuming today’s struggles, and the future with all its opportunities and
great promise. At a time when the liberties of men are being threatened, the
Philippine Baptists have in their hands the highest opportunity to demonstrate
to their fellow men what it is to be free in Jesus Christ.”
Some
Americans said that the Filipinos were afraid of the Japanese and ceased to
hold worship services. However, eyewitness accounts and experiences of those
who survived told of a different story. The Philippine Baptists survived the
war. Not only did they contribute to the conduct of worship services but also
to the liberation of the Philippines. They became self-reliant not only in
their economic activities but in leadership capacity. The war “proved to be the
testing fire of faith.” Pastors continued their unwavering commitment to take
care of their flocks. In the words of Rev. Melicio Basiao, “O, how we struggled
and O, how we were blest.”
When the American missionaries came back
they proceeded to take up the cudgels of leadership once again.
Post War Period to the Declaration
of Martial Law 1946 – 1972
In
the celebration of the Golden Jubilee of the Philippine Baptist mission in
1950, one can glean from the commitment of Philippine Baptist pastors as they
did their share in the ministry. They not only looked back from their journey
of faith and from those who struggled before them, but also looked forward to
the future with this in mind, “continue on pastoring.”
Rev.
Dioscoro Villalva of Isabela Evangelical Church said, “May the younger generation
of preachers heroically pick up the Gospel torch lighted by the sacrifices of
our dead-yet-living pioneer evangelists, through an intensive Convention
program to evangelize the Philippines in the next 50 years.”
Pastor Jose Gico, Jr. of Malawog Baptist
Church, Sta. Barbara, a “disciple” ofRev. Villalva said, “The Pentecost of the Gospel propagation is now
realized in our midst in this Golden Jubilee. Let that time be revealed again,
when Peter preached and five thousand souls were brought to the feet of
Christ.” This kind of spirit and dedication strengthened his resolve to
continue his pastoral ministry. Today, even after his legal retirement, he
still serves Hinigaran Evangelical Church, which he ministered since 1951.
Pastor Jacobo
Celeste of Bingawan Baptist Church aptly said, “May we grow stronger in faith
and work, as we struggle towards our 100th anniversary in 2000 AD.”
The pastor of Ito Baptist church, which was started by the Pulahans in 1904,
also said, “We pray that this Golden Jubilee will be an inspiration for us all
to unite in smashing the forces of social evil and bringing about the
Kingdom of God in and out the hearts of men.”
Mrs.
Angelina Buensuceso, pastor of La Carlota Evangelical Church in 1950
appropriately challenged the next generation of pastors with these words,
“There is no telling what a church can do which she tries to conceive of and
achieve greater and better things for God. Onward with Christ. United we stand,
divided we fall.” Later in 1980, Angelina Buensuceso became the first Filipina
Baptist pastor to be ordained.
These words and deeds of Baptist pastors 50
years ago serve as cornerstones of Philippine Baptist churches, and will serve
as inspiration for the young generation as they continue serving the Lord. (pages
92-93).
Pastors Joining the Movement to Oust the
Marcos Regime
Amidst the rising
socio-political unrest, the Philippine Baptist pastors took a stand. Many of
them joined rallies, formed organizations, made protest statements, or joined
the underground movement to topple an unjust system. The martial law years saw
a great deal of pastors “doing theology in the streets.”
Pastor Ruth
Corvera said that during martial law years pastors became “activists.” She
testified, “I would go to the community and organized them. I see my role as
someone empowering people to reach their potentials before God. I did not
baptize them but my teachings were centered on giving the people the ‘quality
of life’ that they deserve. Salvation is about raising the worth and dignity of
the people and liberating them from their fears.”
In
Aklan, Pastor Cecilia Cruz together with Rev. Villanueva worked in the mountains
educating the people and organizing them. “Nakita ko nga sadto nga time ang
role namon as pastors is to make people aware of our situation and
encourage church members to be active politically.” Pastor Cruz was also
terrified to continue on working. “May liquidation squad ang Marcos regime.
Budlay mag giho. Sa ulihi gin dakop kami sang military kay suspected kami of
subversion. Pero nag continue kami gihapon sa amon work kag nagahiwat pa kami
sang mga Ecumenical Summer Youth Camps with Mr. Mike Pillora.”
In
Negros, Pastor Norberto Tabligan engaged himself in what he called “the other
side of ministry.” “Naga seminars kami on Human Rights upod ni Pastor Rudy
Bernal kag ni Pastor Rodio Demetillo. Gina surveillance kami sang military. Ang
amon obra was part of the ACM work of the Convention.”
“Marcos’
preferential treatment for foreign investors further contributed to the
deterioration of the Philippine economy, particularly with the use of
government funds and foreign loans for the Marcos family and their cronies.”
Baptist pastors were among those who suffered economically.
In
1973, there were 200 Convention Baptist pastors. The survey conducted by the
College of Theology revealed that the average monthly salary of pastors and
workers excluding the city church pastors was P45.00. They belong to the income
bracket of the housemaids in chartered cities. Of the total number of pastors
in our Convention, 96% does not have a house of their own. If ever they have a
Social Security System coverage, about 95% of them will not be able to derive
sufficient benefits from this upon retirement because of low monthly premium
that they give to the SSS.
The survey concludes that Baptist pastors were looking
at the future with a great sense of insecurity. Thus, few young people were
committing themselves to the Christian ministry; many pastors were shifting to
secular ministry; and there was a lack of creative and consecrated pastoral
leadership in the churches.
From 1966 to 1973 there was a marked
decline in enrolment in the College of Theology. Of the 89 who graduated from
the College of Theology from 1960 to 1972, only 19 had submitted themselves for
ordination; 11 were in Christian institutional ministry; and 59 are no longer
actively participating in church work. Of the 46 ordained ministers that the
CPBC had since 1946, 14 have shifted to secular ministry. Even though some of
them were working as part time pastors in the churches, yet the trend toward
secular employment was very clear. The sense of economic insecurity in the
pastoral ministry had also led many to take for granted the discipline of the
ministerial profession, thereby weakening their effectiveness as bearer’s of
the “good news.”
The survey of the College of Theology
forecasted a bleak future for the Baptist churches in the Philippines if the
above conditions were not averted. An important answer to these problems is in
raising the socio-economic level of life of the pastors. Thus, the Baptist
Ministers’ Endowment Program was conceived to standardize pastor’s salary. The
subsidy will be granted with the end view of strengthening the ministry of a
church and ultimately to make the same church self-supporting.
In 1975, Dr. Domingo Diel, Jr. wrote: “As
CPBC thinks beyond ’75, it must think of its pastors more seriously now than
before; the ‘sacrifice mentality’ has still a place in a Christian life (not
only in a pastor’s family) but that is a poor substitute for a low salary. The
Endowment Program for Baptist pastors - salary standardization and retirement
pension must not only be encouraged, but supported and implemented. The
prospect of this program is indeed favorable; its effect among pastors will be
invaluable and the result of it can certainly be beneficial for the CPBC.”
In 1975, Kasapulanan Minister Rev. Alfeo
Tupas informed of the Negros Kasapulanan fund campaign called “God’s One
Thousand Fund” to “help standardize the salaries of pastors in the
Kasapulanan.”
The
year 1977 ushered in the new challenge to raise the local support to more than
25% with an incentive plan for the Field Ministers. CPBC President Rev. Moley
G. Familiaran reported, “A top level brainstorming session was organized to
open more possibilities for the ever growing challenge of the CPBC.” It was
pointed out during the brainstorming sessions that “pastors must become our
priority concern – and projects must be started to help the struggling church
support their pastor.” The result of this brainstorming was the Pastor’s Salary
Standardization scheme with a motto: “A Challenging Self-Reliance Movement
toward Growth and Maturity.” CPBC and CBMA were the implementing arm and the
duration of the project was three years. It hoped to subsidize the salaries of
200 pastors receiving below P150.00 a month. The program would arrange for the
pastor to receive a free board and lodging and the honorarium would be added to
their income during the year, increasing it to 250.00 pesos in the second year.
During
the same year, Rev. Edwin Lopez, CPBC General Secretary 1976-1979, launched the
CLASP – Carabao Labor to Assist Salaries of Pastors. It was a development
program for pastors receiving very low salaries. Rev. Lopez reported: “We have
bought 2 carabaos and farm implements for our Mountain Pastors in Lambunao and
Calinog. We will arrange to buy one carabao each for Antique, Capiz or Negros,
whichever is advisable to our pilot.” The carabaos belonged to the CPBC on loan
to churches to assist the salaries of Pastors. The income of the carabao was to
be divided into two. One half would go to CPBC as payment for the carabao and
the other half would go to the salary of the pastor. When the carabao is fully
paid, it would belong to the church.
During the CBMA assembly in Dumangas
Baptist Church on January 17-20, 1994 in which 571 ministers attended, the
officers and members created two programs to financially assist the ministers
particularly those receiving below 500.00 pesos salary, and working in the
rural areas. The first, the Mutual Aid Fund (MAF) was launched after the
officers discovered that, out of more than 500 pastors, 371 are receiving below
P500. Most of these pastors worked in rural areas. The fund would help pastors
in their medical needs. A seed money of 5,500 pesos was raised during the
assembly. The second program was the Minister's Welfare Program to increase
financial assistance to pastors through its livelihood project of swine-chain
dispersal. The CBMA put aside a budget of 270,000.00 pesos for this purpose.
Pastors working in rural areas were given the priority.
In
1994 the Pastor’s Endowment Fund had an interest of 16,178 pesos which were
given to pastors with very low salaries. In 1995 the interest of the fund was
22,563.30 which was distributed to qualified applicants endorsed by the
Provincial Ministers’ Association and recommended by the Executive Committee of
the CBMA.
Theological
Education
In
1975, theology students defined theological education as follows: Firstly, “We,
the students of the College of Theology, Central Philippine University, believe
that theological education should be geared toward making men whole. We believe
that it should seek to develop the individual or group into an integrated
whole, conscious of his/their individuality as a person or group in relation to
other persons or groups, of his/their strengths and limitations, aware of his
world and of the tasks he/they have to perform, dedicated to his/their mission,
and able to participate actively and meaningfully in the celebration of life.”
Secondly, “We believe that theological
education should help in preparing Christians serve God through service in the
world. As such, theological education should start where the people are. It
should take on account the people’s desires and aspirations, their struggles,
and most of all, their needs. It should be able to understand the “hows, whys
and wherefores” of the people that it may be able to apply the Christian
message relevantly to the lives of the people, and the community wherein they
live. We believe that theological education can do this when it opens itself up
and enters into dialogue with the world – its cultures, ideologies and
religions.”
Thirdly, “Theological education should
promote a living involvement in the life situation of the people. Having
understood the hows, whys and wherefores of the people, it should seek to put
into practice such understanding in terms of involvement in actual life
situations of the community, participate in its struggles and become a motive
force in the shaping of history.”
Dr. Domingo Diel, Jr. asserted that
theological education must consider “the need of the church” and “the need of
the world.” The issue here is ‘relevant’ theological education in relation to
the church and the world today and tomorrow. The cry of the decade coming from
the so-called Third World Theologies is for “theological relevance.” Diel
warned that theological planning for the future should be aware of the danger
of “theological irrelevance.”
Ministry of Pastors
In
1977, a CPBC Work Plan was created. Rev. Edwin Lopez envisioned a program
called TICDA (Total Integrated Church Development Assistance). The program had
three component strategies:(1) TOMF –
(Training Operation Mass-Evangelism Follow-up), (2) SWEAT – (Steward Week Ender
Assist Technique), and (3) New Frontier Ministries.
The program
enabled CPBC to organize one congregation every 2 to 3 days within one year.
Also, the program was an attempt to lift up the economic condition of pastors
and church members. Rev. Moley Familiaran summed up the main focus of the
program: “…the thrust of this work plan is to work with people in discovering
sleeping assets in the form of interest and readiness to actively participate
in the total church work…to call and summon the potentials of its very own
members which have yet remained untouched and unused…this work plan rests upon
the basic suggestion that what the Convention should attempt is to help the
people of the churches realize that we are, in discipleship, called to become
fishers of men.When we realize this,
we multiply the number of evangelists, preachers and pastors…This is
actualizing the ‘priesthood of the believers’.”
Rev.
Apolonio Francia, CPBC Field Secretary in 1977, organized a “Management and
Planning Seminar,” which aim at gaining insight into the management and
operation of the church. The topics of the seminar included Management of a
local church, Planning Process, Duties of Church Officers, Christian Education,
Evangelism and Stewardship.
A “Special Minister” by the name of Rev.
Jaime Lasquite was sent to churches of Santa Fe, Guinberayan, Concepcion, Lanas
and Lindero in Romblon to assist in specific areas of service. Reports coming
from the churches were very encouraging.
Rev. Alfeo Tupas, CPBC Field Secretary,
also reported that the “Mga Alagad Kami” (MAK) trainings were conducted in
Negros. He visited 87 churches in his area and presented the Convention Work
Plan during Management and Planning Seminars.
In 1977, Rev. Sammie Formilleza,
Administrator of the Center for Education and Research (CER), reported that in
1976 the Center had conducted 18 workshops in Western Visayas with a total of
350 participants. The objective of the Center for Education and Research was
“to find out what people think about their own problems, to use dialogue as a
principal means of clarifying their ideas, to work with them in putting those
ideas into actions in their own way, in their own community to achieve what
they think and believe is a better way of life.” The following sectors were the
priorities of concern of the Center: Urban Poor (squatters), Wage Earners
(laborers), Fishermen, Peasants, and Rural Church Leaders. These sectors
comprised 80% of the whole West Visayas population. The Center also opened
three special projects for communities and churches, namely: Nutrition
Education Program, Agricultural Workers’ Cooperative and Health Education
Program. The success of the Center’s work with people from the marginal sectors
of the society was made possible because of the willingness of the people in
communities to do something about their oppressive and dehumanizing situations.
The year 1977 saw the strengthening of work
in Mindanao. In 1976 the leaders and ministers of the Minadanao CPBC churches
gathered in Mandih Baptist Church, Sindangan, Zamboanga del Norte and decided
to expand outside of the Zamboanga Peninsula with Ipil as the center of
operation. Subsequently, the program radiated from Ipil to three surrounding
cities of Dipolog, Pagadian, and Zamboanga. In 1978, the Mindanao Baptist
mission produced 12 congregations with 16 extensions.
A
pastor in Mindanao, Mark Cloma said, “For 32 years, I have been praying for a
Baptist of our kind to come here, and I am happy that now this is being
answered.” In 1978, Cloma implemented the Phase I and Phase II of the CPBC
Mindanao Project, training church members in evangelism and “operation
house-to-house visit.” (pages104-113).
The
CBMA 1983 - 2002
The
Search for Pastoral Identity
The
national crisis during this period made an impact on the lives of Philippine
Baptist pastors. The crisis situation pushed them to look deeper into their
identity and role as ministers of God in the context of the Philippine society.
This resulted to the re-examination of their perspective and thrust in pastoral
ministry.
Most
pastors became politicized and saw their role as a significant part in
effecting changes in a society with deep political turmoil and economic crisis.
The situation led the CBMA to re-evaluate its ministry and identity
In
1982, the CBMA assembled at Bakyas Evangelical Church and discussed the theme The
Minister vis-à-vis Innovation. There were three emphases in that assembly:
The Identity of the Philippine Baptist pastor; Their socio-economic problems,
and Their mission. They discussed issues related to “The Pastor in Personal
Dynamics;” “The Pastor in Crises Situation;” “The Theology of Money;” “New
Trends in Stewardship;” and “The Pastor in the Ever-widening Mission Patterns.”
As a result of this Assembly, on September
26, 1982, a group of nine CBMA members and officers from the different
provinces in Western Visayas voluntarily met and discussed the life situation
of the Association as a whole. After sharing experiences and realities existing
in the provincial and national level, they found out that (1) There was no
coordination among the circuit, provincial and national ministerial
Associations; (2) There was no common understanding of programs, structures,
orientations, and thrusts; and, (3) Corporate life was not strong.From these observations, an enlarged
consultation involving the CBMA Executive Committee and presidents of all
provincial and district Associations was set and a meeting was held on December
16-18, 1982.After three days and
nights of sharing and deliberation, a five-year program was formulated for
approval before the assembly in its annual institute in January 1983.
The CBMA proposed the Ministers Growth
and Development Plan. This was the premise of the proposal: “The challenges
of the different and varied ministries where the church of Jesus Christ is
called upon to participate is vast and growing and getting complicated. The
ministers struggle daily to respond creatively to problems faced by man – sin
it its varied forms – alienation forms – alienation from God, poverty, human
depravity, ignorance, superstition, greed, injustice, authoritarianism,
immorality, colonialism, and tortures and violation of human rights. These are
issues which the present ministers of Jesus Christ are daily confronted with
and therefore cannot close their eyes to if they will continue to serve as
light of the world and salt of the earth.”
The Ministers
Growth and Development Plan was conceived because “the Gospel of Jesus
Christ must be interpreted by the minister in the context of the need of the
people so that evangelism and church mission will not be stale but be receptive
and responsive to people’s real needs.”
The CBMA saw that Western thinking largely
influenced the Philippine Baptist pastors, thus, they had not fully developed a
theology they could call their own. There was a reflection that reactionary
theology should be checked while establishing a theological framework rooted in
biblical principles and Philippine culture. The CBMA thought that Philippine
Baptist pastors should have a theology that could continually confront rapid
changes in society and its fundamental truths could be applied any time in the
Philippine situation.
The five-year Ministers Growth and
Development Plan was divided in five phases, namely: (1) Structural changes
and improvements; (2) Re-orientation program; (3) Re-organization into interest
groups; (4) Continuing re-orientation; and (5) Further theological education
and special training and scholarships.
The
first phase, “Structural changes and improvements,” proposed that a committee
of Ministers for Development would be organized with the specific task of
planning, coordinating, and linking with different agencies to help in the
development of the ministers. It was also proposed that there should be a
democratic centralization of all ministers’ organizations. This means
unification of the program and organization of ministers. For instance, the
district ministers association would coordinate with the provincial ministers
association and with the CBMA. Furthermore, it was proposed that the ministers
should be represented as an organization in decision-making bodies and
committees within the CPBC, like having a representative in the Board of
Trustees, the Committee on Ministers’ Endowment, and the Committee on
Ministers’ Retirement.
The
second phase, “Re-orientation program,” was proposed because the developments
of the 1980’s in the different areas of life – social, economic, religious and
political – were largely affecting the ministers. Since the traditional concept
of the ministry could no longer meet the challenges and demands of the present
task, especially the outmoded concepts of the ministry brought from abroad,
“new methods, concepts, and techniques to enrich the minister’s experiences
were needed…and those outmoded be changed or discarded.”
The
elitist education of the ministers and the theology they gained from foreign
books and instructions must be continuously put to test with the real situation
to be relevant. Furthermore, in order for the re-orientation to be effective,
the minister must undergo a deep process of education which included human
values, development, re-study of prevailing economic and political system
affecting people’s lives, elements of Filipino theology, and the development of
people’s theology, born of the people’s hopes, dreams and aspirations. The CBMA
proposed an educational program to help widen the social consciousness of the
ministers, challenging parochial views, broadening outlooks, and deepening of
commitment in the service of the poor. It was also proposed that all graduates
and students of CPBC related theological institutions must undergo this
orientation before their graduation or before their membership to the CBMA.
The
content of the curriculum proposed were: (1) Theological concepts of
development (2) Evangelism (3) Mission of the church in the Philippine
situation (4) Elements of Filipino theology (5) History of the Philippines from
the viewpoint of the people (6) Structural analysis of society (7) Baptist
history (8) Wider ecumenical dialogue (9) Hermeneutics (10) Basic Bible
doctrines (11) Biblical theology and such other subjects that would widen the
perspective of the ministers.
The
third phase, “Re-organization (Re-Direction),” was proposed because communities
are called for the ministry relevant and responsive to the present needs and
problems. The yearly curriculum of the CBMA Institute would be restructured
according to the interest and field of specialization of the minister.
“Re-direction
of the ministers’ views and concepts” included ministry in the local church
setting and different institutions, organizations and community projects. A
pastor could bring his/her pastoral identity even in schools, hospitals,
business firms, factories, farming, community organizing, labor union, young
people’s group, ecumenical ministries, communications, and other fields where
the pastor is assimilated.
Furthermore,
the curriculum of the CBMA for the next five years included pastoral ministry
with emphasis on shepherding, pulpit and church management, counseling, church
administration, business management, theological education, research and
documentation, communication, youth, children, trade unionism and other specialized
ministry deemed needed.
The
fourth phase, “Further theological education and special training,” was
proposed since the CBMA members needed further theological education but had
little opportunity to avail of continuing education.
The
emphasis of further theological education should be carried through Theological
Education by Extension (TEE) wherein indigenous theology reflecting Philippine
realities should be developed. TEE should prepare pastors to specialize
training according to interest, and need of the local churches.
The CBMA believed
that the Ministers Growth and Development Plan would take a long
process. The January 1983 CBMA Assembly that tackled the theme Resuscitating
the Minister, however, laid the five-year program on the table. The CBMA President
said, “unfortunately, for various reasons, the Association felt that a restudy
of the program be made to suit the needs of the members in general.”
But then, the aim
of the CBMA was to encourage pastors, who were committed to the task and
calling of the Lord, to render a relevant, effective and inspired ministry to
the Convention churches, institutions and society.
Identity and
Mission
Pastor Rudy Acosta said that pastors have
an identity crisis: “In Africa there is black theology. People go back to their
experiences to reflect theologically. Sa aton kalabanan wala pa kalambot
sina…May crisis of identity kita. We don’t know what we are. We like
hamburger. Joke sang isa ka tawo, ‘Chinese have chopsticks, what about
Filipinos?’ What do we have? Kamot. Magpanghilamon kamot, magkaon kamot.
Wala kita nagdevelop tools. Nadala ini tubtub sa aton theological
endeavors.”
On August 29, 1983, Dr. Johnny V. Gumban
lectured on Contextual Filipino Theology: Toward a Filipino Theology and
The Emerging Filipino Theology. His theology in a Philippine context
included the affairs of the family, the church, the society, and God in
history. A Filipino Theology should be inclusive, as the act of God in history
is also inclusive. In 1984, Gumban wrote, “The church today is in the midst of
crisis. As members of the Christian Church we should not respond to this crisis
on the basis of our individual sentiment alone. It is only when we respond to
this crisis on the basis of our Christian faith that we can call that response
a part of our missionary task.”
Contextual theology greatly influenced the minds of
Philippine pastors. Pastors were concerned about practical questions in daily
life, the real situation of the people and how God could speak to that context.
“Culture and Christian spirituality are intertwined. One appears foreign and
unfamiliar without the other…A spirituality detached from culture develops a
(spiritual) life without meaning. A culture detached from spirituality develops
a (cultural) life without firm foundation.” Rev. Angelina Buensuceso,
Directress of CBBC in 1982, revised the curriculum of Convention Baptist Bible
College to include subjects like Sociology. “We believe that a pastor should
know the culture and situation where he/she is to work.”
The Christian faith must get involve in the crisis
situation of the society because the church does not exist in a vacuum but is
related to the society. Writing about the “Church in the Midst of Crisis,” Dr.
Domingo Diel, Jr., CPBC General Secretary in 1984 had this to say: “The
inter-relatedness of socio-economic and socio-political issues with morality
and the Christian faith should be by now a matter of concern for all of us. If
our Christian faith has nothing to say to such issues here and now, one
questions whether it is at all a Christian faith. The faith that has its source
from the Truth, Himself, even the Lord Jesus Christ cannot just leave people
and society to manipulators of reality and to the indoctrinated propagandists.
The crisis-situation today demands from our Christian faith answers that come
from a consensus of the Community of faith.”
Rev. Alfeo B. Tupas, Negros Kasapulanan
Minister and CPBC Field Secretary affirmed that the church was really in the
midst of crisis. “Let us only remind ourselves that the people of God both in
the Old and the New Testaments were most aggressive and fruitful in their
ministry when they were in crisis situations. We are now having our share of
these. Like our predecessors we can take these not as hindrances but as challenges
for a more triumphant and productive work on our part for our Lord.”
Rev. Amsil P.
Alubog challenged pastors and churches, “May we be able to conscienticize our
emotions, thoughts and will, so that we can gain a clearer stand and a stronger
force as we participate in the development of our society which is in a
‘crisis’. But above all, let us be aware, that behind these difficult moments,
the Almighty God still reigns and has a message to reveal. Let us be sensitive
to this!”
In 1985, Ronny
Luces, a student of the College of Theology made a theological reflection on
theology and action. He said that a seminarian must look deep into the context
of the Philippines because a seminarian does not operate in an empty space.“He operates in the society that is
historically situated and conditioned by the structure or system encompassing
it. He has a community with its population, lifestyle and culture.”
The society is
plagued with problems and manifestations of evil in the socio-economic and
political sphere not to mention moral degradation; the seminarian must do
something. The belief of Ronny Luces deserves a longer quotation. “The
seminarian being part and parcel of this society cannot alienate himself and
just stay in his ivory tower.He must
act and do something because of the mandate of Christ for him as a salt and
light of the earth.He cannot afford to
just stay idle and remain passive over what is going on.In the church where he is based and in the
society where he is operating are opportunities where he can manifest the
divine calling of God for him.Foremost
of this is the opportunity to educate his people regarding the realities that
are transpiring.Coupled with this, is
his prophetic role to denounce the evils that cause injustices, to expose and
oppose all forces of oppression and support the people’s struggle for change.
He must also organize with other seminarians and religious bodies to build a
strong ecumenical network and join forces with other sectors of the society.
This way he is actually taking the role of a salt. In his action in society, he
must ‘plunge in’ to the actual situation. This process is called integration
and Christ have done it when he incarnated in his people ‘being one of them.’
Through these he can have first hand experience about what it is like to be
struggling for a just cause of righteousness, truth and freedom not merely
theologizing it but putting it into practice.”
The CBMA of Today
In 1983, the CBMA
included in its objectives the following (1) To strengthen the CBMA leadership
or line of coordination among national, provincial and district associations;
(2) To have a unified grasp of CBMA directions and programs; and (3) To come up
with a long-range plan and curriculum for CBMA institutes. The CBMA Officers’
dream of having a long–range program adopted by the assembly was partly
realized after almost twenty years during the CBMA 2002 Assembly held at La
Carlota Evangelical Church.
Rev. Jerson
Narciso, the present CBMA President, told about the CBMA’s emphases in his
State of the CBMA Address. First, there is a need to overhaul present
leadership structure in order to make sense out of “our chaotic situation.”
Second, the present CBMA leadership is initiating important steps to strengthen
and improve self-reliance program thereby addressing, for instance, the
financial needs of low-income pastors. Third, there is a need to come up with a
more systematic and efficient theological education program in order to upgrade
and enhance pastor’s theological and pastoral training.
The CBMA in
assembly presented a ten-year plan and approved it during the business meeting.
The plan includes the Kabuhi sang Pastor (Buhay ng Pastor) Endowment
Program. The rationale of the Endowment Program states: “Philippine Baptist
pastors played a significant role in the life of Philippine Baptist Churches.
However, their efficiency is greatly hampered by the lack of resources to meet
the demands of their ministry as many of them still receive a monthly salary of
less than 1,000 pesos…A solid resource foundation could form the basis for a
continuous, effective, and efficient pastoral service for the churches.
Consequently, the churches will be strengthened as they do their share in
realizing the mission of Christ heading towards an abundant and meaningful
life.”
Pastor
Chita Naciongayo believes that “Low salary affects the personality of the
pastor. The pastor develops a personality that is withdrawn affecting his/her
decision-making ability. The ministry is held back because of this.” This Endowment
Program has more than 100,000.00 pesos in the bank and more pastors and church
members are committing themselves to support it.
Included
in the approved plan was the Master of Ministry Curriculum which should be
accredited by our seminaries. The proposed curriculum includes the following
subjects: (1) Social Analysis (2) Philippine Church History (3) Philosophy (4)
Church History (5) Church Administration and Management (6) Networking and
Solidarity (7) Community Organizing (8) Project Proposal and Feasibility
Studies (9) Contextual Theologies (10) Basic Accounting and Stewardship (11)
Computer and Globalization (12) Ecumenics, Missions, and Religions (13)
Systematic Theologies (14) National Situationer (15) Ecology and the Church
(16) Pastoral Ethics (17) Cross Cultural and Foreign Missions (18) Conflict
Resolution and Management.
The
implementation of the ten-year plan of the CBMA will be implemented through a
coordinated CBMA leadership structure, but still maintaining the local autonomy
of the Provincial Ministerial Associations.
Reflections
The
“social gospel,” which means the gospel encompassing the whole aspect of life
that influenced the theology of pastors in the 1920’s and 1930’s found its
offspring in the theology of pastors in the 1980’s. That fine thread continues
up to the present generation of Philippine Baptist pastors.
In
1935, even if the leadership structure of the Philippine Baptist mission was
Filipinized, whenever the American missionaries talked about money matters,
Filipino Baptist leaders kept silent because they felt that the Philippine
Baptist mission could not survive without foreign funding.
Presently, the
CBMA action on uplifting the socio-economic status of Baptist pastors is a step
towards independence in thinking and action, rather than being recipients of
the programs set by foreigners who are sending funds. Rev. Malvar Castillon,
the president of CBMA when it celebrated its Golden Anniversary in 1985, said,
“We have the desire to become financially stable. We are just beginning and
struggling for total independence when it comes to money matters and maturity
in leadership.”
Furthermore,
Baptist pastors could deepen their theology through the continuing theological
education program. Instead of depending on foreign theologies which are often
spiritualize and alien to the Philippine situation they could learn from these
theologies and develop a theology of their own conceived out of the struggle of
the Philippine people and God’s revelations through culture and situation in
the Philippines.
An
undertaking of this contextualized relevant theology rooted in the biblical
truths, in Philippine history and culture should be undertaken. For instance, a
contextual theology should incorporate Hiligaynon cultures. It should be
remembered that the early Philippine Baptist pastors used their own language,
that is Hiligaynon, in spreading the word of God. Thus, the Gospel was speaking
directly in a manner understandable to the people. The present theological
reflections of pastors should be geared towards rediscovering the culture,
language and experiences that God has endowed to the Philippine Baptist
pastors.
In the course of more than 100 years,
Baptist pastors have grown. During the early period, they were mainly “learning
by doing.” During the later period, there were at least three seminaries to
enable them to deepen their faith, commitment, wisdom, awareness and skills
which they could utilize in their varied and complicated ministries. Many of
them were also trained abroad especially in the United States and Europe.
Traditionally, the mission of the Baptist
pastor was mainly in the church and church related institutions. Only those who
had extensive church work could be ordained in the ministry.In the course of history, the mission of the
Baptist pastor moved out of the “four walls” of the church. The concern of many
pastors in the 1950s also included ministry in the society, especially in
politics and economics. The story of World War II guerrilla pastor named Lucso
and of other pastors like Rev. Elias Lapatha, Rev. Catalino Buensuceso, Rev.
Bello Cato, Pastor Remedios Vingno, Pastor Ruth Corvera, and recent pastors
like Samuel Antonio, Rev. Norberto Tabligan and Ronny Luces are examples.
Pastors’ contributions to the Baptist faith
in the Philippines include organizing and establishing of churches; educating
pastors and church members in particular and the society in general; leading
churches and church related organizations; and serving the churches as well as
communities where they are in, particularly in the work for social justice.
Yet Baptist
pastors are confronted with difficult to solve problems: (1) How to update
pastoral skills (e.g. Pastoral Resource Development) to meet the demands of the
growing churches and expanding ministry. (2) How to increase income (e.g.
Self-Reliance) to meet even the basic needs of pastors especially those working
in the rural areas. If the salary of the pastor is standardized, “even just to
the level of public school teachers, the seminary would get a share of
promising young people and eventually these young people will find their way to
the churches. While the winning of souls for Christ should be a top priority,
the caring for them cannot be set aside.” (3) How to strengthen unity and
coordination among pastors to ensure the much needed pastoral and other support
(e.g. Coordinated and United Ministerial Leadership and Services). The
resolution of these difficulties will surely increase the effectiveness and
efficiency of Baptist pastors as they serve churches, church related
institutions, and communties the name of the Lord of pastors, Jesus Christ.
Conclusion
This special paper has reconstructed a
history of the Philippine Baptist pastors from 1898 to 2002. The study
attempted to find out who the Philippine Baptist pastors were and highlighted
their significant contributions to the church and society. Their contributions
were reviewed from a Kaupod perspective using published and unpublished
documents as well as oral testimonies obtained from interviews and
questionnaires. The Manugbantalasang Kamatooran from 1925 to
1929, and 1935 provided significant data that were used to describe the
ministry of the early Baptist pastors. The souvenir programs of Annual
Assemblies of Kasapulanans and of the CPBC offered significant
information regarding the perspectives of pastors on certain issues in the
society and the church. The written reports included in the souvenir programs
enhanced the interpretation of important events in history. For example, it
provided the number of churches and pastors working during different periods of
time. Oral testimonies provided immense data that were not found in written
documents. For instance, the oral testimonies of pastors portrayed the ministry
of the Baptists during World War II, more specifically, in Negros churches.
The
data at hand significantly portrayed Baptist pastors from 1898 to 2002. The
author, however, felt that he was hampered by his own limitations since this is
his first attempt at writing a paper on history. Because of this, some gaps may
not have been filled in and some puzzles may not have been pieced together
sufficiently.
Based
on the perspective and data used by the author, the significant contributions
of the Philippine Baptist pastors in church and society, and the picture of
Philippine Baptist pastors from 1898 to 2002 can be seen through the following:
1) Reasons why they became pastors; 2) Their theology and understanding of the
ministry; 3) Political and ideological perspective; 4) Socio-economic status;
and 5) Their significant strengths and weaknesses that led to their present
predicament.
1) Reasons why they became pastors
During the early years, Baptist
converts decided to become pastors because they wanted to experience a more
meaningful life. There was a mounting opposition against Spanish colonialism
and Roman Catholicism. Their opposition led them to find ways to study
Christianity more seriously. The coming of American missionaries became an
opportunity so that they could read the Bible in their own language. By reading
the Bible they became more conscious of their Christian duty and felt that God
called them to become pastors. Those who decided to become pastors were not
only influenced by the gospel but also by the American culture introduced by
American missionaries. The American missionaries taught their converts that
Protestant Christianity is the “true” kind of Christianity, while Roman
Catholicism is the corrupted version. Many pastors of the next generations have
more or less the same testimony. Many decided to enter the full time ministry
because they felt called by God and were interested in reading the Bible. heir
calling and their circumstances became challenges in their Christian ministry
and eventually led them to evaluate themselves. In the process, they found out
that their contributions as pastors could do much in effecting changes both in
the church and in the society.
2) Their theology and understanding of the ministry
In the early years, Philippine Baptist
pastors used the three pronged pattern developed by the American missionaries –
preaching, teaching and healing, guided by the six Baptist principles. Over and
above these principles was the “heavenly mission” to led people to salvation in
Jesus Christ.
After a decade or two, their theology was
influenced largely by the “social gospel,” which means the implementation of
the gospel in all areas of human life. This led them to expand their ministry
to the society especially to the poor people. For instance, the Escuela
Dominikal of 1935 emphasized that the responsibilities of a Christian
included helping the poor and proclaiming justice in the society. Moreover,
Christians should strive to create a good environment in order to convince
people within that environment to become good Christians.
The “God’s plan for the ages,” a
premillenial understanding of the gospel influenced many pastors. This was
largely spread in evangelistic meetings and debates. But during the martial law
years, the ministry of pastors integrated a program for social justice and
transformation. To some extent, pastors believed that salvation is not only
liberation from spiritual sin but also liberation from evil structures in
realizing people’s potentials before God and humankind. Their ministry extended
outside the “Four Corners” of the church. Some of them called it “The other
side of ministry.” They engaged in family ministries, ministry for the urban
poor and victims of human rights abuses, and “theologizing” along the streets.
These experiences eventually led them to develop a contextual theology. They
attempted to come up with a Filipino theology that considers the struggles and
experiences of the Philippine people. This contextual theology aims at
establishing a theological framework rooted in biblical principles, Philippine
culture, and context.
The Philippine Baptist pastors described
their role as a shepherd, a teacher, a preacher, a manager and a leader. The
shepherd has a ministry of presence in caring for the sick, seeking those who
strayed, watching out for his/her members’ souls, visiting his/her members
continually. The pastor as a teacher faithfully teaches his/her members the
Baptist faith and its context. The Pastor aims to make his/her members light
and salt of the world. Moreover, the pastor is a preacher. He/she preaches
boldly the message of salvation in Jesus Christ. The pastor is a manager making
plans and organizing his/her people. He/she manages his/her own family as well.
Furthermore, the pastor is a leader. He/she leads his/her members to abundant
life, and follows the footsteps of Jesus Christ, the great shepherd.
3) Political and ideological perspective
To a certain extent, Philippine
Baptist pastors have nationalist tendencies.This political perspective is like a fine thread linking many pastors
from 1898 to the present. During the Spanish colonial rule people joined the
fight for freedom and independence from a colonial system that exploited them.
Many Baptist pastors were former revolutionaries who joined the people in their
struggle to achieve independence. But when the American missionaries came,
these revolutionaries welcomed the Americans. They felt that the kind of
Christianity brought by the American missionaries was convincing and could
effect better changes that they sought. Moreover, it was because of the
American missionaries that they were able to read the Bible in their own
language. Later on, many Baptist pastors participated in the quest to change
the leadership structure of the Baptist Mission in the Philippines. They felt
that Baptist churches could do better if the leadership would be “Filipinized.”
Thus, they struggled for self-hood that eventually led to the Filipinization of
CPBC.
During World War
II, many Baptist pastors got involved in the guerilla movement to fight their
enemies. Joining the guerilla movement was seen as part of the expression of
their Christian faith. They gave information to the guerillas on the movements
of the enemies. They also treated the wounded and provided shelter to the
victims of war.
The martial law
years saw a great deal of pastors becoming politicized and doing theology in
the streets. Many pastors joined rallies, formed organizations, wrote protest
statements, or joined the underground movement that aimed at toppling a corrupt
system. Their role as a shepherd was expressed in fighting the “wolves”
attacking and abusing their sheep. Many of the present generation of Baptist
pastors, aware of the national issues that affect the situation of their church
members, also engaged themselves in the ministry for social transformation.
4) Socio-economic status
Majority of the early Baptist pastors
were poor peasants living in Western Visayas largely because of the
exploitation perpetuated by Spanish colonialism. The people had not yet
recovered from more than three hundred years of Spanish colonialism when the
Philippine-American War broke out. It further aggravated their poor economic
condition. Most of the early Baptist pastors were farmers and skilled workers
from the rural areas. Some of them worked as carriage makers and cocheros.
Those who were in the educated class were hacienda owners and professionals
working in government institutions. When the Baptist mission begun its
Filipinization in 1935, the economic situation of Baptist pastors did not
improve and the practice of requesting for foreign funding continued.
During World War
II, the Japanese exploited the Philippines for Japan’s war needs. In spite of
the bleak economic situation, Baptist pastors continued with their church
ministry. They held conferences, worship services and Bible studies.
Economically, they were self-reliant because there was no foreign assistance
that came from the American missionaries. But after the war, they continued their
practice of requesting for foreign assistance.
During martial
law, Baptist pastors felt the need to be economically self-reliant. The
economic crisis that hit the country during this period did not deter them to
find ways and means to support themselves financially. They saw that the
attitude of“always asking for money”
from the foreigners hampered their decision-making ability as well as their
thinking. This led them to conceive plans for the standardization of pastors’
salary. They launched programs to help pastors become economically stable.
Presently, the
CBMA initiated an endowment program to assist pastors in their financial
difficulties. The CBMA believes that in making the pastors economically
self-reliant, they can enhance their pastoral ministry.
5) Significant strengths and weaknesses
leading to their present predicament
In the early years, their significant
strength can be found in their commitment to the pastoral ministry. They
believed that they were doing the will of God. Although their theological
education at the start was only “learning by doing,” their faith led them to be
involved in translating the Bible into Hiligaynon; in organizing people; in
distributing the gospel and other religious tracts; in preaching; in studying
the Bible; and in going to far-flung areas where no American missionaries have
gone. What hampered the development of the early Baptist pastors was their
attitude of dependency upon the American missionaries. This kind of attitude
developed as the American missionaries supported them financially, morally and
intellectually. Moreover, the American missionaries trained them partly to
become “assistants” or “helpers.” Thus, to some extent, their mentality became
dependent on the ideas and perspectives of the Americans. For instance, they
believed that the American way of life goes hand in hand with Bptist
Christianity; and their perspective in ministry was limited to a “heavenly
mission” - to make people accept Christ so that they will go to heaven.
Economically, some of them started in the ministry without getting any help
from the American missionaries. They supported themselves through their farms
and from the income of their members. In the course of time, the ministry of
the Philippine Baptists relied more and more on foreign support. Moreover many
missionaries saw that the Philippine Baptist mission was an extension of the
American Baptist mission. The mentality of certain American missionaries that
they were here as “missionaries for life” reinforced the thought that they had
no plan to relinquish the Philippine Baptist mission to Philippine Baptist
leaders. Eventually, the theological thinking as well as the economic status of
the early Philippine Baptist pastors became dependent upon the “dependency
system” established by the American missionaries.
The
status, however, did not deter the pioneering pastors to continue with their
ministry, and in the process their nationalist tendencies were awakened. Many
pastors believed that the Christian mission will flourish as they struggle to
find their own identity, and the status of being dependent could weaken their
commitment. Thus, they struggled for self-hood and for the Filipinization of
the Baptist mission in the Philippines. With the backing of the local churches,
they organized the Western Visayas Convention that eventually led to the
creation of the Convention of Philippine Baptist Churches. Although the
Filipinization process begun, the Philippine Baptists were far from being
self-reliant. Most of their funds still came from abroad.
Theologically,
their “heavenly mission” expanded to include the ministry for social justice –
helping the poor and providing an environment wherein people can become good
Christians. This was a significant step in the search for their own
identity– economically and
theologically.
The
leadership of the Philippine Baptist pastors was tested during World War II.
Without the assistance of the American missionaries they continued fulfilling
their roles as pastors. Financially, Baptist pastors became self-reliant. The
churches did not cease to continue but rather they found strength amidst the
turmoil of war and carried on worship services in areas where they evacuated.
They have proven that they could stand on their own - in leadership and
financial matters. To some extent, however, many pastors have not learned from
these important experiences on self-reliance. When the war ended, the American
missionaries proceeded to take up the cudgels of leadership.
During
the martial law years, many pastors involved themselves in the “other side” of
the Christian ministry. Their task extended outside of the church. Many of them
became “activists” and participated in community organizing, in teaching the
people about health, in family planning and in fighting against human rights
abuses. Some joined the underground movement and other groups aimed at toppling
the Marcos dictatorship. The nationalist tendencies of pastors seen during the
early years and during World War II found its offspring during martial law. For
instance, in 1983, the CBMA theme, Resuscitating the Minister,aimed
at re-examining the theological position of pastors which was largely
influenced by Western thought; and re-evaluating their identity as Baptist
pastors ministering in the Philippine context. To some extent, the ministers
were “resuscitated” and they found themselves once again asking questions like,
“How to make the gospel relevant to the Philippine people?” “How can we respond
to a situation that tramples human dignity?” and “Who are we as Baptist pastors
in a local setting?” Moreover, they engaged themselves in developing a
contextual theology, particularly, Filipino theology rooted in the Bible and
the Philippine culture.
After two
decades, the pastors in their CBMA annual assembly discussed the theme Revisiting
Faith Resources. In revisiting their faith resources, they remembered their
treasures that have been buried. In doing so, they found out that their
strength lies in themselves, in tapping their own God-given resources and in
doing something to make them more available to their fellow ministers and the
churches.
Moreover, they
found out that two of their significant weaknesses were their tendencies to
rely on foreign funding for their planned programs and to depend on foreign
theologies which were to a certain extent alien to the Philippine context. In
revisiting their resources they thought there is still a larger space on which
they could stand on their own. Many realized too that they should not remain in
the receiving end but rather they should also struggle to shift from the
position of a receiver to the position of a giver.
They decided to
push through a three faceted program so as to deeply understand their identity
as Philippine Baptist pastors. They launched the Kabuhi sang Pastor Endowment
Program aiming at improving the economic provision of pastors, to strengthen
their pastoral ministry. If they are self-reliant they could also think
independently. The second facet was the continuing theological education for
pastors. The CBMA would like to offer courses during seminars that would be
credited leading to a Master of Ministry degree. Among others, this facet aim
at developing a Filipino theology – an attempt already started by many pastors
two decades ago. This contextual theology would be based on the experiences and
struggles of the Philippine people as they reflect on their Christian faith and
the revelation of God in their own context. The third facet hoped to strengthen
the system of leadership of the CBMA so that its envisioned program could be
implemented effectively. All in all, these three facets were seen necessary to
help Baptist pastors in their continuing search for identity and self-reliance.
The
strength and weakness of Philippine Baptist pastors revolved around the issue
of independence and dependence. The dependence from foreign support and
theology made them docile pastors whose theology tends towards reaction and
reinforced colonial mentality. There were times, however, when Philippine
Baptist pastors were left to themselves and became independent, i.e., during
World War II.
On the whole,
this study showed that Philippine Baptist pastors have significantly
contributed to the formation and growth of local Baptist churches in the
Philippines; to the education of church members to become good Christians and
to the realization of social justice for all.
Moreover, this study asserts that
Philippine Baptist pastors have more space to stand on their own. This is a
significant strength that could be translated into action, encouraging them to
continue the search for ways and means toward self-reliance and
self-determination, theologically and materially, for the sake of their active
and qualitative participation in the realization of the mission of Jesus
Christ.
[1]Excerpts
from Francis Neil G. Jalando-on, A Portrait of a Philippine Baptist Pastor
1898 – 2002. A Special Paper presented to the Faculty of the School of
Graduate Studies, Central Philippine University in partial fulfilment of the
requirements for the degree Master of Divinity in Pastoral Ministry, 2002. This
article was published in the book Managing Faith Resources, N. Bunda, R.
Faulan, F.N. Jalando-on, J. Narciso, 2003. | 3.515625 | 4 | [
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---
author:
- 'Lihi Shiloh-Perl and Raja Giryes'
bibliography:
- 'refs.bib'
title: Introduction to deep learning
---
General overview {#sec:basic_overview}
================
Neural Networks (NN) have revolutionized the modern day-to-day life. Their significant impact is present even in our most basic actions, such as ordering products on-line via Amazon’s Alexa or passing the time with on-line video games against computer agents. The NN effect is evident in many more occasions, for example, in medical imaging NNs are utilized for lesion detection and segmentation [@Greenspan2016; @ben2016fully], and tasks such as text-to-speech [@gibiansky2017deep; @Sotelo2017Char2WavES] and text-to-image [@Reed_text2image2016] have remarkable improvements thanks to this technology. In addition, the advancements they have caused in fields such as natural language processing (NLP) [@devlin2018pretraining; @yang2019xlnet_arxiv; @liu2020roberta], optics [@Shiloh19Efficient; @Haim18Depth], image processing [@Schwartz19DeepISP; @Yang19Deep] and computer vision (CV) [@chen2018encoder; @gao2018reconet] are astonishing, creating a leap forward in technology such as autonomous driving [@chen2019progressive; @Ma2019CVPR], face recognition [@facenet; @CosFace; @ArcFace], anomaly detection [@Kwon2019], text understanding [@kadlec2016text] and art [@gatys2016image; @johnson2016perceptual], to name a few. Its influence is powerful and is continuing to grow.
The NN journey began in the mid 1960’s with the publication of the Perceptron [@Rosenblatt58theperceptron]. Its development was motivated by the formulation of the human neuron activity [@McCulloch1943] and research regarding the human visual perception [@hubel:single]. However, quite quickly, a deceleration in the field was experienced, which lasted for almost three decades. This was mainly the result of lack of theory with respect to the possibility of training the (single-layer) perceptron and a series of theoretical results that emphasized its limitations, where the most remarkable one is its inability to learn the XOR function [@minsky69perceptrons].
This *NN ice age* came to a halt in the mid 1980’s, mainly with the introduction of the multi-layer perceptron (MLP) and the backpropagation algorithm [@Rumelhart:1986]. Furthermore, the revolutionary convolutional layer was presented [@Lecun98gradient], where one of its notable achievements was successfully recognizing hand-written digits [@LeCun1990].
While some other significant developments have happened in the following decade, such as the development of the long-short memory machine (LSTM) [@Hochreiter1997], the field experienced another deceleration. Questions were arising with no adequate answers especially with respect to the non-convex nature of the used optimization objectives, overfitting the training data, and the challenge of vanishing gradients. These difficulties led to a second *NN winter*, which lasted two decades. In the meantime, classical machine learning techniques were developed and attracted much academic and industry attention. One of the prominent algorithms was the newly proposed Support Vector Machine (SVM) [@cristianini2000], which defined a convex optimization problem with a clear mathematical interpretation [@Vapnik1995SVM]. These properties increased its popularity and usage in various applications.
The $21^\text{st}$ century began with some advancements in neural networks in the areas of speech processing and Natural Language Processing (NLP). Hinton *et al.* [@Hinton2006] proposed a method for layer-wise initial training of neural networks, which leveraged some of the challenges in training networks with several layers. However, the great NN *tsunami* truly hit the field with the publication of *AlexNet* in 2012 [@AlexNet]. In this paper, Krizhevsky *et al.* presented a neural network that achieved state-of-the-art performance on the ImageNet [@Deng09] challenge, where the goal is to classify images into 1000 categories using 1.2 Million images for training and 150000 images for testing. The improvement over the runner-up, which relied on hand crafted features and one of the best classification techniques of that time, was notable - more than $10\%$. This caused the whole research community to understand that neural networks are way more powerful than what was thought and they bear a great potential for many applications. This led to a myriad of research works that applied NNs for various fields showing their great advantage.
Nowadays, it is safe to say that almost every research field has been affected by this NN *tsunami* wave, experiencing significant improvements in abilities and performance. Many of the tools used today are very similar to the ones used in the previous phase of NN. Indeed, some new regularization techniques such as batch-normalization [@IoffeS15] and dropout [@Srivastava2014] have been proposed. Yet, the key-enablers for the current success is the large amounts of data available today that are essential for large NN training, and the developments in GPU computations that accelerate the training time significantly (sometimes even leading to $\times 100$ speed-up compared to training on a conventional CPU). The advantages of NN is remarkable especially at large scales. Thus, having large amounts of data and the appropriate hardware to process them, is vital for their success.
A major example of a tool that did not exist before is the Generative Adversarial Network (GAN [@GANs]). In 2014, Goodfellow *et al.* published this novel framework for learning data distribution. The framework is composed of two models, a generator and a discriminator, trained as adversaries. The generator is trained to capture the data distribution, while the discriminator is trained to differentiate between generated (“fake”) data and real data. The goal is to let the generator synthesize data, which the discriminator fails to discriminate from the real one. The GAN architecture is used in more and more applications since its introduction in 2014. One such application is the rendering of real scene images were GANs have proved very successful [@Gatys2016ImageST; @Zhu2017UnpairedIT]. For example, Brock *et al.* introduced the BigGAN [@Brock2018] architecture that exhibited impressive results in creating high-resolution images, shown in Fig. \[fig:BigGAN\_example1\]. While most GAN techniques learn from a set of images, recently it has been successfully demonstrated that one may even train a GAN just using one image [@Shaham_2019_ICCV]. Other GAN application include inpainting [@Liu_2018_ECCV; @Yu_2019_ICCV], retargeting [@Shocher_2019_ICCV], 3D modeling [@Guibas18], semi-supervised learning [@vanEngelen2019], domain adaptation [@CyCADA2018] and more.
![Class-conditional samples generated by a GAN, [@Brock2018].[]{data-label="fig:BigGAN_example1"}](pics/BigGAN_example1.png){width="75.00000%"}
While neural networks are very successful, the theoretical understanding behind them is still missing. In this respect, there are research efforts that try to provide a mathematical formulation that explains various aspects of NN. For example, they study NN properties such as their optimization [@sun2019optimization], generalization [@Jakubovitz2019] and expressive power [@Safran19Depth; @ongie2020a].
The rest of the chapter is organized as follows. In Section \[sec:basic\_structure\] the basic structure of a NN is described, followed by details regarding popular loss functions and metric learning techniques used today (Section \[sec:LF\]). We continue with an introduction to the NN training process in Section \[sec:training\], including a mathematical derivation of backpropagation and training considerations. Section \[sec:optimizers\] elaborates on the different optimizers used during training, after which Section \[sec:regularizations\] presents a review of common regularization schemes. Section \[sec:architectures\] details advanced NN architecture with state-of-the-art performances and Section \[sec:summary\] concludes the chapter by highlighting some current important NN challenges.
Basic NN structure {#sec:basic_structure}
==================
The basic building block of a NN consists of a linear operation followed by a non-linear function. Each building block consists of a set of parameters, termed weights and biases (sometimes the term weights includes also the biases), that are updated in the training process with the goal of minimizing a pre-defined loss function.
Assume an input data $\mathbf{x}\in \mathbb{R}^{d_0}$, the output of the building block is of the form , where $\psi(\cdot )$ is a non-linear function, $\mathbf{W}\in \mathbb{R}^{d_1 \times d_0}$ is the linear operation and $\mathbf{b}\in \mathbb{R}^{d_1}$ is the bias. See Fig. \[fig:building\_block\] for an illustration of a single building block.
![NN building block consists of a linear and a non-linear elements. The weights $\mathbf{W}$ and biases $\mathbf{b}$ are the parameters of the layer.[]{data-label="fig:building_block"}](pics/building_block.png){width="50.00000%"}
![NN layered structure: concatenation of $N$ building blocks, e.g., model layers.[]{data-label="fig:NN_illustraion"}](pics/NN_illustraion.png){width="\textwidth"}
To form an NN model, such building blocks are concatenated one to another in a layered structure that allows the input data to be gradually processed as it propagates through the network. Such a process is termed the (feed-)forward pass. Following it, during training, a backpropagation process is used to update the NN parameters, as elaborated in Section \[subsec:backprop\]. In inference time, only the forward pass is used.
Fig. \[fig:NN\_illustraion\] illustrates the concatenation of $K$ building blocks, e.g., layers. The intermediate output at the end of the model (before the “task driven block”) is termed the *network embedding* and it is formulated as follows: $$\resizebox{.92 \textwidth}{!}{$
\Phi(\mathbf{x},\mathbf{W}^{(1)},...,\mathbf{W}^{(K)},\mathbf{b}^{(1)},...,\mathbf{b}^{(K)})=\psi(\mathbf{W}^{(K)}...\psi(\mathbf{W}^{(2)}\psi(\mathbf{W}^{(1)}\mathbf{x}+\mathbf{b}^{(1)})+\mathbf{b}^{(2)})...+\mathbf{b}^{(K)}).
$}$$ The final output (prediction) of the network is estimated from the network embedding of the input data using an additional task driven layer. A popular example is the case of classifications, where this block is usually a linear operation followed by the *cross-entropy* loss function (detailed in Section \[sec:LF\]).
When approaching the analysis of data with varying length, such as sequential data, a variant of the aforementioned approach is used. A very popular example for such a neural network structure is the Recurrent Neural Network (RNN [@Jain1999RNN]). In a vanilla RNN model, the network receives at each time step just a single input but with a feedback loop calculated using the result of the same network in the previous time-step (see an illustration in Fig. \[fig:RNN\]). This enables the network to “remember” information and support multiple inputs and producing one or more outputs.
More complex RNN structures include performing bi-directional calculations or adding gating to the feedback and the input received by the network. The most known complex RNN architecture is the Long-Term-Short-Memory (LSTM) [@Hochreiter1997; @gers1999learning], which adds gates to the RNN. These gates decide what information from the current input and the past will be used to calculate the output and the next feedback, as well as what information to mask (i.e., causing the network to forget). This enables an easier combination of past and present information. It is commonly used for time-series data in domains such as NLP and speech processing.
![Recurrent NN (RNN) illustration for time series data. The feedback loop introduces time dependent characteristics to the NN model using an element-wise function. The weights are the same along all time steps.[]{data-label="fig:RNN"}](pics/RNN_series.png){width="35.00000%"}
Another common network structure is the *Encoder-Decoder* architecture. The first part of the model, the encoder, reduces the dimensions of the input to a compact feature vector. This vector functions as the input to the second part of the model, the decoder. The decoder increases its dimension, usually, back to the original input size. This architecture essentially learns to compress (encode) the input to an efficiently small vector and then decode the information from its compact representation. In the context of regular feedforward NN, this model is known as autoencoder [@sonderby2016ladder] and is used for several tasks such as image denoising [@Remez18Class], image captioning [@Vinyals2015Show], feature extraction [@vincent2008extracting] and segmentation [@atlason2019unsupervised]. In the context of sequential data, it is used for tasks such as translation, where the decoder generates a translated sentence from a vector representing the input sentence [@Sutskever14Seq2Seq; @cho-etal-2014-properties].
Common linear layers {#sec:layers}
--------------------
A common basic NN building block is the Fully Connected (FC) layer. A network composed of a concatenation of such layers is termed Multi-Layer Perceptron (MLP) [@Ruck1990]. The FC layer connects every neuron in one layer to every neuron in the following layer, i.e. the matrix $\mathbf{W}$ is dense. It enables information propagation from all neurons to all the ones following them. However it may not maintain spatial information. Figure \[fig:MLP\] illustrates a network with FC layers.
![Fully-connected layers.[]{data-label="fig:MLP"}](pics/MLP.png){width="50.00000%"}
The convolutional layer [@LeCun1989; @Lecun98gradient] is another very common layer. We discuss here the 2D case, where the extension to other dimension is straight-forward. This layer applies one or multiple convolution filters to its input with kernels of size $W\times H$. The output of the convolution layer is commonly termed a *feature map*.
Each neuron in a feature map receives inputs from a set of neurons from the previous layer, located in a small neighborhood defined by the kernel size. If we apply this relationship recursively, we can find the part of the input that affects each neuron at a given layer, i.e., the area of visible context that each neuron sees from the input. The size of this part is called the *receptive field*. It impacts the type and size of visual features each convolution layer may extract, such as edges, corners and even patterns. Since convolution operations maintain spatial information and are translation equivariant, they are very useful, namely, in image processing and CV.
If the input to a convolution layer has some arbitrary third dimension, for example 3-channels in an RGB image ($C=3$) or some $C>1$ channels from an output of a hidden layer in the model, the kernel of the matching convolution layer should be of size $W\times H\times C$. This corresponds to applying a different convolution for each input channel separately, and then summing the outputs to create one feature map. The convolution layer may create a multi-channel feature map by applying multiple filters to the input, i.e., using a kernel of size , where $C_\text{in}$ and $C_\text{out}$ are the number of channels at the input and output of the layer respectively.
Common non-linear functions {#sec:AF}
---------------------------
The non-linear functions defined for each layer are of great interest since they introduce the non-linear property to the model and can limit the propagating gradient from vanishing or exploding (see Section \[sec:training\]).
Non-linear functions that are applied element-wise are known as *activation functions*. Common activation functions are the Rectified Linear Unit (ReLU [@Dahl13]), leaky ReLU [@Xu15], Exponential Linear Unit (ELU) [@ELU15], hyperbolic tangent (tanh) and sigmoid. There is no universal rule for choosing a specific activation function, however, ReLUs and ELUs are currently more popular for image processing and CV while sigmoid and tanh are more common in speech and NLP. Fig. \[fig:activation\_funcs\] presents the response of the different activation functions and Table \[table:activation\_functions\] their mathematical formulation.
![Different activation functions. Leaky ReLU with $\alpha=0.1$, ELU with $\alpha=1$.[]{data-label="fig:activation_funcs"}](pics/activation_functions.jpg){width="65.00000%"}
[|c|c|c|c|]{}
------------------------------------------------------------------------
------------------------------------------------------------------------
Function & Formulation $s(x)$ & Derivative $\frac{ds(x)}{dx}$ & Function output range\
------------------------------------------------------------------------
------------------------------------------------------------------------
ReLU& $\begin{cases}
0, & \text{for } x<0\\
x, & \text{for } x\geq 0
\end{cases}$ & $\begin{cases}
0, & \text{for } x<0\\
1, & \text{for } x\geq 0
\end{cases}$ & $[0,\infty )$\
------------------------------------------------------------------------
------------------------------------------------------------------------
Leaky ReLU& $\begin{cases}
\alpha x, & \text{for } x<0\\
x, & \text{for } x\geq 0
\end{cases}$ & $\begin{cases}
\alpha, & \text{for } x<0\\
1, & \text{for } x\geq 0
\end{cases}$& $(-\infty ,\infty )$\
------------------------------------------------------------------------
------------------------------------------------------------------------
ELU& $\begin{cases}
\alpha(\mathrm{e}^{x}-1), & \text{for } x<0\\
x, & \text{for } x\geq 0
\end{cases}$& $\begin{cases}
\alpha \mathrm{e}^{x}, & \text{for } x<0\\
1, & \text{for } x\geq 0
\end{cases}$& $[-\alpha ,\infty )$\
------------------------------------------------------------------------
------------------------------------------------------------------------
Sigmoid& $\frac{1}{1+\mathrm{e}^{-x}}$ & $\frac{\mathrm{e}^{-x}}{(1+\mathrm{e}^{-x})^2}$ & $(0,1)$\
------------------------------------------------------------------------
------------------------------------------------------------------------
tanh& $\tanh(x)=\frac{\mathrm{e}^{2x}-1}{\mathrm{e}^{2x}+1}$ & $1-\tanh^2(x)$& $(-1,1)$\
Another common non-linear operations in a NN model are the *pooling* functions. They are aggregation operations that reduce dimensionality while keeping dominant features. Assume a pooling size of $q$ and an input vector to a hidden layer of size $d$, $\mathbf{z}=[z_1,z_1,...,z_d]$. For every $m\in[1,d]$, the subset of the input vector $\mathbf{\tilde{z}}=[z_m,z_{m+1},...,z_{q+m}]$ may undergo one of the following popular pooling operations:
1. Max pooling: $g(\mathbf{\tilde{z}})=\max_i \mathbf{\tilde{z}}$
2. Mean pooling: $g(\mathbf{\tilde{z}})=\frac{1}{q}\sum_{i=m}^{q+m}z_i$
3. $\ell _p$ pooling: $g(\mathbf{\tilde{z}})=\sqrt[p]{\sum_{i=m}^{q+m} z^p_i}$
All pooling operations are characterized by a stride, $s$, that effectively defines the output dimensions. Applying pooling with a stride $s$, is equivalent to applying the pooling with no stride (i.e., $s=1$) and then sub-sampling by a factor of $s$. It is common to add zero padding to $\mathbf{z}$ such that its length is divisible by $s$.
Another very common non-linear function is the *softmax*, which normalizes vectors into probabilities. The output of the model, the embedding, may undergo an additional linear layer to transform it to a vector of size $1 \times N$, termed *logits*, where $N$ is the number of classes. The logits, here denoted as $\mathbf{v}$, are the input to the softmax operation defined as follows: $$\label{eq:softmax}
\text{softmax}(v_i)=\frac{\mathrm{e}^{v_i}}{\sum_{j=1}^{N}\mathrm{e}^{v_j}}, ~~~~~ i\in[1,...,N].$$
Loss functions {#sec:LF}
==============
Defining the loss function of the model, denoted as $\mathcal{L}$, is critical and usually chosen based on the characteristics of the dataset and the task at hand. Though datasets can vary, tasks performed by NN models can be divided into two coarse groups: (1) regression tasks and (2) classification tasks.
A [*regression*]{} problem aims at approximating a mapping function from input variables to a continuous output variable(s). For NN tasks, the output of the network should predict a continues value of interest. Common NN regression problems include image denoising [@zhang2017beyond], deblurring [@nah2017deep], inpainting [@yang2017high] and more. In these tasks, it is common to use the Mean Squared Error (MSE), Structural SIMilarity (SSIM) or $\ell_1$ loss as the loss function. The MSE ($\ell_2$ error) imposes a larger penalty for larger errors, compared to the $\ell_1$ error which is more robust to outliers in the data. The SSIM, and its multiscale version [@Zhao2017LossFF], help improving the perceptual quality.
In the [*classification*]{} task, the goal is to identify the correct class of a given sample from pre-defined $N$ classes. A common loss function for such tasks is the *cross-entropy* loss. It is implemented based on a normalized vector of probabilities corresponding to a list of potential outcomes. This normalized vector is calculated by the softmax non-linear function (Eq. ). The cross-entropy loss is defined as: $$\label{eq:cross-entropy}
\mathcal{L}_{CE}=-\sum_{i=1}^{N}y_i\log(p_i),$$ where $y_i$ is the ground-truth probability (the label) of the input to belong to class $i$ and $p_i$ is the model prediction score for this class. The label is usually binary, i.e., it contains $1$ in a single index (corresponding to the true class). This type of representation is known as *one-hot encoding*. The class is predicted in the network by selecting the largest probability and the log-loss is used to increase this probability.
Notice that a network may provide multiple outputs per input data-point. For example, in the problem of image semantic segmentation, the network predicts a class for each pixel in the image. In the task of object detection, the network outputs a list of objects, where each is defined by a bounding box (found using a regression loss) and a class (found using a classification loss). Section \[subsec:detection\_segmentation\] details these different tasks. Since in some problems, the labelled data are imbalanced, one may use weighted softmax (that weigh less frequent classes) or the focal loss [@lin2017focal].
Metric Learning
---------------
An interesting property of the log-loss function used for classification is that it implicitly cluster classes in the network embedding space during training. However, for a clustering task, these vanilla distance criteria often produce unsatisfactory performance as different class clusters can be positioned closely in the embedding space and may cause miss-classification for samples that do not reside in the specific training set distribution.
Therefore, different metric learning techniques have been developed to produce an embedding space that brings closer intra-class samples and increases inter-class distances. This results in better accuracy and robustness of the network. It allows the network to be able to distinguish between two data samples if they are from the same class or not, just by comparing their embeddings, even if their classes have not been present at training time.
Metric learning is very useful for tasks such as face recognition and identification, where the number of subjects to be tested are not known at training time and new identities that were not present during training should also be identified/recognized (e.g., given two images the network should decide whether these correspond to the same or different persons).
An example for a popular metric loss is the *triplet loss* [@facenet]. It enforces a margin between instances of the same class and other classes in the embedding feature space. This approach increases performance accuracy and robustness due to the large separation between class clusters in the embedding space. The triplet loss can be used in various tasks, namely detection, classification, recognition and other tasks of unknown number of classes.
In this approach, three instances are used in each training step $i$: an anchor $\mathbf{x}_i^a$, another instance $\mathbf{x}_i^p$ from the same class of the anchor (positive sample), and a sample $\mathbf{x}_i^n$ from a different class (negative class). They are required to obey the following inequality: $$\left\Vert \Phi(\mathbf{x}_i^a)-\Phi(\mathbf{x}_i^p) \right\Vert_2^2+\alpha<\left\Vert \Phi(\mathbf{x}_i^a)-\Phi(\mathbf{x}_i^n)\right\Vert_2^2,$$ where $\alpha<0$ enforces the wanted margin from other classes. Thus, the triplet loss is defined by: $$\mathcal{L}=\sum_i\left\Vert \Phi(\mathbf{x}_i^a)-\Phi(\mathbf{x}_i^p)\right\Vert_2^2-\left\Vert \Phi(\mathbf{x}_i^a)-\Phi(\mathbf{x}_i^n)\right\Vert_2^2+\alpha.$$
Fig. \[fig:triplet\] presents a schematic illustration of the triplet loss influence on samples in the embedding space. This illustration also exhibits a specific triplet example, where the positive examples are relatively far from the anchor while negative examples are relatively near the anchor. Finding such examples that violate the triplet condition is desirable during training. They may be found by on-line or off-line searches known as *hard negative mining*. A preprocessing of the instances in the embedding space is performed to find violating examples for training the network.
Finding the “best” instances for training can, evidently, aid in achieving improved convergence. However, searching for them is often time consuming and therefore alternative techniques are being explored.
![Triplet loss: minimizes the distance between two similar class examples (anchor and positive), and maximizes the distance between two different class examples (anchor and negative).[]{data-label="fig:triplet"}](pics/triplet.png){width="60.00000%"}
An intriguing metric learning approach relies on ’classification’-type loss functions, where the network is trained given a fixed number of classes. Yet, these losses are designed to create good embedding space that creates margin between classes, which in turn provides good prediction of similarity between two inputs. Popular examples include the Cos-loss [@CosFace], Arc-loss [@ArcFace] and SphereFace [@Liu2017SphereFaceDH].
Neural network training {#sec:training}
=======================
Given a loss function, the weights of the neural network are updated to minimize it for a given training set. The training process of a neural network requires a large database due to the nature of the network (structure and amount of parameters) and GPUs for efficient training implementation.
In general, training methods can be divided into supervised and unsupervised training. The former consists of labeled data that are usually very expensive and time consuming to obtain. Whereas the latter is the more common case and does not assume known ground-truth labels. However, supervised training usually achieves significantly better network performance compared to the unsupervised case. Therefore, a lot of resources are invested in labeling datasets for training. Thus, we focus here mainly on the supervised setting.
In neural networks, regardless of the model task, all training phases have the same goal: to minimize a pre-defined error function, also denoted as the loss/cost function. This is done in two stages: (a) a feed-forward pass of the input data through all the network layers, calculating the error using the predicted outputs and their ground-truth labels (if available); followed by (b) backpropogation of the errors through the network to update their weights, from the last layer to the first. This process is performed continuously to find the optimized values for the weights of the network.
The backpropagation algorithm provides the gradients of the error with respect to the network weights. These gradients are used to update the weights of the network. Calculating them based on the whole input data is computationally demanding and therefore, the common practice is to use subsets of the training set, termed *mini-batches*, and cycle over the entire training set multiple times. Each cycle of training over the whole dataset is termed an *epoch* and in every cycle the data samples are used in a random order to avoid biases. The training process ends when convergence in the loss function is obtained. Since most NN problems are not convex, an optimal solution is not assured. We turn now to describe in more details the training process using backpropagation.
Backpropogation {#subsec:backprop}
---------------
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The backpropagation process is performed to update all the parameters of the model, with the goal of decreasing the loss function value. The process starts with a feed-forward pass of input data, $\mathbf{x}$, through all the network layers. After which the loss function value is calculated and denoted as ${\mathcal{L}}(\mathbf{x},{\bf W})$, where ${\bf W}$ are the model parameters (including the model weights and biases, for formulation convenience). Then the backpropagation is initiated by computing the value of: $\frac{\partial {\mathcal{L}}}{\partial {\bf W}}$, followed by the update of the network weights. All the weights are updated recursively by calculating the gradients of every layer, from the final one to the input layer, using the chain rule.
Denote the output of layer $l$ as ${\bf z}^{(l)}$. Following the chain rule, the gradients of a given layer $l$ with parameters ${\bf W}^{(l)}$ with respect to its input ${\bf z}^{(l)}$ are: $$\frac{\partial {\mathcal{L}}}{\partial {\bf z}^{(l-1)}}=\frac{\partial {\mathcal{L}}}{\partial {\bf z}^{(l)}}\cdot\frac{\partial {\bf z}^{(l)}({\bf W}^{(l)},{\bf z}^{(l-1)})}{\partial {\bf z}^{(l-1)}},$$ and the gradients with respect to the parameters are: $$\frac{\partial {\mathcal{L}}}{\partial {\bf W}^{(l)}}=\frac{\partial {\mathcal{L}}}{\partial {\bf z}^{(l)}}\cdot\frac{\partial {\bf z}^{(l)}({\bf W}^{(l)},{\bf z}^{(l-1)})}{\partial {\bf W}^{(l)}}.$$ These two formulas of the backpropagation algorithm dictate the gradients calculation with respect to the parameters for each layer in the network and, therefore, the optimization can be performed using gradient-based optimizers (see Section \[sec:optimizers\] for more details).
To demonstrate the use of the backpropagation technique for the calculation of the network gradients, we turn to consider an example of a simple classification model with two-layers: a fully-connected layer with a ReLU activation function followed by another fully-connected layer with softmax function and log-loss. See Fig. \[fig:example\] for the model illustration.
Denote by ${\bf z}^{(3)}$ the output of the softmax layer and assume that the input $\mathbf{x}$ belongs to class $k$ (using one-hot encoding $y_k=1$). The log-loss in this case is: $${\mathcal{L}}=-\sum_i\log\big(z_i^{(3)}\big)y_i=-\log\Bigg(\frac{\exp\big(z^{(2)}_k\big)}{\sum_i\exp\big(z^{(2)}_i\big)}\Bigg)=-z^{(2)}_k+\log\Big(\sum_j \exp{z^{(2)}_j}\Big).$$ For all $i\neq k$, the gradient of the error with respect to the softmax input $z_i^{(2)}$ is $$\frac{\partial {\mathcal{L}}}{\partial z^{(2)}_i}=\frac{\exp\big({z^{(2)}_i}\big)}{\sum_j\exp\big(z^{(2)}_j\big)}\equiv g_i.$$ Notice that this implies that we need to decrease the value of $z_i^{(2)}$ (the $i^{\text{th}}$-logit) proportionally to the probability the network provides to it. While for the correct label, $i=k$, the derivative is: $$\frac{\partial {\mathcal{L}}}{\partial z^{(2)}_k}=-1+\frac{\exp\big({z^{(2)}_k}\big)}{\sum_j\exp\big(z^{(2)}_j\big)}= g_k-1,$$ which implies that the value of the logit element associated with the true label should be increased proportionally to the mistake the network is currently doing in the prediction.
The output ${\bf z}^{(2)}$ is a product of a fully-connect layer. Therefore, it can be formulated as follows: $${\bf z}^{(2)}={\bf W}^{(2)}\tilde{{\bf z}}^{(1)},$$ where $\tilde{{\bf z}}^{(1)}$ is the output of the ReLu function. Following the backpropagation rules we get that for this layer, the derivative with respect to its input is: $$\label{eq:backprop_fc2}
\frac{\partial {\mathcal{L}}}{\partial \tilde{{\bf z}}^{(1)}}=\frac{\partial {\mathcal{L}}}{\partial {\bf z}^{(2)}}\cdot\frac{\partial {\bf z}^{(2)}({\bf W}^{(2)},\tilde{{\bf z}}^{(1)})}{\partial \tilde{{\bf z}}^{(1)}}=\frac{\partial {\mathcal{L}}}{\partial {\bf z}^{(2)}}\cdot{\bf W}^{(2)},$$ whereas, the derivative with respect to its parameters is: $$\frac{\partial {\mathcal{L}}}{\partial {\bf W}^{(2)}}=\frac{\partial {\mathcal{L}}}{\partial {\bf z}^{(2)}}\cdot\frac{\partial {\bf z}^{(2)}({\bf W}^{(2)},\tilde{{\bf z}}^{(1)})}{\partial {\bf W}^{(1)}}=\frac{\partial {\mathcal{L}}}{\partial {\bf z}^{(2)}}\cdot \tilde{{\bf z}}^{(1)}.$$ The ReLU operation has no weight to update, but affects the gradients. The derivative of this stage follows: $$\frac{\partial {\mathcal{L}}}{\partial {\bf z}^{(1)}}=\frac{\partial {\mathcal{L}}}{\partial \tilde{{\bf z}}^{(1)}}\cdot\frac{\partial \tilde{{\bf z}}^{(1)}({\bf W}^{(1)},I)}{\partial {\bf z}^{(1)}}=\begin{cases}
0, &\text{if } {\bf z}^{(1)}<0\\
\frac{\partial {\mathcal{L}}}{\partial \tilde{{\bf z}}^{(1)}}, &\text{otherwise}.
\end{cases}$$ The final derivative with respect to the input $\partial {\mathcal{L}}/\partial \mathbf{x}$ is calculated similar to Eq. .
Training considerations
-----------------------
There are several considerations that should be addressed when training a NN. The most infamous is the *overfitting*, i.e., when the model too closely fits to the training dataset but does not generalize well to the test set. When this occurs, high training data precision is achieved, while the precision on the test data (not used during training) is low [@Tetko95]. For this purpose, various regularization techniques have been proposed. We discuss some of them in Section \[sec:regularizations\].
A second consideration is the vanishing/exploding gradients occurring during training. Vanishing gradients are a result of multiplications with values smaller than one during their calculation in the backpropagation recursion. This can be resolved using activation functions and batch normalization detailed in Section \[sec:regularizations\]. On the other hand, the gradients might also explode due to derivatives that are significantly larger than one in the backpropogation calculation. This makes the training unstable and may imply the need for re-designing the model (e.g., replace a vanilla RNN with a gated architecture such as LSTMs) or the use of gradient clipping [@Pascanu2013].
Another important issue is the requirement that the training dataset must represent the true distribution of the task at hand. This usually enforces very large annotated datasets, which necessitate significant funding and manpower to obtain. In this case, considerable efforts must be invested to train the network using these large datasets, commonly with multiple GPUs for several days [@AlexNet; @karras2018progressive]. One may use techniques such as domain adaptation [@Wilson2018ASO] or transfer learning [@Transfer_survey] to use already existing networks or large datasets for new tasks.
Training optimizers {#sec:optimizers}
===================
Training neural networks is done by applying an optimizer to reach an optimal solution for the defined loss function. Its goal is to find the parameters of the model, e.g., weights and biases, which achieve minimum error for the training set samples: $(\mathbf{x}_i, y_i)$, where $y_i$ is the label for the instance $\mathbf{x}_i$. For a loss function ${\mathcal{L}}(\cdot)$, the objective reads as: $$\label{eq:training_error}
\sum_i{{\mathcal{L}}(\Phi(\mathbf{x}_i,\mathbf{W}),y_i)},$$ for ease of notation, all model parameters are denoted as $\mathbf{W}$. A variety of optimizers have been proposed and implemented for minimizing Eq. \[eq:training\_error\]. Yet, due to the size of the network and training dataset, mainly first-order methods are being considered, i.e. strategies that rely only on the gradients (and not on second-order derivatives such as the Hessian).
Several gradient based optimizers are commonly used for updating the parameters of the model. These NN parameters are updated in the opposite direction of the objective function’s gradient, $g_{\{\text{GD},\mathcal{T}(t)\}}$, where $\mathcal{T}(t)$ is a randomly chosen subgroup of size $n'<n$ training samples used in iteration $t$ ($n$ is the size of the training dataset). Namely, at iteration $t$ the weights are calculated as $$\label{eq:update_weights}
\mathbf{W}(t)=\mathbf{W}(t-1)-\eta \cdot g_{\{\text{GD},\mathcal{T}(t)\}},$$ where $\eta$ is the learning rate that determines the size of the steps taken to reach the (local) minimum and the gradient step, $g_{\text{\{GD},\mathcal{T}(t)\}}$ is computed using the samples in $\mathcal{T}(t)$ as $$\label{eq:GD}
g_{\text{\{GD},\mathcal{T}(t)\}} = \frac{1}{n'}\sum_{i\in \mathcal{T}(t)}\nabla _{W}\mathcal{L}(\mathbf{W}(t);\mathbf{x}_i;y_i),$$ where the pair $(\mathbf{x}_i,y_i)$ is a training example and its corresponding label in the training set, and $\mathcal{L}$ is the loss function. However, needless to say that calculating the gradient on the whole dataset is computationally demanding. To this end, Stochastic Gradient Descent (SGD) is more popular, since it calculates the gradient in Eq. for only one randomly chosen example from the data, i.e., $n'=1$.
Since the update by SGD depends on a different sample at each iteration, it has a high variance that causes the loss value to fluctuate. While this behavior may enable it to jump to a new and potentially better local minima, it might ultimately complicates convergence, as SGD may keep overshooting. To improve convergence and exploit parallel computing power, mini-batch SGD is proposed in which the gradient in Eq. is calculated with $n'>1$ (but not all the data).
An acceleration in convergence may be obtained by using the history of the last gradient steps, in order to stabilize the optimization. One such approach uses adaptive momentum instead of a fixed step size. This is calculated based on exponential smoothing on the gradients, i.e: $$\begin{aligned}
M(t)&=\beta\cdot M(t-1)+(1-\beta)\cdot g_{\{\text{SGD},\mathcal{T}(t)\}},\\
\mathbf{W}(t)&=\mathbf{W}(t-1)-\eta M(t),
\end{aligned}$$ where $M(t)$ approximates the $1^\text{st}$ moment of $g_{\{\text{SGD},\mathcal{T}(t)\}}$. A typical value for the constant is , which implies taking into account the last $10$ gradient steps in the momentum variable $M(t)$ [@Qian99]. A well-known variant of Momentum proposed by Nestrov *et al.* [@nesterov1983method] is the Nestrov Accelerated Gradient (NAG). It is similar to Momentum but calculates the gradient step as if the network weights have been already updated with the current Momentum direction.
Another popular technique is the Adaptive Moment Estimation (ADAM) [@Adam14], which also computes adaptive learning rates. In addition to storing an exponentially decaying average of past squared gradients, $V(t)$, ADAM also keeps an exponentially decaying average of past gradients, $M(t)$, in the following way: $$\begin{aligned}
M(t)&=\beta_1M(t-1)+(1-\beta_1)g_t, \\
V(t)&=\beta_2V(t-1)+(1-\beta_2)g_t^2,
\end{aligned}$$ where $g_t$ is the gradient of the current batch, $\beta_1$ and $\beta_2$ are ADAM’s hyperparameters, usually set to 0.9 and 0.999 respectively, and $M(t)$ and $V(t)$ are estimates of the first moment (the mean) and the second moment (the uncentered variance) of the gradients respectively. Hence the name of the method - Adaptive Moment Estimation. As $M(t)$ and $V(t)$ are initialized as vectors of 0’s, the authors of ADAM observe that they are biased towards zero, especially during the initial time steps. To counteract these biases, a bias-corrected first and second moment are used: and . Therefore, the ADAM update rule is as follows: $$\mathbf{W}(t+1)=\mathbf{W}(t)-\frac{\eta}{\sqrt{\hat{V}(t)+\epsilon}}\hat{M}(t).$$ ADAM has two popular extensions: AdamW by Loshchilov *et al.* [@loshchilov2018decoupled] and AMSGrad by Redddi *et al.* [@Reddi2018]. There are several additional common optimizers that have adaptive momentum, such as AdaGrad [@Duchi2011], AdaDelta [@Zeiler2012] or RMSprop [@Dauphin2015]. It must be noted that since the NN optimization is non-convex, the minimal error point reached by each optimizer is rarely the same. Thus, speedy convergence is not always favored. In particular, it has been observed that Momentum leads to better generalization than ADAM, which usually converges faster [@keskar2017improving]. Thus, the common practice is to make the development with ADAM and then make the final training with Momentum.
![Different image augmentations.[]{data-label="fig:augmentations"}](pics/cat.png "fig:"){width="0.75\linewidth"} \[fig:org\]
![Different image augmentations.[]{data-label="fig:augmentations"}](pics/cat_flip.png "fig:"){width="0.75\linewidth"} \[fig:flip\]
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![Different image augmentations.[]{data-label="fig:augmentations"}](pics/cat_crop.png "fig:"){width="0.45\linewidth"} ![Different image augmentations.[]{data-label="fig:augmentations"}](pics/cat_crop.png "fig:"){width="0.3\linewidth"}
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\[fig:crop\]
![Different image augmentations.[]{data-label="fig:augmentations"}](pics/cat_noised.png "fig:"){width="0.75\linewidth"} \[fig:noise\]
Training regularizations {#sec:regularizations}
========================
One of the great advantageous of NN is their ability to generalize, i.e., correctly predict unseen data [@Jakubovitz2019]. This must be ensured during the training process and is accomplished by several regularization methods, detailed here. The most common are weight decay [@Krogh_WD92], dropout [@Srivastava2014], batch normalization [@IoffeS15] and the use of data augmentation [@Shorten2019].
*Weight decay* is a basic tool to limit the growth of the weights by adding a regularization term to the cost function for large weights, which is the sum of squares of all the weights, i.e., $\sum_i |W_i|^2$.
The key idea in *dropout* is to randomly drop units (along with their connections) from the neural network during training and thus prevent units from co-adapting too much. The percentage of dropped units is critical since a large amount will result in poor learning. Common values are $20\%-50\%$ dropped units.
*Batch normalization* is a mean to deal with changes in the distribution of the model’s parameters during training. The layers need to adapt to these (often noisy) changes between instances during training. Batch normalization causes the features of each training batch to have a mean of 0 and a variance of 1 in the layer it is being applied. To normalize a value across a batch, i.e. to batch normalize the value, the batch mean, $\mu _B$, is subtracted and the result is divided by the batch standard deviation, $\sqrt{\sigma _B^2+\epsilon}$. Note that a small constant $\epsilon$ is added to the variance in order to avoid dividing by zero. The batch normalizing transform of a given input, $\mathbf{x}$, is: $$\text{BN}(\mathbf{x})=\gamma \Bigg( \frac{\mathbf{x}-\mu_B}{\sqrt{\sigma _B^2+\epsilon}}\Bigg)+\beta.$$ Notice the (learnable) scale and bias parameters $\gamma$ and $\beta$, which provides the NN with freedom to deviate from the zero mean and unit variance. BN is less effective when used with small batch sizes since in this case the statistics calculated per each is less accurate. Thus, techniques such as group normalization [@Wu_2018_ECCV] or Filter Response Normalization (FRN) [@Singh2019] have been proposed.
*Data augmentation* is a very common strategy used during training to artificially “increase” the size of the training data and make the network robust to transformations that do not change the input label. For example, in the task of classification a shifted cat is still a cat; see Fig. \[fig:augmentations\] for more similar augmentation. In the task of denoising, flipped noisy input should result in a flipped clean output. Thus, during training the network is trained also with the transformed data to improve its performance.
Common augmentations are randomly flipping, rotating, scaling, cropping, translating, or adding noise to the data. Other more sophisticated techniques that lead to a significant improvement in network performance include mixup [@zhang2018mixup], cutout [@devries2017cutput] and augmentations that are learned automatically [@Autoaugment2018; @lim2019fast; @cubuk2019randaugment].
Advanced NN architectures {#sec:architectures}
=========================
The basic building blocks, which compose the NN model architecture, are used in frequently innovative structures. In this section, such known architectures with state-of-the-art performance are presented, divided by tasks and data types: detection and segmentation tasks are described in Section \[subsec:detection\_segmentation\], sequential data handling is elaborated in Section \[subsec:sequential\] and processing data on irregular grids is presented in Section \[subsec:irregular\_grids\]. Clearly, there are many other use-cases and architectures, which are not mentioned here.
Deep learning for detection and segmentation {#subsec:detection_segmentation}
--------------------------------------------
Many research works focus on detecting multiple objects in a scene, due to its numerous applications. This problem can be divided into four sub-tasks as follows, where we refer here to image datasets although the same concept can be applied to different domains as well.
1. *Classification and localization*: The main object in the image is detected and then localized by a surrounding bounding box and classified from a pre-known set.
2. *Object detection*: Detection of all objects in a scene that belong to a pre-known set and then classifying and providing a bounding box for each of them.
3. *Semantic segmentation*: Partitioning the image into coherent parts by assigning each pixel in the image with its own classification label (associated with the object the pixel belongs to). For example, having a pixel-wise differentiation between animals, sky and background (generic class for all object that no class is assigned to) in an image.
4. *Instance segmentation*: Multiple objects segmentation and classification from a pre-known set (similar to object detection but for each object all its pixels are identified instead of providing a bounding box for it).
Today, state-of-the-art object detection performance is achieved with architectures such as Faster-RCNN [@Ren2015FasterRCNN; @wang2017fast], You Only Look Once (YOLO) [@Redmon2015YouOL; @YOLO2; @YOLO3], Single Shot Detector (SSD) [@Liu2016SSDSS] and Fully Convolutional One-Stage Object Detection (FCOS) [@FCOS2019]. The object detection models provide a list of detected bounding boxes with the class of each of them.
Segmentation tasks are mostly implemented using fully convolutional network. Known segmentation models include UNet [@Unet], Mask-RCNN [@He2017MaskR] and Deeplab [@deeplabv3plus2018]. These architecture have the same input/output spatial size since the output represents the segmentation map of the input image.
Both object detection and segmentation tasks are analyzed via the Intersection over Union (IoU) metric. The IoU is defined as the ratio between the intersection area of the object’s ground-truth pixels, $B_g$, with the corresponding predicted pixels, $B_p$, and the union of these group of pixels. The IoU is formulated as: $$\text{IoU}=\frac{\text{Area}\{B_g\cap B_p\}}{\text{Area}\{B_g\cup B_p\}}.$$ As this measure evaluate only the quality of the bounding box, a mean Average Precision (mAP) is commonly used to evaluate the models performance. The mAP is defined as the ratio of the correctly detected (or segmented) objects, where an object is considered to be detected correctly if there is a bounding box for it with the correct class and a IoU greater than 0.5 (or another specified constant).
Another common evaluation metric is the F1 score, which is the harmonic average of the precision and the recall values. See Eq. below. They are calculated using the following definitions that are presented for the case of semantic segmentation:
- True Positive (TP): the predicted class of a pixel matches it ground-truth label.
- False Positive (FP): the predicted pixel of an object was falsely determined.
- False Negative (FN): a ground-truth pixel of an object was not predicted.
Now that they are defined, the *precision*, *recall* and F1 are given by: $$\text{precision}=\frac{\text{TP}}{\text{TP}+\text{FP}},\hspace{10pt}
\text{recall}=\frac{\text{TP}}{\text{TP}+\text{FN}}$$ $$\label{eq:F1_score}
\text{F1}=2\cdot\frac{\text{precision}\cdot\text{recall}}{\text{precision}+\text{recall}}.$$
Deep learning on sequential data {#subsec:sequential}
--------------------------------
Sequential data are composed of time-sensitive signals such as the output of different sensors, audio recordings, NLP sentences or any signal that its order is of importance. Therefore, this data must be processed accordingly.
Initially, sequential data was processed with Recurrent NN (RNN) [@Jain1999RNN] that has recurrent (feedback) connections, where outputs of the network at a given time-step serve as input to the model (in addition to the input data) at the next time-step. This introduces the time dependent feature of the NN. A RNN is illustrated in Fig. \[fig:RNN\].
However, it was quickly realized that during training, vanilla RNNs suffer from vanishing/exploding gradients. This phenomena, originated from the use of finite-precision back-propagation process, limits the size of the sequence.
To this end, a corner stone block is used: the Long-Short-Term-Memory (LSTM [@Hochreiter1997]). Mostly used for NLP tasks, the LSTM is a RNN block with gates. During training, these gates learn which part of the sentence to forget or to memorize. The gating allow some of the gradients to backpropagate unchanged, which aids the vanishing gradient symptom. Notice that RNNs (and LSTMs) can process a sentence in a bi-directional mode, i.e., process a sentence in two directions, from the beginning to the end and vice verse. This mechanism allows a better grasp of the input context by the network. Examples for popular research tasks in NLP data include question answering [@Radford2018ImprovingLU], translation [@lample2017unsupervised] and text generation [@TextGeneration].
[**Sentences processing.**]{} An important issue in NLP is representing words in preparation to serve as network input. The use of straight forward indices is not effective since there are thousands of words in a language. Therefore, it is common to process text data via *word embedding*, which is a vector representation of each word in some fixed dimension. This method enables to encapsulate relationships between words.
A classic methodology to calculate the word embedding is *Word2Vec* [@NIPS2013_5021], in which these vector representations are calculated using a NN model that learn their context. More advanced options for creating efficient word representations include BERT [@Bert2018], ELMO [@Peters2018], RoBERTa [@liu2020roberta] and XLNet [@yang2019xlnet_arxiv].
[**Audio processing.**]{} Audio recordings are used for multiple interesting tasks, such as speech to text, text to speech and speech processing. In the audio case, the common input to speech systems is the Mel Frequency Cepstral Coefficient (MFCC) or a Short Time Fourier Transform (STFT) image, as opposed to the audio raw-data. A milestone example for speech processing NN architecture is the *wavenet* [@WaveNet_Arxiv]. This architecture is an autoregressive model that synthesizes speech or audio signals. It is based on dilated convolutional layers that have large receptive fields, that allow efficient processing. Another prominent synthesis model for sequential data is the Tacotron [@Shen18Natural].
[**The attention model.**]{} As mentioned in Section \[sec:basic\_structure\], one may use RNN for translation using the encoder decoder model, which encodes a source sentence into a vector, which is then decoded to a target language. Instead of relying on a compressed vector, which may lose information, the *attention models* learn where or what to focus on from the whole input sequence. Introduced in 2015 [@Bengio2015], attention models have shown superior performance over encoder-decoder architectures in tasks such as translation, text to speech and image captioning. Recently, it has been suggested to replace the recurrent network structure totally by the attention mechanism, which results with the *transformers network* models [@Transformers2017].
Deep learning on irregular grids {#subsec:irregular_grids}
--------------------------------
A wide variety of data acquisition mechanisms do not represent the data on a grid as is common with images data. A prominent example is 3D imaging (e.g. using LIDAR), where the input data are represented as points in a 3D space with or without color information. Processing such data is not trivial as standard network components, such as convolutions, assume a grid of the data. Therefore, they cannot be applied as is and custom operations are required. We focus our discussion here on the case of NN for 3D data.
Today, real-time processing of 3D scenes can be achieved with advanced NN models that are customized to these irregular grids. The different processing techniques for these irregular grid data can be divided by the type of representation used for the data:
1. [**Points processing.**]{} 3D data points are processed as points in space, i.e., a list of the point coordinates is given as the input to the NN. A popular network for this representation is *PointNet* [@Qi2016PointNetDL]. It is the first to efficiently achieve satisfactory results directly on the point cloud. Yet, it is limited by the number of points that can be analyzed, computational time and performance. Some more recent models that improves its performance include PointNet++ [@qi2017pointnetplusplus], PointCNN [@Li2018PointCNNCO], DGCNN [@dgcnn]. Strategies to improve its efficiency have been proposed in learning to sample [@Dovrat_2019_CVPR] and RandLA-Net [@hu2019randla].
2. [**Multi-view 2D projections.**]{} 3D data points are projected (from various angles) to the 2D domain so that known 2D processing techniques can be used [@NIPS2016; @Kalogerakis2016].
3. [**Volumetric (voxels).**]{} 3D data points are represented in a grid-based *voxel* representation. This is analogous to a 2D representation and is therefore advantageous. However, it is computationally exhaustive [@Wu2014] and losses resolution.
4. [**Meshes.**]{} Mesh represents the 3D domain via a graph that defines the connectivity between the different points. Yet, this graph has a special structure such that it creates the surface of the 3D shape (in the common case of triangular mesh, the shape surface is presented by a set of triangles connected to each other). In 2015 Masci *et al.* [@Boscaini2015LearningCD] have shown it is possible to learn features using DL on meshes. Since then, a significant advancement has been made in mesh processing [@hanocka2019meshcnn; @Bronstein2017].
5. [**Graphs.**]{} Graph representations are common for representing non-linear structured data. Some works have proposed efficient NN models for 3D data points on a grid-based graph structure [@Such2017RobustSF; @Niepert2016].
Summary {#sec:summary}
=======
This chapter provided a general survey of the basic concepts in neural networks. As this field is expanding very fast, the space is too short to describe all the developments in it, even though most of them are from the past eight years. Yet, we briefly mention here few important problems that are currently being studied.
1. [**Domain adaptation and transfer learning.**]{} As many applications necessitate data that is very difficult to obtain, some methods aim at training models based on scarce datasets. A popular methodology for dealing with insufficient annotated data is *domain adaptation*, in which a robust and high performance NN model, trained on a source distribution, is used to aid the training of a similar model (usually with the same goal, e.g., in classification the same classes are searched for) on data from a target distribution that are either unlabelled or small in number [@ganin2014unsupervised; @pan2010domain; @DIRT-T]. An example is adapting a NN trained on simulation data to real-life data with the same labels [@Tzeng2017AdversarialDD; @CyCADA2018]. On a similar note, *transfer learning* [@Transfer_survey; @DeCAF14] can also be used in similar cases, where in addition to the difference in the data, the input and output tasks are not the same but only similar (in domain adaptation the task is the same and only the distributions are different). One such example, is using a network trained on natural images to classify medical data [@Bar15Deep].
2. [**Few shot learning.**]{} A special case of learning with small datasets is *few-shot learning* [@Wang2019], where one is provided either with just semantic information of the target classes (zero-shot learning), only one labelled example per class (1-shot learning) or just few samples (general few-shot learning). Approaches developed for these problems have shown great success in many applications, such as image classification [@sung2018learning; @NIPS2018_7549; @Sun_2019_CVPR], object detection [@Karlinsky_2019_CVPR] and segmentation [@caelles2017one].
3. [**On-line learning.**]{} Various deep learning challenges occur due to new distributions or class types introduced to the model during a continuous operation of the system (post-training), and now must be learnt by the model. The model can update its weights to incorporate these new data using *on-line learning* techniques. There is a need for special training in this case, as systems that just learn based on the new examples may suffer from a reduced performance on the original data. This phenomena is known as catastrophic forgetting [@kemker2018measuring]. Often, the model tends to forget the representation of part of the distribution it already learned and thus it develops a bias towards the new data. A specific example of on-line learning is *incremental learning* [@castro2018end], where the new data is of different classes than the original ones.
4. [**AutoML.**]{} When approaching real-life problems, there is an inherent pipeline of tasks to be preformed before using DL tools, such as problem definition, preparing the data and processing it. Commonly, these tasks are preformed by specialists and require deep system understating. To this end, the *autoML* paradigm attempts to generalize this process by automatically learning and tuning the model used [@autoML].
A particular popular task in autoML is *Neural Architecture Search (NAS)* [@Elsken2018NeuralAS]. This is of interest since the NN architecture restricts its performance. However, searching for the optimal architecture for a specific task, and from a set of pre-defined operations, is computationally exhaustive when performed in a straight forward manner. Therefore, on-going research attempts to overcome this limitation. An example is the DARTS [@liu2018darts] strategy and its extensions [@noy2019asap; @chen2019progressiveDARTS] where the key contribution is finding, in a differentiable manner, the connections between network operations that form a NN architecture. This framework decreases the search time and improves the final accuracy.
5. [**Reinforcement Learning.**]{} To date, the most effective training method for decision based actions, such as robot movement and video games, is *Reinforcement Learning* (RL) [@kaelbling1996reinforcement; @sutton2018reinforcement]. In RL, the model tries to maximize some pre-defined award score by learning which action to take, from a set of defined actions in specific scenarios.
To summarize, being able to efficiently train deep neural networks has revolutionized almost every aspect of the modern day-to-day life. Examples span from bio-medical applications through computer graphics in movies and videos to international scale applications of big companies, such as Google, Amazon, Microsoft, Apple and Facebook. Evidently, this theory is drawing much attention and we believe there is still much to unravel, including exploring and understanding the NN’s potential abilities and limitations.
The next chapters detail Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), generative models and autoencoders. All are very important paradigms that are used in numerous applications.
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The present invention relates to the field of communications, which is slow-growing, very competitive and essentially mature. For purposes of this specification, communications shall refer to multi-media transmission of information from one or more nodes to one or more other nodes. In particular, this invention relates to a system for transmitting voice, image, text and data from one computer to another, where either or both of the computers can be or include an ordinary household telephone.
A. Switching
At the heart of any modern communications system is switching. The architecture of the first automatic switching system has some basic characteristics, having long range implications. The first step-by-step switching system (i.e., rotary switching system) actually establishes the desired connection between nodes by remote control from a telephone dial. Such a system is said a self-connecting, distributed control system. In the beginning, it was electromechanical by nature and therefore difficult to maintain. In addition, the remote control of relays employed by the system generated impulse noise at the telephone exchanges, which became the main source of noise which in turn caused errors in received computer data when transmitted over telephone lines.
In a crossbar switching system, the rotary switches of the step-by-step switching system were replaced with matrix switches, which were easier to maintain and produced less noise (Electromagnetic Interference or EMI) when used for data transmission. The address of the called party, generated by the telephone dial, was stored in a register and processed through relay logic for making connection via the matrix switch. Later, the crossbar switch was replaced by Reed relays. Later still, the relay logic was implemented electronically, which resulted in the electronic switching system (ESS). ESS is fast, noise-free and easy to maintain.
Step-by-step, crossbar and ESS switching systems are known as "space division switching". Time division switching systems are an outgrowth of digital transmission technologies Such switching systems allocate time slots to users for the duration of a connection. All users are physically connected to the same communication line, but have time slots allocated for the duration of the call. Such a switching system is economically attractive and, partly because it uses substantially less wiring, is easy to maintain. However, the bandwidth of time division switching systems must be divided among all the simultaneous users connected to the line. Thus, in spite of high-speed technology available today, the bandwidth or, alternatively, digital speed for each user, is limited to 64K bits/sec.
Time division switching is a natural outgrowth in the evolution of switching systems. For telephony, it provides quality and security at reasonable cost. User-oriented functions can be provided with the elegance and flexibility of computer-controlled switching systems For computer users, data can be transmitted at 64K bits/sec on a switched bases, and facsimile systems can be faster and more powerful.
With the advent of digital trunk carrier systems and digital switching, it quickly became clear that communication networks would evolve toward a capability to provide end-to-end digital connections. Much effort has been expended, worldwide, to define a set of realizable standards for what is called an Integrated Services Digital Network (ISDN). The ISDN concept permits endusers to transmit up to a total of 144K bits/sec of information consisting of two 64K bit/sec channels, which can support circuit or packet switching, and a third 16K bit/sec packet-switched channel which makes use of existing two wire loop systems in most cases. The 16K bit/sec packet switching channel has a well defined protocol and is used for both signalling between endusers and the central office switch, and for user-to-user packet information.
ISDN will provide digital voice and data services far superior to anything available today. From a computer communications point of view, ISDN is very attractive, since it provides 64K bits/sec switched service without a modem. While facsimile services are greatly improved, they can, at best, provide only 16K bits/sec over analog voice networks on a worldwide basis. Furthermore, when the potential capability of optical fibers is considered, together with its ultimate availability to every telephone user at a cost roughly equivalent to copper transmission lines, the capabilities of the ISDN switching pales in comparison with the gigabit transmission capabilities of fiber optic transmission.
Therefore, a high speed digital switching system capable of providing fast access to data for high and low speed computer terminals, access to image files and facilitating communications for all kinds of compatible and incompatible computer systems at a cost of switching affordable for digital voice communication is desirable. Even more desirable is such a system which is compatible with and transparent to ISDN facilities and end users, but which anticipates conversion of national and worldwide telecommunications networks from two wire, copper linkages to optical fibers and ultra-fast switching systems.
An historical review of the prior art of telecommunications in the United States is given in "Communications and Switching" by Stewart D. Personick and William O. Flechenstein, Proceedings of the IEEE, Vol. 75, No. 10, October, 1987. In addition, ISDN is more fully described and discussed in IEEE Communications Magazine, Vol. 25. No. 12, December, 1987.
B. Telephony
In the 1930's, basic standards for toll quality telephony were established. That basic standard comprised the minimum bandwidth needed to assure recognition of the speaker by the receiver at the other end of the link, together with at least 98% understandability of the speech in context. The minimum bandwidth was 300 Hz to 3400 Hz, which resulted in 4 kHz frequency spacing for single sideband (SSB) cable and radio transmission. These standards have been preserved in digital transmission, using pulse code modulation (PCM), and are perpetuated in ISDN standards.
Toll quality telephone sounds astonishingly good in spite of the relatively narrow (approximately 3 kHz) bandwidth, where modern transducer technologies, such as the electret microphone and dynamic earphone, are used in the user's handset. Such a telephone link transmits all the vowels very well. However, transmission of consonants, which have main speech energies concentrated between 7 kHz to 8 kHz, is rudimentary at best. Generally, speech taken in context provides sufficient clues for good understandability, although, unexpected words and names typically must be spelled in order to circumvent the lack of bandwidth in toll quality telephone connections. Thus, in general, telephone networks having a high-fidelity link at a cost equal to or less than the user pays today is, at least, desirable.
According to information theory when PCM was discovered, the sampling rate of an analog signal was set at 2 W for perfect recovery of signals having a bandwidth of less than W. In order to prevent foldover intermodulation distortion, the speech spectrum had to be strictly limited to less than 4 kHz. Thus, the sampling rate for voice telecommunications was set at 8K samples/sec, and a prior art encoder, utilizing an advanced Adaptive Differential PCM (ADPCM) module for digitizing analog voice signals at that rate, is shown in FIG. 1.
In order to strictly limit the speech spectrum to 4 kHz, a sharp, low pass filter was required as also shown in FIG. 1. In addition, digital encoding of speech was very costly and could be economically justified only for Time Division Multiplexing (TDM) transmission systems. While single chip encoders are now available on the market which make digital telephones economically feasible, the sharp low pass filter required for classical PCM encoders requires about half the semiconductor "real estate" of a typical coder/decoder (codec) chip.
C. Telephone Graphics
The inability to draw simple pictures remotely is a severe limitation of present-day telephony. Even with a hi-fi telephone, the ability to communicate is still hampered by the absence of graphics capability. The first serious attempt to provide remote telephone graphics was the "Picture Phone", introduced by Bell Laboratories. While the Picture Phone was a technical success, the failure in the marketplace is easily attributed to its cost and inability to satisfy a well-defined need. More simply stated, the market requirements were not properly defined before the Picture Phone was developed. However, even today, there are other similar attempts at transmitting video over presently installed telephone lines. See, for example, the VisiTec Visual Telephone Display, manufactured by Mitsubishi.
The ability to remotely present graphics, including charts, in real time while the telephone conversation is in progress and at a reasonable cost is extremely desirable Definition of telephone graphics is virtually at the same level of development that definition of basic standards for toll quality telephony was in the 1930's. Once defined, this new video service can be expanded to higher resolution, including gray scale, color and motion as required Thus, development of a standard for telephone graphics, preferably based on presently available technology but which anticipates technology advances, is desirable.
D. System Considerations
The computer user communications traffic may appear to be profoundly different from telephone voice traffic requirements. For example, the computer terminal user typically establishes connection to a computer port at the beginning of the day and maintains the connection for some hours until he goes home. Therefore, 100% connectivity or usage of the switching systems is indicated. On the other hand, telephone user statistics indicate that the average telephone call is about 10 minutes long, and that only about 10% of all users need simultaneous connections at the same time.
A closer look at the actual information traffic indicates that data is transmitted between the terminal and the computer system occur less than 10% of the time the linkage is established. However, when the data is generated, it should be transmitted very quickly. The desired data transmission rates are in the megabits/sec range and the desired connection times are less than a microsecond. Thus, the use of a telecommunications system by a computer terminal user is actually much more like the use of the same system by a telephone user than has been appreciated by telecommunications systems designers in the past.
Even if a switch controller, designed and constructed in accordance with ISDN specifications, is built in high speed technology, and interfaces were designed to accommodate both the computer terminal user (text and data) and the telephone (voice and image information), at least 10,000 programming steps are required before a single connection is actually made. Moreover, even if the system operated at 10,000,000 instructions/sec (10 MIPS), the connect time still will be in the 1 millisecond range. While millisecond connect times are much faster than any presently known voice switching system, it is inadequate to accommodate the nanosecond switching requirements of high speed systems which will be available in the foreseeable future, perhaps in accordance with the present invention. | 3.046875 | 3 | [
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Cutaneous respiration by diving beetles from underground aquifers of Western Australia (Coleoptera: Dytiscidae).
Insects have a gas-filled respiratory system, which provides a challenge for those that have become aquatic secondarily. Diving beetles (Dytiscidae) use bubbles on the surface of their bodies to supply O2 for their dives and passively gain O2 from the water. However, these bubbles usually require replenishment at the water's surface. A highly diverse assemblage of subterranean dytiscids has evolved in isolated calcrete aquifers of Western Australia with limited/no access to an air-water interface, raising the question of how they are able to respire. We explored the hypothesis that they use cutaneous respiration by studying the mode of respiration in three subterranean dytiscid species from two isolated aquifers. The three beetle species consume O2 directly from the water, but they lack structures on their bodies that could have respiratory function. They also have a lower metabolic rate than other insects. O2 boundary layers surrounding the beetles are present, indicating that O2 diffuses into the surface of their bodies via cutaneous respiration. Cuticle thickness measurements and other experimental results were incorporated into a mathematical model to understand whether cutaneous respiration limits beetle size. The model indicates that the cuticle contributes considerably to resistance in the O2 cascade. As the beetles become larger, their metabolic scope narrows, potentially limiting their ability to allocate energy to mating, foraging and development at sizes above approximately 5 mg. However, the ability of these beetles to utilise cutaneous respiration has enabled the evolution of the largest assemblage of subterranean dytiscids in the world. | 3.46875 | 3 | [
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WASPnest: a worldwide assessment of social Polistine nesting behavior.
Cooperative breeding decreases the direct reproductive output of subordinate individuals, but cooperation can be evolutionarily favored when there are challenges or constraints to breeding independently. Environmental factors, including temperature, precipitation, latitude, high seasonality, and environmental harshness have been hypothesized to correlate with the presence of cooperative breeding. However, to test the relationship between cooperation and ecological constraints requires comparative data on the frequency and variation of cooperative breeding across differing environments, ideally replicated across multiple species. Paper wasps are primitively social species, forming colonies composed of reproductively active dominants and foraging subordinates. Adult female wasps, referred to as foundresses, initiate new colonies. Nests can be formed by a single solitary foundress (noncooperative) or by multiple foundress associations (cooperative). Cooperative behavior varies within and among species, making paper wasps species well suited to disentangling ecological correlates of variation in cooperative behavior. This data set reports the frequency and extent of cooperative nest founding for 87 paper wasp species. Data were assembled from more than 170 published sources, previously unpublished field observations, and photographs contributed by citizen scientists to online natural history repositories. The data set includes 25,872 nest observations and reports the cooperative behavioral decisions for 45,297 foundresses. Species names were updated to reflect modern taxonomic revisions. The type of substrate on which the nest was built is also included, when available. A smaller population-level version of this data set found that the presence or absence of cooperative nesting in paper wasps was correlated with temperature stability and environmental harshness, but these variables did not predict the extent of cooperation within species. This expanded data set contains details about individual nests and further increases the power to address the relationship between the environment and the presence and extent of cooperative breeding. Beyond the ecological drivers of cooperation, these high-resolution data will be useful for future studies examining the evolutionary consequences of variation in social behavior. This data set may be used for research or educational purposes provided that this data paper is cited. | 3.21875 | 3 | [
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Management of acute asthma in the emergency department.
Asthma is primarily a clinical diagnosis that is made from a combination of historical features and clinical examination findings. The mainstay of asthma treatment includes short-acting beta agonist therapy (albuterol) and steroids. Handheld inhalers are sufficient for most inhaled therapy; all patients on inhalers should be provided with a spacer. The severity of asthma exacerbations is determined by 3 features: (1) clinical presentation, (2) peak expiratory flow rates, and (3) vital signs. Additional testing, such as chest x-ray and blood gas measurements, is reserved for select patients. Spirometry aids in the diagnosis of asthma and measurement of severity, but it is not always required, nor should it be solely relied upon to make disposition decisions. Inhaled ipratropium decreases hospitalization rates, and it should be routinely used. Levalbuterol provides little to no advantage over less-expensive racemic albuterol. Noninvasive positive pressure ventilation may be utilized in patients with moderate to severe exacerbations. Ketamine may be considered in severe exacerbations, but it should not be used routinely. Magnesium sulfate may be beneficial in severe asthma exacerbations, but routine use for mild to moderate exacerbations is not indicated. | 3.046875 | 3 | [
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Friday, November 22, 2013
The Soviet Union was the first government to place a satellite into orbit in 1957 which put enormous pressure on President Eisenhower and the United States to create a civilian space program to match Soviet efforts. The US military would have preferred to continue American's manned and unmanned space program themselves. And even America's famous rocket scientist, Wernher von Braun, who helped place America's first satellite into orbit, was reluctant to abandon the Army's space program for the new civilian space program (NASA).
But President Eisenhower was afraid that a US military industrial complex that was already spending astronomical amounts of money on Earth-- would do the same in space. So creating a peaceful civilian space program was Eisenhower's attempt to curtail massive expenditures on space travel by the US military.
But people forget that during John Kennedy's administration, the US was still well behind the Soviet Union in space achievements and in space technology. The Soviets placed the first human being in orbit soon after Kennedy came into office, further demonstrating their growing technological and political superiority over the United States and the non-communist world. Afterwards, the Soviet Union paraded Yuri Gagarin around the world as an international super star, a political ambassador for the wonders of communism!
Kennedy's reason for entertaining the idea of cooperating with the Soviet Union in space was because no one really knew what the manned Soviet goals in space really were. Would the Soviets claim the Moon and eventually the rest of the Solar System as part of the growing Soviet communist empire? And with the US so far behind in space technology, could the US even stop them from doing so!
Kennedy was told that America was so far behind the Soviet Union in space technology that they would have to spend massive amounts of money on space if the US was to avoid Soviet domination of the new frontiers of space. So that's why he did it! That's why Kennedy used the Moon as a way of leaping ahead of Soviet efforts in space-- just a week after the Soviets humiliated the US again by placing the first human into orbit around the Earth.
International communism and Soviet influence at that time was threatening the United States in practically every region of the planet. We were still in the middle of the Cold War-- and it wasn't a joke! Just a year after Kennedy came into office, the Cuban missile crisis between the US and the Soviet Union almost started World War III and a possible thermonuclear war.
However, the race between the US and Soviet Union in space ended during the Johnson administration when both the US and the Soviet Union signed the Outer Space Treaty in 1967. The law forbid any country from placing weapons of mass destruction on the lunar surface or on any other celestial body and also made it illegal for any single country to own the Moon or any other celestial body in space. So the US fear of a militarized communist Moon was finally over and so were the reasons for a space race between the US and the Soviet Union.
But America's commitment and momentum to reach the Moon was still there even though America was consumed in its tragic military commitment in Vietnam. But US astronauts Neil Armstrong and Buzz Aldrin landed on the lunar surface in July of 1969. The two lunar astronauts plus astronaut Michael Collins, who remained in lunar orbit during the lunar excursions, returned safely to the Earth a few days later-- fulfilling Kennedy's goal and cementing his legacy as one of the most insightful and inspirational presidents in the history of our nation.
Monday, November 11, 2013
Tuscany is renowned for its beautiful cities of Florence and Siena, and is historically famous as the birthplace of the Italian Renaissance. But amongst the paleontological community, Tuscany is also known as the birthplace of an extinct Late Miocene ape-- that some paleontologist controversially believe may have been the earliest primate to walk predominantly on just two legs-- and possibly the earliest bipedal ancestor of humankind.
Oreopithecus bambolii first emerged on an ancient island bioprovince known as Tuscany-Sardinia (Tusco-Sardinia) sometime after 9 million years ago where it existed as the sole primate on the island until approximately 7 million years ago. Tuscany-Sardinia was isolated from the rest of the Italian peninsula and from the rest of continental Europe by the marine waters of the Late Miocene Mediterranean.
Skull of Oreopithecus bambolii
Between 11 to 9 million years ago, sea levels fell during a glacial period caused by the deposition of ice and snow on polar land masses. The lower sea levels allowed various mammals from North Africa and Southern Europe to enter the Tuscany region. Small mammals from Europe apparently entered the isolated island region through rafting or swimming. But fauna from North Africa appears to have entered the region via ephemeral land bridges.
The mostly likely ancestor of Oreopithecus was a small African ape know as Mabokopithecus which appears in the fossil record in Africa about 15 million years ago. Oreopithecus and Mabokopithecus were both folivores (planet eaters) that shared a unique dental attribute in their upper molars: a well-defined hypocone-metaconule crest on the upper molars-- a unique characteristic that has never been found in any other monkey or ape living or extinct.
Because its fossil remains are strongly associated with the wetland freshwater environments that existed on Tuscany-Sardinia at that time, Oreopithecus is frequently referred to as the 'swamp ape'. Dryer areas did exist on the island, but Oreopithecus was rare in those deposits while being abundantly represented in the swampy wetland coastal environments on the island.
It is interesting that the African oreopithecine ancestor, Mabokopithecus, existed in an ecological niche largely restricted to riparian woodland areas. This is a niche similar to that of the extant folivorous primate Colobus guereza (the Colobus monkey). Although the Colobus monkey is highly arboreal, it is known to come down from the trees in order to feed on aquatic plants in nearby swamps.
Oreopithecus bambolii has long been at the center of controversy principally because of its remarkable cranio-dental and post cranial similarity to African hominins (human ancestors) which was first fully noted by Johannes Hurzeler as far back as the 1950s. Further adding to the controversy is the argument that Oreopithecus may have also been the earliest obligatory bipedal primate and the first ape to walk exclusively on just two legs.
Oreopithecine remains display a significant number of post cranial characteristics that could be associated with either arboreal or bipedal locomotion. However, there is one post cranial characteristic that is clearly related to bipedality and that's lumbar lordosis, a curvature of the spine that is unique to the hominins (humans and their bipedal ancestors). However, a recent paper by Russo and Shapiro has question the existence of lumbar lordosis in Oreopithecus, arguing that the supposed features may be simply be an artifact of the skeleton's distortion caused by its compression during fossilization. Russo and Shapiro also argue that the arboreal three toed sloth (Bradypus) would be a better convergent model for the skeletal anatomy and locomotive behavior of the extinct oreopithecines rather than the bipedal hominins.
Three-toed sloth (Bradypus)
While slow climbing suspensory behavior has long been argued as an explanation for some of the anatomical attributes of Oreopithecus, such locomotive behavior appears to be contradicted by the exceptionally robust metatarsals of the oreopithecine foot along with the proportions of the foot's entocuneiform which was proximally-distally short and dorso-ventrally high. The length-height index of the oreopithecine entocuneiform related to the mass placed on the hind limbs and is most similar to that of the gorilla. The gorilla's low entocuneiform length-height index is related to the large amount of mass placed on the hind limbs due to its large body size. Oreopithecus, however, was a very small ape, with males typically weighing about 32 kilograms and females approximately half that size. The average Gorilla male weighs 175 kg with average female gorillas weighing about 85 kilograms. So in order to explain, the gorilla-like entocuneiform index, in Oreopithecus, the swamp ape must have been carrying its entire body weight on just its hind limbs. Kohler and Moya- Sola also noted that the power armload arm ratio strongly suggest that Oreopithecus carried its entire body weight on its hind limbs.
There's also strong evidence in the oreopithecine feet of a significantly reduced arboreal ability. The Oreopithecus foot had robust metatarsals plus a non helical ankle joint, characteristics typically associated with terrestrial catarrhines. Kohler and Moya-Sola have also noted that the mobility and grasping ability of the oreopithecine foot had been appreciably reduced relative to arboreal primates and even more so than in terrestrial baboons.
It would also be difficult to understand why Oreopithecus would expend the energy and the risk of being a highly arboreal tree living primate on an island where there were no terrestrial predators. But even on the ground, why would Oreopithecus abandon terrestrial quadrupedalism for bipedalism? The answer may come from its food source.
Chimpanzee wading bipedally with a stick
Orangutan wading bipedally
Gorilla wading bipedally
The coastal wetlands that Oreopithecus preferred were rich in aquatic plants. Harrison and Rook have suggested that Oreopithecus may have specialized in feeding on aquatic plants which were abundant in the wetland coastal areas of the island such as: sedges, water lilies, reeds, cattail, pond- weeds, horestails, and stoneworts which were abundantly represented in the fossil pollen spectrum.
Extant primates that feed on aquatic plants, usually wade bipedally in the shallow waters to access the food resource. Bipedal wading in primates has been observed in: baboons, macaques, the gorilla, orangutan, and in the chimpanzee. Such aquatic bipedalism in order to access aquatic plants comprises as much as 27% of the feeding behavior of the Western Gorilla.
Additionally, freshwater mollusk and turtles were also abundant in the wetland areas of Tuscany-Sardinia island-- along with predatory crocodiles. Turtle and crocodile eggs may have served as a good source of protein for Oreopithecus.
Marine biologist, Alister Hardy, hypothesized that the power precision grip in humans originally evolved as an adaptation for picking up benthic invertebrates. Wading bipedally in shallow water for food resources such as shellfish
and aquatic plants is, of course, common behavior in many
hunter-gatherer human populations. But such behavior has also been observed in non-human primates such as baboons, macaques, guenons, and capuchin monkeys.
Curiously, Oreopithecus also had a hominin-like power precision grip. Such manual dexterity could have evolved in Oreopithecus as a feeding adaptation for picking up the shelled invertebrates that existed in the wetland areas of Tuscany-Sardinia while it was also feeding on aquatic plants.
As the sole primate on the ancient island of Tuscany-Sardinia for nearly two million years, it seems unlikely that Oreopithecus would have avoided the exploitation of freshwater aquatic food resources that were so rich in carbohydrates and proteins.
Sea levels in the Mediterranean began to fall sometime after 7.4 million years ago and the island's isolation from Europe and Africa appears to have ended sometime between 6.9 to 7.2 million years ago. By 6.1 million years ago, global sea levels fell to such an extent that the Mediterranean Sea became completely isolated from in the inflow of marine waters from the Atlantic Ocean. During this period of lowering sea levels, land bridges were created between Europe and North Africa.
The earliest African hominin, Sahelanthropus, appeared in the fossil record in North Africa sometime between 6.8 and 7.2 million years ago. While not much is known about the postcranial remains of Sahelanthropus, its craniodental morphology isremarkably similarto that of Oreopithecus bambolii.
"The knowledge that we have now is but a fraction of the knowledge we must get, whether for peaceful use or for national defense. We must depend on intensive research to acquire the further knowledge we need ... These are truths that every scientist knows. They are truths that the American people need to understand." (Harry S. Truman 1948). | 3.515625 | 4 | [
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Oxidants and antioxidants in disease: oxidative stress in farm animals.
Important infectious diseases in farm animals, such as pneumonia and enteritis, are thought to be associated with the so-called oxidative stress, i.e. a chemical phenomenon involving an imbalance in the redox status of the individual animal. The specifics of oxidative stress and how it may result in disease or be prevented are complex questions with no simple answers. However, the considerable literature on the subject suggests that many researchers consider oxidative stress-related mechanisms to be important early events in disease development. A particularly intriguing aspect is that, at least theoretically, oxidative stress should be easily prevented with antioxidants yet the use of antioxidants as therapy remains controversial. The present knowledge on oxidative stress in farm animals is the topic of this review. | 3 | 3 | [
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[Twelve-month-old infants show social preferences for native-dialect speakers].
Recent research demonstrates that social preferences for native language speakers emerge early in development, indicating that infants prefer speakers from their own society. Dialect may also be a reliable cue to group membership because it provides information about an individual's social and ethnic identity. We investigated whether infants showed social preferences toward native-dialect speakers over those with unfamiliar dialects. Infants at 9 and 12 months of age were shown videos in which two adults (a native-dialect speaker and an unfamiliar-dialect speaker) each spoke to and then offered an identical toy to the participating infants. Next, two real versions of the toys were presented to the infants in person. The 12-month-old infants preferentially reached for the toy offered by the native-dialect speaker. The 9-month-old infants also showed a preference for native-dialect speakers but this finding was not statistically significant. Our results suggest that dialects may be a reliable cue to group membership, and that infants' orientation toward members of their native community may guide their social and cultural learning. | 3.203125 | 3 | [
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Project overview:Intended to serve as an introduction to scarcity and basic economic reasoning, students will work in small groups to develop a series of survival plans that would enable them to live through an imagined, life threatening situation. This lesson is an expansion of an activity developed by the NCEE in 2003, adapted to incorporate several of Gee’s principles of learning.
Students will make a poster demonstrating economic decisions made to utilize scarce resources in order to live through an imagined survival situation.
Students will write a short paragraph explaining how scarcity forces us to make choices.
Procedure:1: Break the class into groups of approximately 4-5 students and tell them that they will be taking part in a game to see who could survive being shipwrecked and stranded on an Alaskan Island (note: the actual location/circumstance of the survival situation is up to teacher discretion, but the teacher must be prepared to provide information about local climate, terrain, weather, plant and wildlife, etc.).
2: Distribute poster paper and markers to each group. If desired, the game can be made more competitive by having each group come up with a team name and recording those names on the board, along with the number of attempts it takes each team to survive each round of the game. However, the game can be just as effective without this step.
3: Project the ”starting point” map for your chosen location (an island off the coast of southern Alaska) and describe the groups’ initial predicament. Tell the class that each group was on a fishing trip off the coast of Alaska with one of their teachers when their boat unexpectedly sank. All the students survived and made it to shore uninjured, but their teacher was knocked unconscious and had to be dragged to shore. Tell the groups that they made it to a small, rocky beach, and there is a pine forest not far inland. When they get to shore, it is early morning, raining, and the group members are in serious danger of hypothermia after spending time in the frigid water.
4:Then display the resources that each group managed to salvage:
Two small knife
One hatchet
Two rain poncho
Two wood paddles
Three life vests
A match box with five waterproof matches
A 20ft nylon cord
One compass
Wet clothing (what they are wearing)
5. Tell each group to fold their poster paper into fourths to make four equal quadrants once reopened. Working on notebook paper, tell the class that their first task is to develop a 10 minute survival plan. Students are to write down a step-by-step plan detailing exactly what they will do to survive the first ten minutes on the island, including writing down what choices they make about how to use their resources and the opportunity costs involved with each of those choices (Note: if opportunity cost has not yet been introduced, this activity provides many excellent examples to understand cost in terms other than money). Give the class time to develop their plans.
6: Tell the class to call you over once they think they have a winning plan, so they can share it with you. As they do, assess whether each group made sufficient decisions to insure their survival (Did they correctly address their most immediate needs instead of waisting energy on long term goals? Did they use their resources in a way that would feasibly achieve those needs? Did they remember to save the teacher?). If not, inform the group that they didn’t survive and must try again. Those that did may illustrate their plan in the first quadrant of their poster paper and move on to the next round (Note: most groups will likely fail to survive the first round of the game on their first attempt).
7:The game gan continue to whatever extent is appropriate (either until all groups survive the ordeal, or until the first group makes it). Repeat steps five and six for all for rounds. As they progress through rounds, immediate needs, choices, and use of resources will change as follows: Round 2: Overnight Plan In round one, the most immediate need the groups should have addressed was heat. In round 2, that need becomes shelter. Students must choose how to use or gather resources to build a sufficient shelter to survive the night, while being sure not to overlook their continued need for heat. Often, students try to use their resources to begin gathering food at the expense of shelter, but at this point, shelter is a more immediate need and those that do not build ample shelter cannot survive to the next round. Round 3: One Week Plan Now, food becomes an immediate need. For those groups that protected their teacher, he or she now regains consciousness and may assist the group with knowledge of small animal trapping. In any case, students must make a step-by-step plan of how they will gather enough food to survive, recording their resource use and opportunity costs. Round 4: Stay or Go? In the final round, students must choose whether it is a better idea to stay where they are and wait for rescue or try to escape the island on their own. To do so, each group should complete a cost-benefit analysis table before developing their plans.
9: Once the game is complete, lead the class in a discussion over how the concept of scarcity applies to a survival situation and how each choice made came either with an immediate opportunity cost or one that came in the future. Students should recognize that scarcity is what forced them to choose how to use their resources, demonstrating the most basic of economizing behavior.
10: After the discussion, close by asking students to write a quick paragraph responding to the prompt:
“What is the relationship between scarcity and human choices? Be sure to use at least one example of an instance of scarcity, choice, and opportunity cost from the game.”
Intrinsic Learning Principles:
Active, Critical Learning Principle:
Anyone can hear a definition and write it down. For some, that form of learning is even sufficient to understand a concept. However, most learn far more effectively when able to actively engage in some way. Reasoning through a survival situation is not necessary to understand basic economic thinking, but it gives students a way to link such concepts to more basic ideas than money and production, and it does so in a way that allows students to think rather than hear.
Self Knowledge Principle:
Unlike most digital video games, this game allows students to imaginatively place themselves in a survival situation, bringing their own knowledge and abilities to the game. Although the game is designed to explore economic concepts, the application of those topics to a survival situation allows to explore their current capacities in a potential real world situation.
Psychosocial Moratorium:
Hopefully, none of the students will ever find themselves in a legitimate survival situation, but this activity allows students to explore their options and the decisions they could make in such a situation without the danger of injury or death. With that experience, students will be able to more critically think about decisions once in a real survival situation, or more likely, to apply the concepts learned to less dangerous decisions made each day.
Featured Learning Principle:
Probing Principle:
Although I have used this activity in class before, for the purposes of this project I adapted and expanded the game to make better use of Gee’s Probing Principle. While the above principles are naturally included in the original activity, my changes bring in a “trial and error” element that will hopefully highlight the game-like element of the activity. In each round, students must develop a survival plan. If their plan is insufficient, they do not survive and must try again. In this way, students make their best guess at how best to use their resources. If unsuccessful, they receive feedback about what they did wrong (feedback can be as simple as teacher questioning: “You went to look for food? I guess you froze to death!” or “Who made sure the teacher got warmed up? Nobody? Try again!”). With that feedback in mind, students can try another tactic and see if they survive the second time. This approach may not be completely necessary to teach basic economic concepts imbedded in the activity, but it can heighten its game-like elements, hopefully making the entire experience more impactful. | 4.21875 | 4 | [
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Open API
An open API (often referred to as a public API) is a publicly available application programming interface that provides developers with programmatic access to a proprietary software application or web service. APIs are sets of requirements that govern how one application can communicate and interact with another. APIs can also allow developers to access certain internal functions of a program, although this is not typically the case for web APIs. In the simplest terms, an API allows one piece of software to interact with another piece of software, whether within a single computer via a mechanism provided by the operating system or over an internal or external TCP/IP-based or non-TCP/IP-based network. In the late 2010s, many APIs are provided by organisations for access with HTTP. APIs may be used by both developers inside the organisation that published the API or by any developers outside that organisation who wish to register for access to the interface.
Characteristics
Open APIs have three main characteristics:
They are available for use by developers and other users with relatively few restrictions. Restrictions might include the necessity to register with the service providing the API.
They are typically backed by open data. Open data is freely available for everyone to use and republish as they wish, without restrictions from copyright, patents or other mechanisms of control. An Open API may be free to use but the publisher may limit how the API data can be used.
They are based on an open standard.
Open API versus private API
Private API
A private API is an interface that opens parts of an organisation’s backend data and application functionality for use by developers working within (or contractors working for) that organization. Private APIs are only exposed to internal developers therefore the API publishers have total control over what and how applications are developed. Private APIs offer substantial benefits with regards to internal collaboration. Using a private API across an organisation allows for greater shared awareness of the internal data models. As the developers are working for (or contracted by) one organisation, communication will be more direct and therefore they should be able to work more cohesively as a group. Private APIs can significantly diminish the development time needed to manipulate and build internal systems that maximise productivity and create customer-facing applications that improve market reach and add value to existing offerings.
Open API
In contrast to a private API, an open API is publicly available for all developers to access. They allow developers, outside of an organisation's workforce, to access backend data that can then be used to enhance their own applications. Open APIs can significantly increase revenue without the business having to invest in hiring new developers making them a very profitable software application. However, it is important to remember that opening back end information to the public can create a range of security and management challenges. For example, publishing open APIs can make it harder for organisations to control the experience end users have with their information assets. Open API publishers cannot assume client apps built on their APIs will offer a good user experience. Furthermore, they cannot fully ensure that client apps maintain the look and feel of their corporate branding.
Open APIs in business
Open APIs can be used by businesses seeking to leverage the ever-growing community of freelancing developers who have the ability to create innovative applications that add value to their core business. Open APIs are favoured in the business sphere as they simultaneously increase the production of new ideas without investing directly in development efforts. Businesses often tailor their APIs to target specific developer audiences that they feel will be most effective in creating valuable new applications. However, an API can significantly diminish an application's functionality if it is overloaded with features.
For example, Yahoo's open search API allows developers to integrate Yahoo search into their own software applications. The addition of this API provides search functionality to the developer's application whilst also increasing search traffic for Yahoo's search engine hence benefitting both parties. With respect to Facebook and Twitter, we can see how third parties have enriched these services with their own code. For example, the ability to create an account on an external site/app using your Facebook credentials is made possible using Facebook's open API.
Many large technology firms, such as Twitter, LinkedIn and Facebook, allow the use of their service by third parties and competitors.
Open APIs on the Web
With the rise in prominence of HTML5 and Web 2.0, the modern browsing experience has become interactive and dynamic and this has, in part, been accelerated through the use of open APIs. Some open APIs fetch data from the database behind a website and these are called Web APIs. For example, Google's YouTube API allows developers to integrate YouTube into their applications by providing the capability to search for videos, retrieve standard feeds, and see related content.
Web APIs are used for exchanging information with a website either by receiving or by sending data. When a web API fetches data from a website, the application makes a carefully constructed HTTP request to the server the site is stored on. The server then sends data back in a format your application expects (if you requested data) or incorporates your changes to the website (if you sent data).
See also
OpenAPI Specification
Application enablement
Open system (computing)
Mashup (web application hybrid)
Webhook
References
Category:Application programming interfaces | 3.5625 | 4 | [
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Canadian Forestry Corps Canadian Forestry Corps Initial creation : 14 November 1916 Disbanded: 1920 Reraised : 1940 Disbanded: 3 December 1945 The Canadian Forestry Corps was an organizational corps of the Canadian Army during both World Wars. Lineage 14 Nov 1916: Canadian Forestry Corps created, formed from an existing forestry battalion (224th Battalion, CEF) and the conversion of other infantry battalions (including the 238th Battalion, CEF) for forestry duties.
1920(?): Disbanded.
May 1940: Canadian Forestry Corps once again created.
3 Dec 1945: Disbanded. Functions The Canadian Forestry Corps provided lumber for the Allied war effort by cutting and preparing timber in the United Kingdom and on the continent of Europe in both the First World War and the Second World War. Forestry units also cleared terrain for the construction of installations such as airfields and runway, prepared railway ties, as well as lumber for the creation of barracks, road surfaces, ammunition crates, trench construction, etc. These units were sometimes called on in the First World War to perform as infantry. History
First World War Above - Light railway in use by men of the Canadian Forestry Corps. LAC Photo. Right - Aboriginal member of the Canadian Forestry Corps in the UK. LAC Photo.
The success of German U-Boats in the Atlantic in the First World War caused a restriction on the number of imports to Britain. Millions of tons of lumber has travelled across the ocean from Canada to the UK in 1915. In Feb 1916, the British government requested assistance from Canada with regards to the production of timber, hoping to utilize resources available in Britain. The 224th Canadian Forestry Battalion was raised and arrived in England in Apr 1916, less than three months after the initial request. The battalion moved to Virginia Water Camp in Surrey, to produce sawn lumber. Detachments were sent to other places in England and Scotland.
A second British request for additional forestry units resulted in the formation of the 238th Canadian Forestry Battalion, which arrived in England in Sep 1916.
In Oct 1916, authority was granted to form the Canadian Forestry Corps. Both battalions joined the corps; by Nov 1916, six forestry battalions had arrived overseas, including the 242nd Battalion, CEF.
In Dec 1916, the battalions were broken up to form independent forestry companies. Eventually 102 companies were formed in Europe. A small group was already operating in France at Bois Normand, with the first headquarters at Conches (Eure). This headquarters was expanded into a Canadian Forestry Group headquarters (eventually designated Centre Group) divided into two districts. By Jun 1918, three other groups were in operation; Jura Group, Bordeaux Group, and Marne Group, and each of these groups also had two district headquarters under command. Canadian Forestry Corps headquarters for France was established at Paris-Plage, near Boulogne, with an office in Paris linking the district and group headquarters with a corps supply depot where technical equipment was warehoused, at Le Havre. Arrangements had been made in Canada for the purchase and shipment of necessary machinery and equipment to operate saw mills and other facilities. The corps also ran three forestry hospitals. In Mar 1918, the corps was called on to train 800 men as reinforcements for the Canadian Corps, to be drawn from across all the districts.
On 2 Feb 1917, independent forestry companies were formed in each Military District in Canada as well. On 17 Jul 1917, Forestry Depot Companies were formed in each Military District in Canada.
At the end of the war, 56 companies were in operation on the Western Front, including 13 made up of German prisoners of war. In total, 19,162 men were on strength. Seven more companies were engaged exclusively in technical work for Allied air forces, including clearing, grading, leveling and draining land in the creation of airfields. A scarcity of rivers and waterways in France had necessitated the adoption (and creation) of broad, narrow-guage railways.
Six districts were in operation in the UK at war's end (at Carlisle, Egham, Southampton and East Sheen in England and Stirling and Inverness in Scotland). Some 43 companies were in operation, with a strength of 12,533 including 3,046 attached labourers and prisoners of war. Their base depot was located at Smith's Lawn, Windsor shortly after the 224th Battalion arrived overseas, and all newly arriving soldiers for the corps arrived at the depot before reinforcements for companies in France or the UK were selected. The average monthly turnover at the depot was 1,500 men. In total, the combined strength of the corps on 11 Nov 1918, including attached officers, foreign soldiers (including British, Portugese, Finns and prisoners of war) was 31,447.
Second World War
Lumberman and teamster Royal Fournier of Maniwaki, Quebec, with the 26th Company of the Canadian Forestry Corps at a logging camp in Quebec in 1943. LAC Photo. The attempted blockade of the UK in the Second World War once again required the British to look to Canada for assistance in meeting the need for timber. The first request from England for forestry companies was actually made in Oct 1939.1 Wood was needed for living quarters, messes, and recreation facilities, as well as crates for vital supplies such as food, ammunition and even vehicles, and for the creation of explosives, stocks for weapons, the construction of ships, aircraft and factory facilities. After the success of the original Canadian Forestry Corps, a new corps was created in May 1940 to perpetuate their work, and twenty companies were initially raised. Ten more were formed as the war progressed.
Canada agreed to shoulder the expense of pay, allowances and pensions, all initial personal equipment, and transport to and from the United Kingdom by individual members of the corps. The British Government paid for "all other services connected with equipment, work or maintenance" and certain others such as medical services (though Canada covered the costs associated with Medical Officers, Britain paid for actual hospitalization). While the British designated the areas of work, and the final disposal of the lumber created, military operations were under the purview of Canadian Military Headquarters in London.
Both anglophones and francophones were recruited from across Canada, including many veterans of the corps from the First World War, including the corps' first commander, Brigadier J.B. White, who had commanded timber operations in France in 1918. Unlike the First World War, where "Canadian Forestry Corps personnel did not receive military training other than basic drill, courtesies and protocols",2 personnel of the CFC in the Second World War received five to seven months of training, mainly at Valcartier, before moving overseas. The decision to provide military training to these men was made in Jun 1940, given the impending danger of German invasion prevalent at that time.
For the most part, the C.F.C. camps were constructed from scratch, and the personnel built barracks, roads, bridges and set up power plants. Each company's sawmill usually was located close to their camp and employed both "Canadian Mills" and the smaller "Scotch Mill" but the later was not viewed with approval by the Canadians. The average time lag between arrival at the camps and the start of logging operations was 97 days.
The companies worked in two sections, one cutting in the bush and bringing out the timber, and the other sawing it into lumber at the company mill. The felling crew consisted of three men, two sawing and one trimming. Hand saws and axes were the tools employed and three man "Cat" teams yarded the logs to the roadside landings, either by dragging them or use of sulkies. Each C.F.C. Unit was a self-contained community, including men capable of turning their hand at any task from black smithery and mechanical repair to snow clearance on the highland roads. A regular potion of each unit's time was devoted to military training, each company preparing defensive positions in its area in cooperation with the troops of Scottish Command in the event of German invasion.3
By May 1941, Corps Headquarters was in operation in Scotland with 13 forestry companies (each about 200 men strong), organized into five Forestry Districts each with its own headquarters (in the counties of Inverness, Ross, Aberdeen, Nairn and Perth). Seven more companies arrived in late Jul 1941.
The corps cleared approximately 230,000 forest acres in Scotland during their stay. In 1942, ten additional companies had been raised, the last arriving in Oct 1942. By the spring of 1943, however, manpower problems in the Canadian Army caused the remustering of several hundred soldiers suitable for other employment to other overseas units. In Oct 1943, ten companies were repatriated to Canada (totalling close to 2,000 men) for forestry duties there.
After the landings in Normandy in Jun 1944, ten companies eventually moved to the Continent to continue operations there; 77 square timber rafts and 54 round timber rafts had been created in Southampton to moved timber across the English Channel with them. By the end of Aug 1944, operations had commenced on the continent; six companies of the CFC were called out to hold the line during the German Ardennes Offensive in Dec 1944, when Allied reserves were stretched to the limit.
On 1 Sep 1945 the CFC was officially disbanded (forestry operations had already ceased in Scotland in Jun) and all 20 companies returned to Canada. In all at it's peak, the overseas strength of the corps had been 220 officers and 6,771 other ranks. A total 442,100,100 foot board measures of timber had been cut in Scotland, England and France during their time in Europe.
Also of note is the fact that Newfoundland had also contributed foresters to the war effort; the Newfoundland Overseas Forestry Unit was created in Nov 1939 of civilians; in Dec 1942 they numbered 1,497 men who had volunteered for the duration of the war. They conducted operations in Scotland similar to that of the CFC. Notes Stacey, C.P. Official History of the Canadian Army in the Second World War Volume I: Six Years of War (Queen's Printer, 1955) p. 65 Love, David W. A Call to Arms: The Organization and Administration of Canada's Military in World War One (Bunker to Bunker Books, Calgary, AB, 1999) ISBN 1894255038 p.249 MacPherson, John. Echo Two website accessed 13 Jan 2006 | 3.3125 | 3 | [
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How ultrasound might get drugs across the blood-brain barrier
A new technology uses ultrasound and tiny bubbles to open the blood-brain barrier.
Cavitation microstreaming generated by a microbubble and marked by fluorescent beads.
Miles M. Aron, courtesy of BUBBL, University of Oxford, England
New technology may open the door to safer and less invasive use of drugs used to treat brain cancer and Alzheimer’s disease.
The brain is surrounded by a protective barrier called the blood-brain barrier that prevents chemicals in the blood from entering the brain. While this keeps out toxins, it can also prevent access of certain drugs to the brain which can help in the treatment brain cancer and other diseases of the brain.
Researchers from the University of Oxford, UK, and the University of Twente, Netherlands, have developed a promising technique for opening the barrier using ultrasound and microscopic bubbles known as ‘cavitation agents’.
The research was conducted collaboratively between the University of Oxford, United Kingdom and the University if Twente, Netherlands. An experimental platform – a kind of “blood-brain barrier on a chip” made from human cells – was used to measure acoustic emissions, light, sound and electrical fields of the blood-brain barrier during treatment. Fluorescent probes were also used to determine the mechanical and chemical effects on the cells from the cavitation agents. This allowed disruption, recovery and biological response of the barrier to be observed in real time.
While tests on real brains are some way off, this method may open up a range of new possibilites for treating diseases of the brain. | 3.609375 | 4 | [
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Schleswig-Holstein Question
The Schleswig-Holstein Question (; ) was a complex set of diplomatic and other issues arising in the 19th century from the relations of two duchies, Schleswig () and Holstein (), to the Danish crown and to the German Confederation. The British statesman Lord Palmerston is reported to have said: "Only three people have ever really understood the Schleswig-Holstein business—the Prince Consort, who is dead—a German professor, who has gone mad—and I, who have forgotten all about it."
Schleswig was a part of Denmark during the Viking Age, and became a Danish duchy in the 12th century. Denmark repeatedly tried to reintegrate the Duchy of Schleswig into the Danish kingdom. On March 27, 1848, Frederick VII of Denmark announced to the people of Schleswig the promulgation of a liberal constitution under which the duchy, while preserving its local autonomy, would become an integral part of Denmark. This led to an open uprising by Schleswig-Holstein's large German majority in support of independence from Denmark and of close association with the German Confederation. The military intervention of the Kingdom of Prussia supported the uprising: the Prussian army drove Denmark's troops from Schleswig and Holstein, beginning the First Schleswig War (1848–51), which ended in a Danish victory at Idstedt. The second attempt to reintegrate the Duchy of Schleswig into the Danish kingdom, initiated by the signing by King Christian IX of Denmark of the November Constitution in 1863, was seen as a violation of the London Protocol and led to the Second Schleswig War of 1864.
Even though Schleswig, Holstein, and Denmark had all had the same hereditary ruler for some centuries, the inheritance rules in the three territories were not the same. The Dukedoms of Schleswig and Holstein were inherited under Salic law which ignored females: the Kingdom of Denmark had a different inheritance law which permitted male heirs to inherit through the female line. In the 19th century, this difference in inheritance law meant that when the childless King Frederick VII of Denmark died, the Kingdom of Denmark would be separated from the duchies of Schleswig and Holstein, because one man would inherit the Kingship and another the Dukedoms. This is what happened on the death of Frederick VII in 1863.
The central question was whether the duchy of Schleswig was or was not an integral part of the dominions of the Danish crown, with which it had been associated in the Danish monarchy for centuries or whether Schleswig should, together with Holstein, become an independent part of the German Confederation. Schleswig itself was a fiefdom of Denmark, as the duchy of Holstein had been a fief of the Holy Roman Empire until 1806, and become a component state of the German Confederation with the Danish king as duke. This involved the question, raised by the death of the last common male heir to both Denmark and the two duchies, as to the proper succession in the duchies, and the constitutional questions arising out of the relations of the duchies to the Danish crown, to each other, and of Holstein to the German Confederation.
Much of the history of Schleswig-Holstein has a bearing on this question. Following the defeat of Germany in World War I, the Danish majority area of Northern Schleswig was finally unified with Denmark after two plebiscites organised by the Allied powers. A small minority of ethnic Germans still lives in Northern Schleswig, while a Danish minority remains in South Schleswig.
Constitutional problem
Since 1849 disparate systems of government had co-existed within the Danish state. Denmark proper had become a constitutional democracy. However, absolutism was still the system of Schleswig and Holstein, with advisory assemblies based on the estates system which gave more power to the most affluent members of society. The three units were governed by one cabinet, consisting of liberal ministers of Denmark who urged economic and social reforms, and conservative ministers from the Holstein nobility who opposed political reform. After the uprising in Holstein and Schleswig the monarch had no interest in sharing rule with the people, many formerly rebellious. Estates of the realm, with their fear of being replaced by democratic institutions, were easier to be compromised.
This caused a deadlock for practical lawmaking, hardened by ethnic tensions, and a complete inability to govern was imminent. Moreover, Danish opponents of this so-called Unitary State (Helstaten) feared that Holstein's presence in the government and, at the same time, Holstein's membership of the German Confederation would lead to increased German interference with Holstein, or even into purely Danish affairs.
In Copenhagen, the palace and most of the administration supported a strict adherence to the status quo. The same applied to foreign powers such as the United Kingdom, France and Russia, who would not accept a weakened Denmark in favour of a German power, such as Austria or Prussia, acquiring Holstein with the important naval harbour of Kiel or controlling the entrance to the Baltic.
Language and nationality
There was also the national question: both Germany and Denmark wished, characteristically of the nineteenth century, to create and consolidate nationalities from a background of fragmented cultural practices and dialects.
Lastly, there was the international question: the rival ambitions of the German powers involved, and beyond them the interests of other European states, notably that of the United Kingdom in preventing the rise of a German sea-power in the north.
German had been the language of government in Schleswig and Holstein while more-or-less independent Dukes ruled, and stayed so; and had been a language of government of the kingdom of Denmark in several eras. Since the Lutheran Reformation, German had been dominant in church and schools, and Danish was the dominant language among the peasantry in Schleswig.
Low German was the language of all of Holstein. During the centuries following the Middle Ages, Low German had come to dominate in Southern Schleswig, which had originally been predominantly Danish-speaking. The Danish language still dominated in Northern Schleswig. Around 1800, German and Danish were spoken in approximately equal proportions throughout what is now Central Schleswig.
The German language had been slowly spreading at the expense of Danish in previous centuries: for example, Danish was still spoken on the peninsula of Schwansen around 1780 (the last known use of Danish was in the villages near the Schlei), but then became extinct.
The language border in the nineteenth century conformed approximately to the current border between Denmark and Germany .
It was clear that Danish dominance in Schleswig was vulnerable and weakening. Through its vigorous economic activity, the ethnically German area to the south expanded its geographic domain. Linguistically Low German immigrants constantly arrived, and previously Danish-speaking families often came to find it convenient to change languages. The Low German language, rather than Danish, had become typical of Holstein and much of south Schleswig.
One solution, which afterwards had the support of Napoleon III, would have been to partition Schleswig on the lines of nationality, assigning the Danish part to Denmark, the German to Holstein. This idea, which afterwards had supporters among both Danes and Germans, proved impracticable at the time owing to the intractable disposition of the majority on both sides. This solution was subsequently implemented by plebiscites in 1920 as a condition of the treaty of Versailles, and Northern Schleswig was returned to Denmark.
Treaty of Ribe
German Schleswig-Holsteiners often cited a clause from the Treaty of Ribe of 1460, stating that Schleswig and Holstein should "always be together and never partitioned (or separated)". Although this treaty played a minor role at the more formal level of the conflict, its proclamation "Forever Inseparable" (Up ewig ungedeelt) obtained proverbial status during the German nationalist awakening, both among those wishing an independent Schleswig-Holstein, and in the German unification movement in general.
In Denmark it was granted less significance, and the citing widely regarded to be out of context, as it could either hint at the duchies not being separated from each other, or their not being partitioned into smaller shares of inheritance. This had happened many times anyway, leaving a confusing pattern of feudal units. Danes also brought forward rulings of a Danish clerical court and a German Emperor, of 1424 and 1421 respectively, stating that Schleswig rightfully belonged to Denmark, because it was a Danish fief and Holstein was a fief of the Holy Roman Empire, wanting Schleswig and Holstein to separate from each other.
The major powers appear to have given the Treaty of Ribe little notice in comparison to the ethnic conflict and worries about the European balance of power.
Resolution
The Second Schleswig War resolved the Schleswig–Holstein Question violently, by forcing the king of Denmark to renounce (on 1 August 1864) all his rights in the duchies in favour of Emperor Franz Joseph I of Austria and King William I of Prussia. By Article XIX of the definitive Treaty of Vienna signed on October 30, 1864, a period of six years was allowed during which the inhabitants of the duchies might opt for Danish nationality and transfer themselves and their goods to Denmark; and the rights pertaining to birth in the provinces were guaranteed to all, whether in the kingdom or the duchies, who had been entitled to those rights at the time of the exchange of ratifications of the treaty.
In the Austro–Prussian War of 1866, Prussia took Holstein from Austria and the two duchies subsequently merged into the Province of Schleswig-Holstein. From this point on, the Schleswig-Holstein Question was subsumed by the larger issue of Austro–Prussian relations, which the 1866 war deeply influenced. It survived, however, as between Danes and Germans, though narrowed to the question of the fate of the Danish population of Schleswig. This question is of great interest to students of international law and as illustrating the practical problems involved in asserting the modern principle of nationality.
For the effect on the Danes of Schleswig and events afterwards, see History of Schleswig-Holstein.
Today, Northern Schleswig, or South Jutland County, is in Denmark; the remainder, as Schleswig-Holstein, is a state of Germany.
Schleswig-Holstein Question in literature
Elements of the Schleswig-Holstein Question were fictionalised in Royal Flash, the second of George MacDonald Fraser's The Flashman Papers novels.
Its potential solution (or lack thereof) also forms part of the solution to the mystery at the centre of Kim Newman's short story "Tomorrow Town".
Danish author Herman Bang wrote of life on the island of Als in the aftermath of the Battle of Dybbøl in the Second War of Schleswig in his novel Tine, published in 1889.
Dostoevsky refers to this as "The farce in Schleswig-Holstein" in Notes from Underground.
The question appears in the first volume of the Reminiscences of Carl Schurz as an issue of concern in the Revolutions of 1848 and also as the farcical recollections of his friend Adolf Strodtmann regarding his (Strodtmann's) participation in the conflict (see Chapter 5, pp. 130–132, and Chapter 6, pp. 141–143).
See also
History of Schleswig-Holstein
References
Further reading
Müller, Friedrich Max. The Schleswig-Holstein Question and Its Place in History in "Last Essays by the Right Hon. Professor F. Max Müller", 1881, (accessed on-line August 2017).
Price, Arnold. "Schleswig-Holstein" in Encyclopedia of 1848 Revolutions (2005) online
Sandiford, Keith AP. Great Britain and the Schleswig-Holstein question, 1848-64: a study in diplomacy, politics, and public opinion (University of Toronto Press, 1975).
Steefel, Lawrence D. The Schleswig-Holstein Question. 1863-1864 (Harvard U.P. 1923).
Category:Schleswig Wars
Category:National questions
Category:Denmark–Germany relations
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Protect Your Child From Whooping Cough by Getting Immunized
Whooping cough – a bacterial disease characterized by a violent, debilitating cough – is making a comeback.
Thought to be wiped out by the mid-1970s, the highly contagious disease reportedly caused 17,000 U.S. cases in 2009, although scores of unreported cases increased this number many times over.
Currently, there are recognized outbreaks in California, Pennsylvania, Michigan and Ohio, as well as several other smaller community clusters throughout the country.
"This is a truly tragic disease because both the child and family suffer for weeks before recovery is possible," says James Conway, MD, a UW Health pediatric infectious disease specialist. "Fortunately, it is very easy to prevent by ensuring that your whooping cough, or pertussis, vaccine is up to date."
This is particularly important to women who are pregnant, have just given birth or have close contact with infants. Getting an adult vaccination for whooping cough with a Tdap vaccine can easily save a baby from this potentially fatal disease.
"No one would dream of giving whooping cough to their baby intentionally, but it could happen," says Dr. Conway. "We might think that our babies are protected when they get vaccinated for pertussis, but immunization requires a full series of vaccines, and no vaccine is 100 percent protective."
Dr. Conway says a baby is most vulnerable during the first few months of life, which is why anyone in close contact with newborns should be immunized.
"By the time most of us reach adulthood, we are typically 20 or 30 years past the time we were last vaccinated, so our immunity to whooping cough has long since worn off," he adds. "Teenagers are also susceptible to whooping cough and can become ill themselves or transmit the infection to siblings. For these reasons,"
Dr. Conway says, "Wisconsin now requires the Tdap vaccine for all students in grades 6 through 12."
The whooping cough vaccine (usually called DTaP for infants and young children, and Tdap for adolescents and adults) also protects against two other potentially deadly diseases: diphtheria and tetanus—also known as lockjaw.
"Immunizations don’t end at childhood," says Dr. Conway, "so adults should check with their physicians during routine visits and physicals to see if they are due for booster shots to guard against these diseases. | 3.015625 | 3 | [
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Synchrony in fall leaf drop: chlorophyll degradation, color change, and abscission layer formation in three temperate deciduous tree species.
Deciduous tree species remove some nutrients from their leaves during fall leaf senescence through retranslocation. Retranslocation impacts the timeline of leaf fall, amount of active chlorophyll, and overall leaf nitrogen content as fall color change occurs. Our objective was to identify interspecific differences in the timing of abscission layer formation, leaf color change, and the level of chlorophyll degradation of young trees during fall senescence. Leaf relative chlorophyll content for three tree species was measured during fall 2015 by a greenness meter. These measurements were calibrated for each species through spectrophotometric determination of leaf chlorophyll concentration. Abscission layer formation was tracked using light microscopy of sampled leaves. Excised leaves were photographed on a flat white surface to track species leaf color through time. All three species had different chlorophyll declination rates throughout the fall season. The maple species started with less chlorophyll and began abscission layer formation earlier. The other two species had a similar starting chlorophyll level and onset timing of abscission layer formation. Visible leaf color change was not associated with a threshold in either chlorophyll degradation or abscission layer formation across species. Maple species degraded less chlorophyll on average, in the fall, than did the oak and beech species. The rate of chlorophyll degradation in coordination with abscission layer formation varied by species. Color change was not a good predictor of level of chlorophyll degradation in leaves across species. | 3.25 | 3 | [
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For the past two years, Joe Lukens, Marconi Society Young Scholar and Research Scientist at Oak Ridge National Laboratory, has been interested in frequency-based quantum information processing as an approach to making the quantum Internet a reality. By using ideas and models from the current Internet, Lukens believes that we can bring the benefits of the quantum Internet to people more quickly and in a more scalable way. He recently co-authored a paper in Optica by OSA outlining an approach to do just that.
Creating a More Practical Quantum Internet
While the classical Internet is built to transmit bits to different locations, the quantum Internet transmits quantum bits, or qubits, the basic unit of information in a quantum computer. If you have a small, low-power quantum computer in one location, you can connect it to a larger quantum computer elsewhere and transmit qubits between them. The quantum Internet would allow this on a global scale.
This is easier said than done. “Qubits are so squirrely,” says Lukens. “They degrade if they interact with their environment. You cannot copy a qubit without messing it up. You cannot amplify a qubit in order to send it further. These are the intrinsic challenges of quantum information.”
Frequency encoding leverages well-understood tools used in the classical Internet, such as pulse shapers and modulators, to control bits going through the system. By making the quantum Internet compatible with the classical Internet, we can make the quantum Internet more practical.
Why Do We Need a Quantum Internet?
While many more use cases for the quantum Internet will no doubt emerge when it is available, just like they did in the classical Internet, there are some immediate applications:
Security– When we have a quantum Internet, we can realize secure information between nodes, with security based on quantum mechanics rather than computational complexity. Quantum sensing can, in principle, let you detect quantities of dangerous chemicals more quickly and effectively. With entangled quantum sensors at different locations, we may even be able to detect new physics, such as dark matter.
Quantum computing – Although high in its hype cycle right now, quantum computing has real potential to solve problems that cannot be done efficiently with today’s technology. One example is Shor’s algorithm, which is an efficient way to factor large numbers. Public key cryptography exists today to let us communicate securely on the Internet precisely because of the difficulty of this problem. Quantum computing will make solving problems like Shor’s algorithm much more accessible and will become a disruptive technology in many fields.
Quantum simulation – When problems become very large and cannot be solved on traditional computers, quantum computers will be able to efficiently simulate other quantum systems. This could be very useful in basic sciences to help us understand particle physics, quantum chemistry, and more generally expand our understanding of the universe on scales ranging from atoms to galaxies.
What Was the Discovery?
All the applications above fall under the general umbrella of “quantum information processing”—using quantum systems to encode and process data. While quantum information processing can be achieved with any quantum particle (atoms, ions, electrons, superconducting circuits), single particles of light—or photons—are the best for traveling over long distances and connecting devices in the emerging quantum Internet. In the case of Lukens and his co-authors, the focus is on how to encode, manipulate, and measure information carried in some property of the individual photons.
One of the novel aspects of Lukens’ research is encoding this information in the photon’s color, or frequency, which means that the frequency of the photon corresponds to 0 or 1 – say the photon is 0 at red and 1 at green. Each frequency forms a “bin” in which a photon can exist, so that each photon can be described as a frequency-bin qubit. This is very similar to the principles of WDM, a widespread technology used in classical optical communications. WDM has great tools to control and use frequencies at high data rates, and it is only recently becoming clear how we can apply these ideas in quantum computing and make full use of these existing tools.
In order to develop large quantum networks with frequency bins, we will need to be able to apply quantum gates (basic logic operations) in parallel in optical fiber. Lukens and his co-authors discovered that they could have two different qubits and that they could apply two different gates, even on the same fiber.
The ability to have different gates on the same fiber and control the qubits in parallel is a technical achievement that could allow us to connect quantum nodes at different wavelengths, which otherwise would not be able to be linked together. This creates a quantum interconnect which takes quantum systems that are physically far away from each other and connects, or quantum entangles, them. This approach to building the quantum Internet leverages tools and technology from the classical Internet, providing a step forward to the many promising applications of connected quantum devices.
For more detail on the solution created by Lukens and Oak Ridge colleagues Nick Peters, Brian Williams, and Pavel Lougovski, as well as Purdue collaborators Hsuan-Hao Lu and Andy Weiner, check out the full article in Optica. | 3.09375 | 3 | [
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Introduction
============
Glaciers cover approximately 10% of the land surface on the Earth ([@ref-64]) and are important components of the hydrological cycle providing vital water resources ([@ref-7]; [@ref-39]; [@ref-102]). However, glaciers are shrinking rapidly across the world due to accelerating global warming ([@ref-51]; [@ref-92]; [@ref-60]), and most of them are expected to disappear by 2050 ([@ref-103]; [@ref-52]). As a prominent component of the glacier forefront, glacier-fed streams have a highly heterogeneous environment due to longitudinal alterations of landcover, river hydrology and morphology, sediment transport, and biogeochemical processes ([@ref-48]; [@ref-57]; [@ref-49]; [@ref-64]). For example, from glacier terminus to downstream, terrestrial vegetation increases ([@ref-104]; [@ref-77]), stream channel lengthens ([@ref-63]; [@ref-83]), and water source compositions changes ([@ref-15]).
Biofilms are hot spots of microbial diversity and activity in stream ecosystems ([@ref-40]; [@ref-8]). Within stream biofilms, bacteria, fungi, and algae are the major components driving the bulk of metabolism and biogeochemical processes ([@ref-14]; [@ref-9]; [@ref-98]). The changing environment presents significant challenges for glacier-fed stream ecosystems. Previous studies have revealed that factors associated with glacier shrinkage have significant influences on the composition, diversity, and functional potential of bacterial communities in stream biofilms ([@ref-101], [@ref-100]; [@ref-78]; [@ref-79]). However, fungal communities in glacial systems are rarely studied ([@ref-32]; [@ref-3]). With the decrease in elevation, glacier coverage, and glacier source contribution to streamflow, as well as increase in distance to glacier terminus, bacterial communities showed increased alpha diversity as well as distinct taxonomic and functional compositions ([@ref-101], [@ref-100]; [@ref-78]; [@ref-79]). Biodiversity is important for generating and stabilizing ecosystem structure and functions ([@ref-59]; [@ref-94]). The positive effects of local species richness (alpha diversity) on ecosystem functioning have been widely confirmed by a growing number of studies ([@ref-25]; [@ref-21]; [@ref-29]). However, comparing to alpha diversity, beta diversity is an underexplored facet of biodiversity ([@ref-67]), which accumulates from compositional variations among local assemblages and provides insights into the mechanisms underlining biodiversity changes and their ecological consequences ([@ref-2]; [@ref-91]). For ecological communities suffering intensive environmental fluctuations and disturbances, focusing on beta diversity is especially important ([@ref-67]). In addition, microorganisms in many environments often coexist in a complex network with positive and negative interactions among members, playing pivotal roles in community assembly ([@ref-35]; [@ref-6]; [@ref-90]). These interactions may imply biologically or biochemically meaningful relationships between microorganisms ([@ref-99]). Microbial co-occurrence networks can reveal how taxa potentially interact with each other, how diverse taxa structure networks, and how networks are compartmentalized into modules of closely associated taxa, as well as how microbial communities responded to environmental variations ([@ref-71]; [@ref-35]; [@ref-27]; [@ref-4]). In addition, modularity (the tendency of a network to contain sub-clusters of nodes) is an important ecological feature in many biological systems, providing opportunities to identify highly connected taxa and integrate high dimension data into predicted ecological modules ([@ref-27]; [@ref-90]). A module is defined as a group of densely connected operational taxonomic units (OTUs), which have less links with OTUs belonging to other modules ([@ref-90]), forming a clustered network topology ([@ref-6]). Modules can help to reveal more ecological and evolutionary properties ([@ref-93]; [@ref-74]), which are easily overlooked when communities are studied as a whole or in taxonomic groups ([@ref-75]; [@ref-10]; [@ref-27]). The relationships between microbial modules and environmental variables can improve our understanding of the influences of environmental variation on microbial community assembly ([@ref-58]; [@ref-27]; [@ref-95]). However, previous studies in glacier-fed streams have only focused on the whole communities or certain taxonomic groups of bacteria and fungi ([@ref-82]; [@ref-63]; [@ref-101]; [@ref-78]). The network and modularity features of bacterial and fungal communities in glacier-fed streams are remaining one of our knowledge gaps. Integrating beta diversity and network modularity can provide novel insights into assembly mechanisms of microbial communities in glacier-fed streams.
Glacier-fed streams in Tian Shan Mountains in Central Asia are particularly vulnerable to climate change, where glaciers contribute significantly to stream runoff ([@ref-1]; [@ref-44]; [@ref-92]). Glacier shrinkage has been observed in the past decades ([@ref-33]) and will accelerate in the coming decades as temperature increases ([@ref-55]; [@ref-38]). Here, we investigated bacterial and fungal communities in two glacier-fed streams using high-throughput sequencing combined with hydrological modeling. We aimed to examine the microbial co-occurrence networks (considering both fungal and bacterial communities) and to assess their response patterns to environmental variation in these glacier-fed streams. In glacier foreland soil, bacterial and fungal communities had contrasting community structures and response patterns to environmental variables ([@ref-11]; [@ref-13]; [@ref-17]). Glacier-fed streams have intimate connections with terrestrial ecosystems in the glacier foreland through multiple ways ([@ref-26]; [@ref-43]; [@ref-85]). Thus, we hypothesize that bacterial and fungal communities in glacier-fed streams have contrasting assembly mechanisms and respond differently to environmental variation.
Materials and Methods
=====================
Study area
----------
The Tian Shan mountains, known as the "water tower of Central Asia," span a large area of Central Asia from northwestern China to southeastern Kazakhstan and from Kyrgyzstan to Uzbekistan ([Fig. 1](#fig-1){ref-type="fig"}). In Tian Shan area, glaciers contribute considerably to water resources and play an important role in streamflow regimes ([@ref-92]; [@ref-97]). In China's portion of the Tian Shan Mountains, there are 7,934 glaciers with a total area of 7,179 km^2^ and a total volume of 707 km^3^ ([@ref-42]). However, glaciers in the Tian Shan Mountains are extremely sensitive to global warming ([@ref-55]) and have been shrinking rapidly due to climate warming since the 1970s ([@ref-69]; [@ref-33]). For example, Urumqi Glacier No. 1 (GN1, 43°06′N, 86°49′E) is located in eastern Tian Shan Mountain at the headwater of the Urumqi River ([Fig. 1](#fig-1){ref-type="fig"}) and retreated from an area of 1.95 km^2^ in 1962 to 1.65 km^2^ in 2010 ([@ref-105]). In 2050, GN1 will likely lose up to 54% of the glacier area and 79% of the ice volume relative to 1980 ([@ref-38]).
{#fig-1}
Field sampling
--------------
In June 2016, we investigated two glacier-fed streams in the Tian Shan Mountain. Water samples and benthic biofilm samples were collected from 11 sample sites in total spanning from the elevation of 3,828 to 2,646 m ([Fig. 1](#fig-1){ref-type="fig"}). The sample sites were chosen along the streams in order to have heterogeneous environments, including different land vegetation and hydrological properties such as glacier contributions to stream flow. However, due to the constraint of accessibility, the sites were not spaced at equal intervals. At each sample site, six to nine submerged rocks were randomly sampled from the stream cross section below 10 cm. A sterilized nylon brush was used to remove the benthic biofilm from each stone in an area of 4.5 cm diameter on the upper surface. The slurry was rinsed with 500 mL sterile water. Approximately 10 mL of the mixed slurry was filtered through a 0.2-μm polycarbonate membrane filter (Whatman, Maidstone, UK) which was immediately frozen in liquid nitrogen in the field. After transported to the lab, the benthic biofilm samples were stored under −80 °C until DNA extraction. In addition, 500 mL water samples were collected for chemical analyses with three replications and stored under 4 °C.
Environmental factors
---------------------
At each sample site, pH, conductivity (Cond), and elevation were measured in situ using a handheld pH meter (PHI 400 Series; Beckman Coulter, Brea, CA, USA), YSI meter (model 80, Yellow Springs, OH, USA), and GPS unit (Triton 500; Magellan, Santa Clara, CA, USA), respectively. Unfiltered water samples were directly used to measure total nitrogen (TN) and total phosphorus (TP). TN was analyzed by ion chromatography with prior persulfate oxidation (EPA 300.0). TP was analyzed using the ammonium molybdate method with prior oxidation (EPA 365.3). Filtered water samples (filtered with pre-combusted GF/F filters) were used to test nitrate (NO~3~^−^), ammonium (NH~4~^+^), soluble reactive phosphorus (SRP), and dissolved organic carbon (DOC). NO~3~^−^ was analyzed using ion chromatography (EPA 300.0). NH~4~^+^ was analyzed using the indophenol colorimetric method (EPA 350.1). SRP was measured according to the ammonium molybdate method (EPA 365.3). DOC was measured using a total organic carbon (TOC) analyzer (TOC-VCPH; Shimadzu Scientific Instruments, Columbia, MD, USA). Water chemistry data was reported in our previous research ([@ref-78]).
In glacier-fed streams, both biotic and abiotic environments are tightly linked to the relative contributions of glacier melt and runoff to the stream flow ([@ref-62]; [@ref-45]; [@ref-56]). According to the landscape-based hydrological model proposed by [@ref-37], [@ref-36]), we classified the landscape into glaciated and non-glaciated. For each sample site, the proportion of glaciated area (GA) in its sub-catchment was calculated and the proportion of glacier source water (GS) in the total runoff was derived from the model ([@ref-37], [@ref-36]). The hydrological distance to glacier terminus (GD) was measured according to the river channel network ([Fig. 1](#fig-1){ref-type="fig"}). These hydrological parameters were also reported in our previous research ([@ref-78]).
In the study area, the vegetation (grassland) status was measured by the normalized difference vegetation index (NDVI) using the Terra moderate resolution imaging spectroradiometer Vegetation Indices (MOD13Q1) Version 6 data downloaded from USGS (<https://earthexplorer.usgs.gov/>) ([Fig. 1](#fig-1){ref-type="fig"}). The MOD13Q1 product was generated on June 26, 2017 and has a resolution of 250 m. NDVI is calculated based on the absorption of red light and the reflection of infrared radiation by vegetation ([@ref-84]). The equation is represented as NDVI = (NIR − RED)/(NIR + RED), where NIR is near infrared reflectance and RED is visible red reflectance. It has been demonstrated that NDVI exhibits close relationships with above-ground vegetation biomass and coverage ([@ref-22]; [@ref-30]; [@ref-80]). For each stream site, the average NDVI of its sub-catchment (the upstream area of the stream site) was calculated as the mean NDVI of each pixel in the sub-catchment.
DNA extraction, PCR, and sequencing
-----------------------------------
Bacterial 16S rRNA gene sequences and fungal 18S rRNA gene sequences were analyzed to determine the bacterial community (BC) and fungal community (FC), respectively. To determine the fungal community, the internal transcribed spacer regions and 18S rRNA genes are commonly used and provide similar results and congruent conclusions ([@ref-18]). We used 18S rRNA gene sequencing to detect the fungal community in this study. DNA was extracted using the PowerSoil DNA Isolation Kit (MoBio, Carlsbad, CA, USA) following the manufacturer's protocol. The V3--V4 regions of the 16S rRNA genes were amplified using the bacterium-specific forward and reverse primers 338F-ACTCCTACGGGAGGCAGCA and 806R-GGACTACHVGGGTWTCTAAT (Invitrogen, Vienna, Austria) ([@ref-50]; [@ref-61]; [@ref-20]). The V4--V5 regions of the 18S rRNA genes were amplified using the fungus-specific forward and reverse primers 817F-TTAGCATGGAATAATRRAATAGGA and 1196R-TCTGGACCTGGTGAGTTTCC-3′ (Invitrogen, Vienna, Austria) ([@ref-12]). The forward primers were barcoded, and the barcodes were designed considering the balanced guanine--cytosine content, minimal homopolymer runs, and no self-complementarity of more than two bases to reduce internal hairpin propensity ([@ref-47]). PCR reaction systems were prepared using a Premix Taq Kit (Code No. RR902A; Takara, Kusatsu,, Japan) according to the manufacturer's instructions. The total volume of each PCR reaction was 20 μL, containing 10 μL of 2×EX Premix Taq™ Polymerase, one μL of forward primer, one μL of reverse primer, one μL of NDA extraction, and seven μL of Nuclease-free water. The PCR reactions were conducted with a thermal cycler (ABI 2700, SeqGen, Torrance, CA, USA) with a temperature profile of 1-min hot start at 80 °C, followed by pre-denaturation at 94 °C for 5 min, 30 cycles of amplification (denaturation at 94 °C for 30 s, annealing at 52 °C for 30 s, and extension at 72 °C for 90 s), and a final extension at 72 °C for 10 min. The PCR amplicons were verified in 1.0% agarose with 1× TAE buffer using electrophoresis, purified using the Gel Extraction Kit (Qiagen, Hilden, Germany), and quantified by Qubit 2.0 Fluorometer (Invitrogen, Carlsbad, CA, USA). One of the fungi sample (N2) was not successfully amplified. The purified and quantified DNA libraries were then pooled together according to their concentrations. The pooled library was sequenced on an Illumina MiSeq (PE300) sequencing platform.
Analyses
--------
Raw sequence data of bacterial 16S rRNA (available at NCBI, [PRJNA398147](PRJNA398147), [SRP115356](SRP115356)) and fungal 18S rRNA (available at NCBI, [PRJNA542974](PRJNA542974), [SRP198430](SRP198430)) were processed using QIIME 1.9.0 ([@ref-19]). The forward and reverse reads were merged. The merged sequences were then assigned to samples based on the barcode. The barcode and primer sequence were cut off to truncate the sequences. The sequences with length \>200 bp and mean quality score \<20 were discarded. Using UCHIME algorithm ([@ref-31]), the chimeric sequences were detected and removed. Finally, the effective sequences of 16S and 18S rRNA were grouped into OTUs against the Silva 132 database at 99% threshold.
All the analyzed environmental variables, including GD, GA, GS, NDVI, elevation, pH, Cond, TN, NO~3~^−^, NH~4~^+^, TP, SRP, and DOC, were standardized using the "normalize" method in *decostand* function in vegan 2.5-3 package ([@ref-73]). Spearman correlation analyses (*cor* function in stats v3.6.0 package) were used to assess the pairwise relationships between environmental variables and visualized using *corrplot* function in corrplot 0.84 package. Mantel tests (*mantel* function in vegan 2.5-3 package) were used to assess the relationships among spatial dissimilarity (represented by geographic distance), overall environmental distance, hydrological dissimilarity, nutrient dissimilarity, and vegetation dissimilarity. Partial Mantel tests (*mantel.partial* function in vegan 2.5-3 package) were used to assess those relationships by controlling nutrient dissimilarity. The geographic distance was calculated based on the GPS coordinates of sample sites using *distGeo* function in geosphere 1.5-10 package. The environmental distance was represented by Euclidean distance based on all analyzed environmental variables. Hydrological dissimilarity was represented by Euclidean distance based on GD, GA, and GS. Nutrient dissimilarity was represented by Euclidean distance based on TN, NO~3~^−^, NH~4~^+^, TP, and SRP. Vegetation dissimilarity was represented by Euclidean distance based on NDVI. Euclidean distances were calculated using *vegdist* function in vegan 2.5-3 package ([@ref-73]). All the above statistical analyses were conducted in R 3.5.1 ([@ref-76]).
The co-occurrence networks of bacterial and fungal communities were assessed and visualized using Cytoscape (version 3.7.1) ([@ref-89]). In network analyses, the pairwise correlations between OTUs (OTUs with a relative abundance \>0.01%) were calculated using Spearman's correlation based on the relative abundance of OTUs (data was transformed by Hellinger transformation using *decostand* function in vegan 2.5-3 package). Only strong (*R* \> 0.7 OR *R* \< −0.7) and significant (*P* \< 0.01) correlations were considered in network analysis. ClusterMaker app ([@ref-68]) was used to analyze the modular structures of the co-occurrence networks. Modularity values greater than 0.4 suggest that the network has a modular structure ([@ref-71]). The group attributes layout algorithm was used to construct the networks based on modules. The basic topological metrics of networks were calculated, including number of nodes, number of edges, clustering coefficient, characteristic path length, network density, network heterogeneity, and modularity. The taxonomic dissimilarities (beta diversity) of the BC and FC were calculated based on Bray--Curtis distance in terms of the relative abundance of OTUs using R package vegan 2.5-3 ([@ref-73]). Moreover, the taxonomic dissimilarities of the major modules (modules have more than 15 nodes) were also calculated based on Bray--Curtis distance in terms of the relative abundance of OTUs in the module. BM1, BM2, BM3, and BM4 represent four major modules in the bacterial network. FM1, FM2, FM3, FM4, FM5, and FM6 represent six major modules in the fungal network. Mantel tests were used to assess the correlations between spatial and environmental dissimilarities and taxonomic dissimilarities of bacterial and fungal communities and modules. The relationships among different modules and communities for bacteria and fungi were also assessed using Mantel tests.
Results
=======
Environmental variations and community taxonomic dissimilarities
----------------------------------------------------------------
The environmental variables of the streams varied across the sampling sites and showed differing interrelationships ([Fig. 2](#fig-2){ref-type="fig"}). GD, GA, GS, NDVI, elevation, pH, and conductivity were closely correlated with each other ([Fig. 2A](#fig-2){ref-type="fig"}). DOC was negatively correlated with GS, TN, and NO~3~^−^, while positively correlated with NDVI and pH ([Fig. 2A](#fig-2){ref-type="fig"}). Across the sampling sites, hydrological and vegetation dissimilarities had strong linear relationships with overall environmental dissimilarity, while nutrient dissimilarity only had a weak relationship ([Fig. 2B](#fig-2){ref-type="fig"}). Moreover, hydrological and vegetation dissimilarities had a strong interrelationship with each other but without significant relationships to nutrient dissimilarity ([Fig. 2B](#fig-2){ref-type="fig"}). Geographic distance only had a significant relationship with nutrient dissimilarity ([Fig. 2B](#fig-2){ref-type="fig"}). In addition, Mantel tests showed that environmental, hydrological, and vegetation dissimilarities had significant positive relationships to taxonomic dissimilarities of BC but not to FC ([Fig. 3](#fig-3){ref-type="fig"}). However, geographic distance and nutrient dissimilarity did not have significant relationships with taxonomic dissimilarities of both bacterial and fungal communities ([Fig. 3](#fig-3){ref-type="fig"}).
{#fig-2}
{#fig-3}
Bacteria and fungi co-occurrence patterns and modular structures
----------------------------------------------------------------
In the studied glacier-fed streams, bacteria and fungi formed complex co-occurrence networks ([Fig. 4](#fig-4){ref-type="fig"}). The bacterial and fungal networks consisted of 904 and 238 nodes and 21,463 and 1,348 edges, respectively ([Table 1](#table-1){ref-type="table"}). The bacterial network had a higher number of nodes and edges as well as a higher network density ([Fig. 4](#fig-4){ref-type="fig"}; [Table 1](#table-1){ref-type="table"}), indicating the bacterial network was more complex and connected than the fungal network. However, the fungal network exhibited a higher clustering coefficient, characteristic path length, network heterogeneity, and modularity, indicating that the fungal network had a more clustered topology than the bacterial network ([Fig. 4](#fig-4){ref-type="fig"}; [Table 1](#table-1){ref-type="table"}).
{#fig-4}
10.7717/peerj.7715/table-1
###### Topological parameters of the network of bacterial and fungal communities.
Topological parameters Description Bacterial Fungal
---------------------------- --------------------------------------------------------------------------------------------------- ----------- --------
Number of nodes Number of OTUs in the network 904 238
Number of edges (in total) Strong and significant correlations 21,463 1,348
Number of edges (positive) Positive correlations 18,419 1,253
Number of edges (negative) Negative correlations 3,044 95
Clustering coefficient The fraction of observed vs. possible clusters for each node 0.440 0.451
Characteristic path length The median of the means of the shortest path lengths connecting each vertex to all other vertices 2.887 3.829
Network density The ratio of the number of edges and the number of possible edges 0.053 0.048
Network heterogeneity Density distribution of connections between nodes 0.929 1.107
Modularity Tendency of a network to contain sub-clusters of nodes 0.52 0.599
Co-occurrence networks can be compartmentalized into modules within which nodes are closely associated and are expected to share environmental preferences. We found that the OTUs in bacterial and fungal networks were grouped into four and six major modules (modules with more than 15 nodes), respectively ([Figs. 4A](#fig-4){ref-type="fig"} and [4B](#fig-4){ref-type="fig"}). All the modules were formed by various microbial taxa ([Figs. 4C](#fig-4){ref-type="fig"} and [4D](#fig-4){ref-type="fig"}), which shown differently across sample sites ([Figs. S1](#supp-1){ref-type="supplementary-material"} and [S2](#supp-1){ref-type="supplementary-material"}). Modules had significantly different taxonomic compositions to each other ([Tables S1](#supp-2){ref-type="supplementary-material"} and [S2](#supp-2){ref-type="supplementary-material"}). Mantel tests showed that the taxonomic dissimilarities of the BC and modules had strong interrelationships ([Fig. 5](#fig-5){ref-type="fig"}). The taxonomic dissimilarities of FC and modules only had weak interrelationships. Between bacterial and fungal networks, only FM3 had strong relationships with BC and BMs. Mantel tests also revealed that all bacterial modules (BM1, BM2, BM3, and BM4) and one fungal module (FM3) were positively correlated with environmental, hydrological, and vegetation dissimilarities, but not with geographic distance and nutrient dissimilarity ([Fig. 3](#fig-3){ref-type="fig"}).
{#fig-5}
Discussion
==========
Bacterial and fungal communities in stream biofilms are major components of glacier-fed stream ecosystems. The strong correlations between bacterial communities and environmental, hydrological, and vegetation characteristics suggest substantial influences of spatial heterogeneity and potential influences of glacier shrinkage on bacterial communities ([Fig. 3](#fig-3){ref-type="fig"}). However, the variation of bacterial communities was not associated with stream nutrient variations and geographic distance. In our studied glacier-fed streams, the proportion of GA, the proportion of glacier source water (GS), the hydrological distance to glacier terminus (GD)and the NDVI were the environmental variables associated with longitudinal patterns of glacier-fed streams. Glacier-fed streams are fed by various sources, including ice-melt, snowmelt, and groundwater ([@ref-15]). The contribution of different water sources varies longitudinally from the glacier terminus to downstream reaches and temporally with glacier shrinkage ([@ref-14]; [@ref-63]; [@ref-37]), resulting in distinct hydrology and physicochemical features which control the ecological structures and processes in glacier-fed streams ([@ref-15], [@ref-16]; [@ref-88]). Synchronizing with the hydrological changes in glacier-fed streams, vegetation growth and aboveground biomass in the catchment also has a clear elevation gradient ([@ref-23]) which will likely be amplified due to climate warming ([@ref-104]; [@ref-77]). The changed landcover modifies terrestrial and aquatic biogeochemistry ([@ref-87]), and affects stream biofilms ([@ref-34]; [@ref-72]). Thus, hydrological variables (GD, GA, and GS) and vegetation variable (NDVI) determine the environmental heterogeneity of glacier-fed streams and can potentially indicate glacier shrinkage. It has been widely demonstrated that glacier shrinkage alters watershed landcover and instream environments ([@ref-48]; [@ref-53]; [@ref-57]; [@ref-77]; [@ref-64]), imposing impacts on bacterial communities ([@ref-70]; [@ref-49]). For example, the alpha diversity of biofilm bacteria decreased with the increases of elevation, the proportion of glacier area in the watershed, and the relative contribution of glacier sources to stream runoff ([@ref-101]; [@ref-78]). Potential functions of bacterial communities are also significantly associated with hydrological factors ([@ref-79]). Our results further suggest strong influences of hydrological and vegetation characteristics on bacterial communities, leading to more different (biotic heterogenization) bacterial communities in glacier-fed streams.
In contrast to bacterial communities, environmental, hydrological, and vegetation dissimilarities were not significantly associated with the dissimilarity of fungal communities. Moreover, the variation fungal communities were also not associated to nutrient variations. The results suggest that FC variations were not affected by the environmental variation and might be insensitive to glacier shrinkage. We proposed that the unique responses of fungi may relate to the low temperature which can suppress the response of fungal communities to environmental variation. Fungi can survive and grow in harsh conditions with low temperatures such as glacier and snow by evolving various adaptive features ([@ref-46]). These fungi are known as psychrophiles and psychrotrophs. Although they exist widely in cold environments, the optimum temperature for the growth of psychrophilic fungi is around 15 °C and for psychrotrophic fungi is 20 °C ([@ref-41]; [@ref-81]; [@ref-24]; [@ref-96]). In glacier-fed streams, water temperature is usually below 10 °C or even close to 0 °C in summer ([@ref-65]). More interestingly, the contrasting response patterns of bacterial and fungal communities were also found in glacier foreland soil ecosystems, where bacterial communities are strongly influenced by the presence of vegetation and environmental heterogeneity and show convergence ([@ref-17]). In contrast to the bacterial communities in glacier foreland soil, fungal richness and diversity were more static and the community structure and distribution show a large extent of stochastic processes across the glacier foreland ([@ref-11]; [@ref-13]; [@ref-17]). It has been revealed that bacteria and fungi in headwater streams are similar to communities in adjacent soil due to intimate associations between headwater streams and terrestrial ecosystems ([@ref-26]; [@ref-43]; [@ref-85]). The immigration and advection of allochthonous bacteria and fungi from terrestrial environments can influence bacterial and fungal communities in glacier-fed streams ([@ref-26]; [@ref-43]). The unique response of fungal communities in glacier-fed streams is congruent with the observations in the periglacial soils, suggesting differing trajectories of fungal and BC variations in glacier-fed streams.
The different patterns of bacterial and fungal communities in glacier-fed streams were further supported by network analysis, which showed that the bacterial communities formed a more complex and connected network, while the fungal communities formed a more clustered network ([Fig. 4](#fig-4){ref-type="fig"}; [Table 1](#table-1){ref-type="table"}). Microbial communities are complex assemblages comprised by highly interactive taxa ([@ref-35]; [@ref-54]). This study is the first to explore the organization of the bacterial and fungal communities in glacier-fed streams using a co-occurrence approach with consideration of the driving forces. In general, communities with tight co-occurrence interactions and high complexity have a lower stability and are more susceptible to disturbance ([@ref-66]; [@ref-86]). The highly connected and complex bacterial network suggests that bacterial communities in the glacier-fed streams were more sensitive to environmental variations, especially to instream hydrological properties and land vegetation. Moreover, in a complex network, the highly interconnected species are grouped into a module ([@ref-5]; [@ref-71]). The strong interrelations among the taxonomic dissimilarities of BC and modules suggest that they had common processes in driving diversity and composition across various environments ([@ref-28]). In contrast, FC and modules generally had distinct driving processes to each other. Moreover, the fungal and bacterial communities also had different driving processes (except FM3 and bacterial communities and modules). Consistent with these findings, the variation of all bacterial modules and FM3 were strongly associated with environmental variation except nutrient dissimilarity, while fungal modules (except FM3) did not respond to environmental variation. Thus, our results suggest that, in our studied area, environmental variation had strong influences on bacterial communities and their assembly mechanisms but not on fungal communities (except one module) in biofilms of glacier-fed streams. The fungal communities may have unique assembly mechanisms which lead to their insensitive responses to environmental variations.
Conclusion
==========
Glacier shrinkage imposes significant influences on glacier-fed streams. Integrating beta diversity, our study provides the first co-occurrence network analyses of bacterial and fungal communities in glacier-fed streams. Firstly, this study highlighted that hydrological variables and vegetation status are important components in determining environment heterogeneity of glacier-fed streams and are indicator variables of glacier shrinkage. Then we identified co-occurrence properties of the microbial communities and their responses to environmental variations. Bacterial communities formed a more complex and connected network, while the fungal communities formed a more clustered network. Nutrients were insignificant to the assemblies of both bacterial and fungal communities in these glacier-fed streams. However, hydrological properties and vegetation status impose significant influences on assemblies of the BC but not on the FC. The results suggest the influences of glacier shrinkage on bacterial communities. However, fungi communities might be insensitive to glacier shrinkage. The results would add our knowledge of microbial community assembly mechanisms and the responses of microbial communities to environmental variations caused by glacier shrinkage.
Supplemental Information
========================
10.7717/peerj.7715/supp-1
###### Supplementary Figures.
[Figure S1](#supp-1){ref-type="supplementary-material"} Distributions of OTUs across sample sites for bacterial modules.
[Figure S2](#supp-1){ref-type="supplementary-material"} Distributions of OTUs across sample sites for fungal modules.
######
Click here for additional data file.
10.7717/peerj.7715/supp-2
###### Supplementary Tables.
[Table S1](#supp-2){ref-type="supplementary-material"} Pairwise dissimilarity tests of taxonomic composition among bacterial modules using PERMANOVA (*adonis* function in vegan package 2.5-3). *R*^2^ and *P*-values (in bracket) are shown.
[Table S2](#supp-2){ref-type="supplementary-material"} Pairwise dissimilarity tests of taxonomic composition among fungal modules using PERMANOVA (*adonis* function in vegan package 2.5-3). *R*^2^ and *P*-values (in bracket) are shown.
######
Click here for additional data file.
We are grateful to anonymous reviewers for the suggestions of writing and analysis, to Zhao QD, Han TD, and Ren Y for assistance in the field.
Additional Information and Declarations
=======================================
The authors declare that they have no competing interests.
[Ze Ren](#author-1){ref-type="contrib"} conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.
[Hongkai Gao](#author-2){ref-type="contrib"} conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.
The following information was supplied regarding data availability:
Data is available at NCBI: [SRP115356](SRP115356) and [SRP198430](SRP198430).
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All relevant data are within the paper and its supporting information files, or are available from the GenBank database (accession number KU847397).
1. Introduction {#sec001}
===============
The Western or European honey bee (*Apis mellifera*, Linnaeus 1756) is a eusocial insect living in colonies with three distinct castes: a single female queen, male drones, and female workers. Bee products like honey, wax, royal jelly or propolis are important to mankind \[[@pone.0164639.ref001]\]. Insect pollination is essential to agricultural productivity and human nutrition \[[@pone.0164639.ref002]\]. The pollination service of honey bees on crops, such as fruit trees and berries, in global agriculture has been estimated to be worth around €100 bn per year \[[@pone.0164639.ref003], [@pone.0164639.ref004]\].
Beekeepers have been reporting on unusually high honey bee colony mortality in North America \[[@pone.0164639.ref005]\] and Europe \[[@pone.0164639.ref006]\] for more than a decade. Natural populations of European honey bees are threatened or already extinct in many parts of the world. Parasitic infections cause a decline of feral honey bee colonies even in their original habitats \[[@pone.0164639.ref007]\]. Colony mortality is associated with strong *Varroa destructor* mite infestation and a rapid decrease of the adult bee population \[[@pone.0164639.ref008], [@pone.0164639.ref009]\]. The mite *Varroa jacobsoni*, a parasite of the Eastern honey bee (*A*. *cerana*), adapted to *A*. *mellifera* in the 1950s giving rise to the new species *V*. *destructor* \[[@pone.0164639.ref010]\]. Due to colony and queen bee trade, *V*. *destructor* has spread to all continents with the exception of Australia \[[@pone.0164639.ref011]\]. The global invasion reached central Europe in the 1970s and the USA in the 1980s \[[@pone.0164639.ref008]\]. Nowadays, bee colony survival depends on human supervision, intervention and regular control measures such as biotechnical or miticide treatments \[[@pone.0164639.ref012], [@pone.0164639.ref013]\].
The occurrence of deformed emerging bees is the major clinical sign of varroosis \[[@pone.0164639.ref014]\]. These deformities were closely associated with DWV infections as previously shown using experimental infection of pupae \[[@pone.0164639.ref015]\]. DWV is present in almost every beehive throughout the year, but DWV symptoms only occur in heavily Varroa infested colonies \[[@pone.0164639.ref016]\]. Overt DWV infections, characterized by the appearance of DWV symptoms at a colony level, are indicative of a colonies downfall and occur primarily during autumn \[[@pone.0164639.ref017]\]. There is general consensus that a synergistic interaction between DWV and Varroa mites plays an important role in colony mortality \[[@pone.0164639.ref018]--[@pone.0164639.ref021]\]. The Varroa mites' feeding behavior transmits DWV directly into the bees' haemolymph \[[@pone.0164639.ref016], [@pone.0164639.ref022], [@pone.0164639.ref023]\], bypassing the natural barriers of the bees body against conventional vertical and horizontal routes of virus transmission \[[@pone.0164639.ref024], [@pone.0164639.ref025]\].
It was documented that diverse DWV strains were present in the honey bee population of Hawaii before the Varroa mite invaded these islands, whereas a single strain prevails after the mite invasion \[[@pone.0164639.ref018]\]. A recent phylogenetic analysis supports the hypothesis that a DWV epidemic started in the mid of the 20^th^ century coinciding chronologically with the Varroa mites' host switch to *A*. *mellifera* \[[@pone.0164639.ref026]\]. DWV belongs to the genus *Iflavirus* within the family *Iflaviridae*. Iflaviruses are members of the order *Picornavirales* with a Picornavirus-like genome organization and particle morphology \[[@pone.0164639.ref014]\]. DWV is separated into the three master variants DWV-A, -B and -C \[[@pone.0164639.ref027]\]. Master variant A contains the classical DWV strains \[[@pone.0164639.ref028]\] and Kakugo virus \[[@pone.0164639.ref029]\], which are responsible for elevated colony mortality \[[@pone.0164639.ref018]\]. DWV-B includes the strains of *Varroa destructor viruses* (VDV), which are able to protect colonies by superinfection exclusion against DWV-A \[[@pone.0164639.ref030]\]. High recombination frequencies between different DWV strains and master variants have been documented in the field \[[@pone.0164639.ref031], [@pone.0164639.ref032]\]. However, only a few genomic sequences of DWV field strains have been deposited in databases and recombination was not proven *in vitro* using clonally selected viruses.
DWV has a single-stranded RNA genome of about 10 kb. The genome is polyadenylated and contains a single open reading frame (ORF) that is flanked by non-translated regions (NTRs). The ORF encodes a 2,894 amino acid polyprotein, which is translated via an internal ribosomal entry site (IRES). Viral proteases mediate maturation of at least four structural proteins (VP1-4) from the N-terminal third of the polyprotein and of a replicase unit (RNA helicase, 3C protease, and RNA-dependent RNA polymerase) from the C-terminal part. A genomic sequence of DWV is known since 2006 \[[@pone.0164639.ref028]\] and plasmids containing DWV genomes have been presented \[[@pone.0164639.ref033]\]. The IRES element of DWV has been studied in detail documenting its functional activity \[[@pone.0164639.ref034], [@pone.0164639.ref035]\].
Only a limited number of virological tools have been developed for the laboratory research on bee viruses. Defined cell culture systems, serological reagents, characterized viral strains or clones are effectively missing despite decades of intense research. So far, all studies used bee models and virus isolates originating directly from the field or from propagation in bee infection models. The use of virus isolates from field samples, which had not been plaque purified in cell culture (biological cloning), may result in misleading conclusions. Multiple virus strains, master variants or even species could be present at the same time in such field isolates. The application of reverse genetics allows circumventing virus isolation, clonal plaque purification and production of clonal viruses in cell culture systems. To our best knowledge, no reverse genetics system has been presented for DWV or any other member of the genus *Iflavirus*. For bee viruses in general, a single publication reported on the generation of infectious transcripts of *Black queen cell virus* (BQCV) achieved by the assembly of full-length PCR products with a suitable recognition site for the T7 RNA polymerase \[[@pone.0164639.ref036]\]. Here, we describe a stable infectious plasmid clone of DWV and its application for studies on DWV pathogenesis.
2. Materials and Methods {#sec002}
========================
2.1. Field sample {#sec003}
-----------------
The DWV-positive bee sample used in this study originated from a colony loss in Austria that occurred in 2012. No specific permission was required for honey bee sample collection, because this study used remnants of specimens initially collected from colony losses for diagnostic purposes. Crude bee lysate from the field sample was injected into the ventral chest of white to purple eye honey bee pupae (13 to 15 days old) to propagate DWV. The infected bee pupae were incubated for three days at 35°C in a humid environment. All experiments with infectious DWV were carried out in biosafety level 2 facilities.
2.2. Stock preparation and virus purification {#sec004}
---------------------------------------------
Single pupae were snap-frozen in 1 ml phosphate buffered saline (PBS) and homogenized in a TissueLyser II (Qiagen, Hilden, Germany). The lysate was cleared by centrifugation (13,000 rpm for 1 min) and filtered through a 0.2 μm nylon filter membrane (Acrodisc, Sigma-Aldrich). Viral load was measured as genome equivalents (GE) using quantitative RT-PCR (qRT-PCR). For concentration and purification, the filtrate was centrifuged through a 2 ml cushion of 50% sucrose (w/v) in a Beckman centrifuge (36,000 rpm, 4°C, 4 h, SW41 Ti). The resulting pellet was resuspended in 100 to 200 μl PBS and again, cleared by centrifugation (13.000 rpm for 1 min). All virus stocks were tested for the presence of *Acute bee paralysis virus* (ABPV) and *Sacbrood virus* (SBV) by conventional RT-PCR \[[@pone.0164639.ref037], [@pone.0164639.ref038]\].
2.3. RNA purification and RT-PCR {#sec005}
--------------------------------
RNA was extracted from whole pupae lysates or concentrated virus suspensions employing the QIAamp viral RNA Mini Kit (Qiagen, Hilden, Germany) and eluted in 60 μl nuclease free water. RT-PCR was carried out using the Long Amp RT-PCR Kit or the OneTaq One-Step RT-PCR Kit (NEB, Ipswich, USA). For 5'-RACE-PCRs, the DWV concentrate was digested with proteinase K prior to RNA extraction. A classic 5\'-RACE protocol was adapted using the Long Amp RT-PCR Kit. Briefly, first strand cDNA was synthesized from total RNA using the DWV specific primer PDV16 and precipitated with ethanol. Poly-A or poly-C tailed cDNA was generated using terminal deoxytransferase (TdT; NEB, Ipswich, USA). Another genome specific primer (PDV21) was used in conjunction with a primer containing oligo-dt / oligo-dg and adapter sequences (PDV18/PDV19) to amplify the DWV 5'-end. Finally, a nested PCR was performed using primers hybridizing with adapter (PDV20) and 5'-terminal DWV sequences (PDV22).
2.4. Generation of a full-length DWV-A clone {#sec006}
--------------------------------------------
The DWV-A field isolate 1414 was chosen for our molecular cloning attempts because passaging of this virus yielded deformed or dead bees containing high DWV titers. In addition, this field sample did not contain ABPV or SBV. Sequence alignments of four DWV-A isolates (AJ489744, AY292384, JQ413340, AB070959) from databases allowed the design of DWV-A specific oligonucleotides ([Table 1](#pone.0164639.t001){ref-type="table"}). The overlapping RT-PCR fragments A (PDV1 and PDV16) and B (PDV5 and PDV18) were directly analysed by Sanger sequencing (Eurofins Genomics, Vienna, Austria) applying oligonucleotides PDV1 to PDV18 to assemble a master-sequence of DWV-A 1414. T-vector clones (Promega, Fitchburg, WI) containing the 5'-RACE-PCR products were sequenced with M13forw and M13rev primers. Based on the sequence information, a full-genome RT-PCR was designed. The complete DWV genome was amplified using the OneTaq One-Step RT-PCR Kit, oligonucleotides PDV17 and PDV23, and RNA purified from a virus concentrate (1,8 x 10^11^ GE). The 10,164 bp RT-PCR product was inserted in a pBR322 derived vector using a Gibson assembly reaction \[[@pone.0164639.ref039]\]. This vector already contained all features necessary for RNA translation providing an SP6 promoter, a poly-A sequence and a NotI site for linearization. For differentiation of cloned recombinant DWV (rDWV) and DWV field strains, a novel BamHI site at nt position 2,851 was introduced using a Q5 extension PCR (PDV24 and PDV25) preserving the encoded amino acid sequence. The plasmid (pL427) was sequenced after two passages in bacteria (*E*. *coli*, strain HB101) to confirm sequence stability. With the exception of several synonymous mutations within the coding region, no differences were found between the DWV-A 1414 master sequence and the cloned rDWV sequence.
10.1371/journal.pone.0164639.t001
###### Oligonucleotides used in this study---nt position refers to DWV, strain Austria 1414 (KU847397).
{#pone.0164639.t001g}
Name Sequence nt Position
------- ----------------------------------------- -----------------------
PDV1 `cgatttatgccttccatag` forw. 22--40
PDV2 `gagctgggacccctcagtctc` forw. 766--786
PDV3 `gtgttgcaactcgcttcgttc` forw. 1583--1603
PDV4 `gaggatttgaatatatcgtc` forw. 2230--2249
PDV5 `gtggttcattagaatatag` forw. 2975--2993
PDV6 `ctgctaatcaacaaggacctg` forw. 3746--3766
PDV7 `gtctagcgctgcatctagttatg` forw. 4434--4456
PDV8 `ctactgtagattttagtaataattg` forw. 5153--5177
PDV9 `gatcgtattgctatggaagc` forw. 5911--5930
PDV10 `caagctccaagaaatcctgatg` forw. 6559--6580
PDV11 `gataagtatttaactcgtcccgtg` forw. 7234--7257
PDV12 `gagtgttagtaactggcgac` forw. 7946--7965
PDV13 `gatatcttggaatactagtgctg` forw. 8637--8659
PDV14 `ctgatttgcctttgtccgag` forw. 9359--9378
PDV15 `cacatgggaagaaatggatg` forw. 9807--9826
PDV16 `gtaaatcaaatactacataactc` rev. 3105--3127
PDV17 `actactatggttaaaactatac` rev. 10143--10164
PDV18 `ggccacgcgtcgactagtacttttttttttttttttt` rev. oligo-dt-adapter
PDV19 `ggccacgcgtcgactagtacggggggggggggggggg` rev. oligo-dg-adapter
PDV20 `ggccacgcgtcgactagtac` rev. adapter RACE
PDV21 `gagactgaggggtcccagctc` rev. 766--786
PDV22 `ctctactcgatactgcagtg` rev. 529--548
PDV23 `tttaaaattcgctatgggagg` forw. 1--21
PDV24 `gatcccttttgttacaattagatg` forw. 2852--2875
PDV25 `ctttagcatgatctttcttc` rev. 2832--2851
PDV26 `attgtgccagattggactac` forw. 2368--2387
PDV27 `agatgcaatggaggatacag` rev. 2783--2802
PDV28 `caagaattgtgccagattggactactg` forw. 2363--2389
2.5. RNA in vitro synthesis and transfection {#sec007}
--------------------------------------------
Synthetic infectious RNA was produced as previously described \[[@pone.0164639.ref040]\]. Briefly, 2.5 μg DNA of the plasmid was digested with NotI and purified using phenol-chloroform extraction. The linearized plasmid DNA was transcribed into genomic rDWV RNA using SP6-polymerase (NEB, Ipswich, MA). 50 μl of the transcription mixture was DNase digested, RNA was purified with the RNeasy Mini Kit (Qiagen, Hilden, Germany) and eluted in 30 μl RNase free water. One microliter of the purified synthetic RNA (8.2 x 10^11^ GE) was injected in the chest of apparently healthy blue-eye pupae using a Hamilton syringe (Model 702). Mock infections with 1 μl of PBS and infections with 1 μl of a DWV-A 1414 virus stock (wtDWV, 8.0 x 10^7^ GE) were performed as controls. All pupae used in the experiment were extracted from the same comb. After injection, the pupae were transferred to a 24-well plate, incubated at 35°C for 3 days and harvested or left for further development until emergence.
2.6. Characterization of rDWV pathogenicity {#sec008}
-------------------------------------------
Three bee pupae from a third passage of rDWV, wtDWV-A 1414, and negative controls were disrupted in 1 ml of PBS each. The pupae lysates were pooled for each inoculum and sterile filtered (pore size 0.2 μl) to prepare infectious stocks. Virus stocks were diluted with PBS to a final concentration of 1.0 x 10^10^ GE/ml. A calculation of the infectious dose (TCID~50~/ml or PfU/ml) was not possible due to the lack of suitable systems. 40 white to blue eye bee pupae (14 to 15 days old) were extracted from one comb. The pupae were incubated at 35°C over night to allow the detection of accidentally injured animals. The next day, groups of ten pupae were infected with equal doses (5.0 x 10^6^ GE) of rDWV and wtDWV by injection. The pupae were further incubated for six days until the end of development (day 22).
2.7. GE quantification and marker identification {#sec009}
------------------------------------------------
An established diagnostic RT-PCR protocol \[[@pone.0164639.ref041]\] was adapted for GE quantification using PDV26 and PDV27. GEs were calculated by 7500 System SDS Software (Applied Biosystems, Foster City, USA) based on the standard curve of a cDNA plasmid. A different RT-PCR was used to determine the presence of the BamHI marker mutation in DWV genomes. A 764 nt fragment flanking the novel BamHI site was amplified using PDV16 and PDV28. Half of the PCR product was incubated with 20U BamHI for 30 min at 37°C and subjected to agarose gel electrophoresis. The appearance of two bands (488 and 276 nt) after BamHI digestion proved the presence of recombinant DWV.
2.8. Generation of mAbs against DWV VP1 {#sec010}
---------------------------------------
The region coding for amino acid 622--894 of the DWV-A 1414 ORF was amplified by RT-PCR and inserted in a pet11a vector. The recombinant fragment of VP1 (rVP1, calculated molecular mass of 33 kDa) was prepared using heterologous expression in the *E*. *coli* strain Rosetta ([Fig 1A](#pone.0164639.g001){ref-type="fig"}). The histidine-tagged protein was purified by ion metal affinity chromatography (IMAC), as previously described \[[@pone.0164639.ref040]\]. Amount and purity of protein was determined by SDS-PAGE, and its identity was confirmed using an anti-His antibody ([Fig 1B](#pone.0164639.g001){ref-type="fig"}). BALB/c mice were immunized four times with rVP1 on days 0, 14, 28, and 42. Spleen cells were prepared and fused with sp2/0-AG14 myeloma cells to generate mAb producing hybridomas. Finally, 96 reactive mAbs were evaluated using ELISA, immunoblot ([Fig 1C](#pone.0164639.g001){ref-type="fig"}) and immunofluorescence assays against rVP1 and lysates of DWV infected bees. All animal use protocols employed in this study were approved by the institutional ethics and animal welfare committee and the national authority according to §§ 26ff. (Animal Experiments Act from 2012; BMWF-68.205/0107-II/3b/2013).
{#pone.0164639.g001}
2.9. Western blot analysis {#sec011}
--------------------------
Protein from total pupa homogenate was precipitated by the addition of 4 volumes of ice-cold acetone for Western blot analysis. The pellet was resuspended in distilled water and boiled in sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) buffer. Samples were separated on 7.5% acrylamide gels prior to electrophoretic transfer to nitrocellulose membranes (Pall corporation, Port Washington, New York). To detect DWV antigens, blots were blocked with 5% skim milk powder and probed with different mouse monoclonal antibodies against DWV VP1. The blots were developed using Amersham ECL plus reagent (GE Healthcare, Chalfont St Giles, GB) and exposed to a C-Digit scanner (Licor, Lincoln, Nebraska) and X-ray films for imaging.
2.10. Immunohistochemistry staining {#sec012}
-----------------------------------
Immunohistochemical investigations were performed using primary antibodies against DWV VP1 on an autostainer (Lab Vision AS 360) using the avidin-botin complex (ABC)-method. Briefly, 3 μm sections of fixed (4% formalin, 5% glycerin, 50% ethanol) and paraffin-embedded pupae were placed on coated slides and dried to enhance tissue adherence. The sections were deparaffinized in a descending alcohol series and rehydrated. Endogenous peroxidase activity was blocked by incubation in H~2~O~2~. The antigen-antibody-complex was detected using biotinylated anti-mouse IgG (Vector Laboratories, dilution 1:300), followed by incubation with streptavidin-peroxidase and visualization with diaminobenzidine (DAB; Labvision, Thermo Fisher Scientific). Subsequently, the sections were counterstained with haematoxylin, dehydrated and mounted.
2.11. Electron microscopy {#sec013}
-------------------------
Concentrated virus samples were adsorbed to glow discharged, carbon coated copper grids and negatively stained with 1% uranyl acetate. Samples were analysed on a FEI Morgagni 268D electron microscope equipped with an 11 megapixel CCD camera (Morada, Olympus SIS) at 80kV and 24,000x nominal magnification.
3. Results {#sec014}
==========
3.1. Genome sequence of DWV-A strain 1414 {#sec015}
-----------------------------------------
The complete genome of DWV-A 1414 (GenBank KU847397) was sequenced from RT-PCR fragments to establish an optimal genetic background for the development of a reverse genetics system. 5′ RACE-PCRs were performed, since remarkable size differences in the 5'-NTR between published DWV genomes were found. Amplicons from an A-tailing RACE and from a C-tailing RACE reaction were cloned and sequenced to uncover the ultimate 5'-end of DWV-A 1414. The majority of clones from both reactions contained a 5'-end sequence that was longer than any of the publicly available full-length DWV genome sequences ([Fig 2A](#pone.0164639.g002){ref-type="fig"}). As expected, most of the 5′-NTR was highly conserved between all DWV strains. However, a 5'-terminal stretch of 10 nucleotides was missing from Kakugo virus (DWV-A, AB070959) and at least 21 nucleotides were missing from all other DWV-A genomes and Varroa destructor virus 1 (DWV-B, AY251269, [Fig 2B](#pone.0164639.g002){ref-type="fig"}). A length difference of 14 nucleotides was observed, when comparing DWV-A 1414 (KU847397) to the recently published genomic sequence of DWV-C (ERS657949) \[[@pone.0164639.ref027]\].
{#pone.0164639.g002}
A phylogenetic analysis demonstrated the close relationship between published DWV-A sequences and our Austrian field strain from 2012 ([Fig 2C](#pone.0164639.g002){ref-type="fig"}). Pairwise identities to DWV-A 1414 are 98.0% for a DWV-A strain from Pennsylvania (AY292384), 97.6% for a DWV-A strain from Italy (AJ489744), 97.4% for a DWV-A strain from Chile (JQ413340.1), 96,7% for Kakugo virus (AB070959), but only 81.4% for Varroa destructor virus (DWV-B, AY251269.2). *In silico* translation revealed that all postulated 3C protease cleavage sites \[[@pone.0164639.ref028]\] were present in the polyprotein of strain A1414 ([Fig 3A](#pone.0164639.g003){ref-type="fig"}).
{#pone.0164639.g003}
3.2. Rescue of recombinant DWV (rDWV) {#sec016}
-------------------------------------
A dose of 8.2 x 10^11^ GE synthetic RNA ([Fig 3B and 3C](#pone.0164639.g003){ref-type="fig"}) was injected in the thorax of blue eye bee pupae for the rescue of rDWV. Bee pupae showed a melanization at the injection site ([Fig 4A](#pone.0164639.g004){ref-type="fig"}, arrow). Following a three-day incubation, the bee pupae were homogenized in a total volume of 1 ml PBS. A mean viral load of 2.4 x 10^8^ GE/bee of rDWV was found in the transfected bee pupae using qRT-PCR. The rDWV was passaged in novel bee pupae using 0.5 μl of the lysate (1.2 x 10^5^ GE) obtained from the transfected pupae. After infection, the mean viral load of rDWV was 2.0 x 10^10^ GE/bee in the second and 2.5 x 10^10^ GE/bee in third passage. In parallel, we passaged the DWV-A 1414 isolate (wtDWV) using 0.5 μl of the described crude pupa lysate. A mean viral load of 8.2 x 10^10^ GE/bee was obtained from passage three of wtDWV. Mock infected pupae, which originated from the same combs, were used as controls in these experiments. DWV RNA was not detectable in the mock infected controls. A different RT-PCR assay was performed to differentiate between wtDWV and rDWV. The RT-PCR amplicons from rDWV transfected and rDWV infected bee pupae were completely fragmented after BamHI digest (488 and 276 bp) confirming the rescue of recombinant virus and the absence of field virus replication ([Fig 5A and 5B](#pone.0164639.g005){ref-type="fig"}). Western blot analysis of pupae infected with the field virus using the VP1 specific mAb DWVVP1A1 revealed large amounts of mature VP1 (46 kDa) and of an unknown 19 kDa protein, while only a weak signal of VP1 and of the 19 kDa protein was found after transfection of rDWV RNA ([Fig 6A](#pone.0164639.g006){ref-type="fig"}). However, a strong VP1 expression was observed after rDWV infection of pupae in subsequent passages. Interestingly, the mAb DWVVP1B1 showed no reactivity with the 19 kDa protein ([Fig 6B](#pone.0164639.g006){ref-type="fig"}).
{#pone.0164639.g004}
{#pone.0164639.g005}
{#pone.0164639.g006}
3.3. Pathogenicity of rDWV A1414 and wtDWV A1414 {#sec017}
------------------------------------------------
Pathogenicity of rDWV and wtDWV was assessed after infection of ten bee pupae with 5 x 10^6^ GE each, compared to a mock-infected control group. The surviving bees from each group at day 22 of development together with the dead pupae withdrawn prematurely from the experiment are presented in a supporting information file ([S1 Fig](#pone.0164639.s001){ref-type="supplementary-material"}). From the mock-infected control group, one bee pupa died at day two after injection and one bee displayed severe wing deformations after emergence. Eight of the bees appeared healthy with clear unfolded wings ([Fig 4B1](#pone.0164639.g004){ref-type="fig"}). In the wtDWV group, six bee pupae died at day three and two bees died at day four post infection ([Fig 4B2](#pone.0164639.g004){ref-type="fig"}), giving a mortality rate of 80%. One of the wtDWV infected bees emerged with severely malformed, damaged wings and one showed dwarfism with discoloration (morbidity rate of 100%). One bee of the rDWV infected group died at day three post infection, eight bees emerged with malformed wings, and one bee showed no signs of disease ([Fig 4B3](#pone.0164639.g004){ref-type="fig"}), yielding a mortality rate of 10% and a morbidity rate of 90% for rDWV.
3.4. Host cell tropism of rDWV and wtDWV A1414 {#sec018}
----------------------------------------------
Bee pupae infected with passage three of rDWV and wtDWV were analyzed by immunohistochemistry (IHC) at day three post infection (day 19 of development). Mock-infected control pupae were included as negative controls. The mAb DWVVP1B1 showed no reactivity in the negative control demonstrating the specificity of the staining for the DWV VP1 protein ([Fig 7A](#pone.0164639.g007){ref-type="fig"}). Tissue distribution of IHC signals for rDWV-infected bees was similar to that of wtDWV-infected bees ([Fig 7B and 7C](#pone.0164639.g007){ref-type="fig"}). DWV infection affected all parts of the bee body, including head, thorax, and abdomen as previously described \[[@pone.0164639.ref015]\]. In the head, DWV VP1 antigen was found in ocular cells, central nervous system and glandular tissues. In the thorax, connective tissue cells and glands were stained. No VP1 of DWV was found in haemocytes and muscle cells, suggesting that these cells are less susceptible to DWV-A infection.
{#pone.0164639.g007}
3.5. Electron microscopy of rDWV {#sec019}
--------------------------------
Virions formed after transfection of rDWV RNA were assessed by transmission electron microscopy. Spherical particles with diameters of about 30 nm were observed in wtDWV ([Fig 8A](#pone.0164639.g008){ref-type="fig"}) and rDWV ([Fig 8B](#pone.0164639.g008){ref-type="fig"}) concentrates, as previously described for DWV \[[@pone.0164639.ref028]\]. In these virus preparations, very dense protein aggregates occurred, which most likely consist of DWV structural proteins. The protein composition of the preparations was further analysed by SDS-PAGE and Western blot analysis ([Fig 8C](#pone.0164639.g008){ref-type="fig"}), showing three clear bands representing the major DWV structural proteins.
{#pone.0164639.g008}
4. Discussion {#sec020}
=============
Typical wing deformities, brood losses and colony mortality are observed following varroa mite infestation of European honey bees. These symptoms are indicative of a DWV infection; however DWV is frequently detected in healthy colonies at the same time. The exclusion of additional pathogens responsible for colony mortality is excessively difficult, taken the lack of classical virological tools into account. The same applies for laboratory experiments reproducing the pathogenicity of DWV, in which certain requirements of Koch's postulates were already fulfilled \[[@pone.0164639.ref015]\]. Robert Koch defined strict criteria for the establishment of a causative relationship between a microbe and a disease, first published in 1884 \[[@pone.0164639.ref042]\]. These strict criteria include the isolation of a microbe from a diseased host, its growth in pure culture and the reproduction of the disease in a healthy host after experimental inoculation. Furthermore, the microbe must be re-isolated from the diseased experimental host and identified as being identical to the cultured microbe. Multiple attempts have been made to adapt Koch's postulates to chronic diseases \[[@pone.0164639.ref043]\], sequenced-based identification of pathogens \[[@pone.0164639.ref044]\], general association of environmental factors and disease \[[@pone.0164639.ref045]\], or the role of genes and their products in pathogenesis \[[@pone.0164639.ref046]\]. Pure virus cultures depend on biological cloning methods in defined cell culture systems, which have yet to be established for honey bee viruses. In this study, we applied molecular cloning to generate a pure DWV inoculum to better fulfill Koch's postulates.
Each molecular approach to test candidate genetic factors involved in microbe pathogenesis requires an infection model and the ability to genetically manipulate the microbe. The ability to genetically manipulate the infectious agent is pivotal for controlled investigations of RNA viruses \[[@pone.0164639.ref047]\]. Infectious clones exist for a large number of positive-stranded RNA viruses, including picorna-, alpha-, pesti-, arteri-, and coronaviruses with genomes up to 30 kb. Reverse genetics has been a key technique for elucidating viral pathogenesis and the functions of viral gene products \[[@pone.0164639.ref048]\]. Here, we present the first plasmid based reverse genetics system for a DWV-A genome. Key feature of this DWV-A clone is the identity of the 5'-end that exceeds previous full-length DWV sequences by 10 to 21 nucleotides. Sequence comparison to other members of the family Iflaviridae demonstrates a high diversity of the 5'-terminus \[[@pone.0164639.ref049]\]. Preliminary bioinformatics analyses suggest a stem loop structure downstream 10 unpaired nucleotides at the very 5'end. Further experiments are needed to unravel function and two-dimensional structure of the 5'-NTR. It is noteworthy that the plasmid based copy of the DWV genome originated from a full length PCR product. This approach not only simplifies the construction of the cDNA clone but also warrants that not different---possibly incompatible---fragments of the DWV quasispecies cloud are joined.
The eponymous clinical sign of DWV-A infection of bee pupae is the atrophy or misfolding of the wings, which is caused by vector borne DWV transmission \[[@pone.0164639.ref015], [@pone.0164639.ref050]\]. The unfolding and stretching of the wings represents the first step of a bee's development after molting to an imaginal stage in their holometabolous metamorphosis. Multiple factors might impair the sensitive process of hymenoptera wing development. Unsuitable incubation conditions, pupal injuries, the lack of a cocoon, hormonal disorders \[[@pone.0164639.ref051]\] and intoxication \[[@pone.0164639.ref052]\] have been shown to result in the emergence of adult bees with crippled or malformed wings. We were able to reproduce the typical clinical signs of DWV infections using synthetic RNA derived from a plasmid clone of DWV-A. Pathogenicity of the DWV-A clone was assessed by a high titer infection experiment showing a morbidity rate of 90%. In contrast, equivalent infections with the field isolate DWV-A 1414 caused a morbidity of 80%. Differences in the morbidity rate might be due to a clonal infection in case of the recombinant virus, compared to an infection with a cloud of divergent genomes in case of the field virus isolate. The importance of quasispecies for DWV pathogenesis has been put forward in previous studies reflecting the natural situation in most RNA viruses \[[@pone.0164639.ref027]\]. On these grounds it is exciting that a single genome from the quasispecies cloud is able to reproduce disease. We now can study the speed, complexity and direction of the development of DWV-A quasispecies radiating from a single clone. Further to this, virulence factors, or more likely, virulence associated gene alterations can be investigated in detail.
Until now, it is not known whether wing deformities arise from wing tissue infection or result from systemic damages. Our immunohistochemistry data underlines that DWV injection led to systemic infections affecting all parts of the bee's body. DWV-A was detected in bee heads within the neural and gland tissues, as previously described \[[@pone.0164639.ref029]\]. In nurse bees, the exocrine glands of the head secrete the royal jelly. Since signals of DWV VP1 were detected in all secretory glands of the head, an evolutional adaptation of DWV to oral transmission is very likely \[[@pone.0164639.ref053]\]. Nutrient exchange is a continuous process in the bee colony that might contribute to transmission, horizontal infection and persistence of DWV in honey bee colonies \[[@pone.0164639.ref015]\]. The application of the reverse genetics system will provide a new basis to study the factors of DWV host cell tropism and to investigate the molecular mechanisms behind DWV transmission.
Supporting Information {#sec021}
======================
###### Pathogenicity of wtDWV and rDWV.
Injection of ten bee pupae with PBS (A), 5 x 10^6^ GE of wtDWV (B), and 5 x 10^6^ GE of rDWV (C) was performed at day 15 of development. Outcome of the infection experiment documented at day 22 of development.
(TIF)
######
Click here for additional data file.
We thank Katharina Buczolich and Hann-Wei Chen for their excellent technical support and Stefan Mandl for providing healthy bee colonies. Electron Microscopy data was collected at the EM Facility of the Vienna Biocenter Core Facilities (VBCF).
[^1]: **Competing Interests:**The authors have declared that no competing interests exist.
[^2]: **Conceptualization:** BL AU TR.**Data curation:** BL.**Funding acquisition:** BL TR.**Investigation:** BL AU KS JE CR LJS SI HK TR.**Methodology:** BL AU KS JE CR LJS SI HK TR.**Project administration:** BL TR.**Resources:** BL AU HK TR.**Supervision:** BL TR.**Validation:** BL AU TR.**Visualization:** BL TR.**Writing -- original draft:** BL TR.**Writing -- review & editing:** BL TR.
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Guam is a small island and a U.S. territory located southeast of Japan with a small population of about 163,000 people. Because of the small population, hunger in Guam has a much higher impact. Thankfully, things are looking up for Guam as rising employment rates and school programs are helping the hunger situation in Guam.
One of the more impactful programs in Guam that is fighting the hunger situation is that all 26 elementary schools in Guam serve meals for free. This free meal plan is provided through the federally funded Community Eligibility Provision grant that is provided by the U.S. Department of Agriculture.
This program feeds elementary students so they are focused and ready to participate in classes by giving them the nutrition they need. Some middle and high schools are also participating in the free meal program. The First Lady of Guam, Christine Calvo, wants to stamp out child hunger in Guam by expanding this program to all schools.
With unemployment, food insecurity becomes an issue. Food insecurity is when people are without reliable access to affordable or nutritious food. Unfortunately, people need to spend money to eat, and if people are unemployed, they cannot do so.
However, Guam has decreased its unemployment rate quite drastically. From June 2015 to June 2016, the unemployment rate in Guam dropped from 8.7 percent to 3.9 percent, a 55 percent decrease in unemployment. Because of this decrease, food insecurity has become less of an issue and more people know where their next meal is coming from.
Although hunger in Guam used to be a major issue, solutions are being implemented to help those in the country. Implementing free meal programs in schools and decreasing unemployment are important steps to alleviating hunger in Guam. If the free meal program expands to all schools and the unemployment rate continues to drop, hunger could become a thing of the past for the people of Guam.
– Daniel Borjas
Photo: Flickr | 3.0625 | 3 | [
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Protease is an enzyme which catalyzes hydrolysis of peptide bond in proteins or peptides, exists in all organisms and plays a variety of physiological roles. Most of proteases from microorganisms are secreted to the extracellular environment and their activities are inhibited or activated by carbon sources or nitrogen sources. In addition, most of microbial proteases have their origin to pathogenic microbes to animals or plants, or the proteases have a pathogenic property.
Microbial proteases are classified according to such characteristics as temperature, optimal pH, and the residues at the active site and have different industrial applications accordingly. For example, proteases are classified into thermostable, mesophilic or thermophilic based on temperature; into acidic, weak acidic, neutral or basic based on optimal pH; and into serine protease, cysteine protease, aspartate protease or metalloprotease based on the residues at the active site.
The enzymatic activity of proteases is regulated by metallic cations such as Ca2+, Zn2+, Mg2+, Mn2+ found at the active site of the enzymes. Most proteases are zinc-containing proteins in which zinc is essential for activity. The representative example for the protease is serrapeptase produced by Serratia marcescens(ATCC 21074) isolated from the intestine of Bombyx mori and this enzyme can be used as an anti-inflammatory agent because it has a fibrin degrading ability and a hydrolysis activity for bradykinin and histamine which are inflammatory peptides. Bacterial proteases which have been cloned and characterized hitherto include those derived from Vibrio proteolyticus (See, David, V. A., A. H. Deutch, A. Sloma, D. Pawlyk, A. Ally, and D. R. Durham. Gene. 112:107-112. 1992), Erwinia chysanthemi B374 prtA (See, Ghigo, J. M., and C. Wandersman. MoL Gene. Genet. 236:135-144. 1992), Psudomonas aeruginisa LasB (See, Doung, F., A. Lazdunsk, B. Cami, and Murgier. Gene. 121:47-54. 1992), Serratia marcescens PrtSM (See, Braunagel, S. C., and M. J. Benedik. MoL Gen. Genet. 222:446-451 1990), Bacillus thuringiensis (See, Lovgren, A., M. Zhang, A. Engstrom, G. Dalhammar, and R. Landen. MoL Microbiol. 4:2137-3146.1990), etc. | 3.1875 | 3 | [
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Q:
Truncating integers in format() in Python 2.7
Using the "old" formatting syntax I can truncate long integers in a string, like this:
'%-5.5s' % 4257647474747
which produces 42576
If I try to do the same with format():
'{:<5.5}'.format(4257647474747)
I get the error ValueError: Precision not allowed in integer format specifier
I need to be able to truncate the incoming number, because it must fit in a fixed size string. Is there any way to truncate the integer using format?
A:
The s in '%-5.5s' converts arguments to strings with str and then applies %s's interpretations for the -5.5. You're not doing anything similar in your format call, so you're getting the int type's interpretation of <5.5.
Convert your integer to a string before formatting it:
'{:<5.5}'.format(str(4257647474747))
or use !s in the format string to do the same:
'{!s:<5.5}'.format(4257647474747)
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A basic wireless power transfer system may include a wireless power transmitter unit (PTU) and a wireless power receiving unit (PRU). A PRU may be implemented in a mobile computing device, such as a laptop, tablet or smart phone, which can be placed on a charging mat equipped with a PTU. The PTU may include a transmit (Tx) coil and a PRU may include a receive (Rx) coil. In typical wireless power transfer systems, the transmit coil creates an alternating electromagnetic field and the receive coil takes power from the electromagnetic field and converts the power back into electrical current to charge the battery and/or power the device.
Two common techniques for wireless power transfer are referred to as inductive charging and magnetic resonance charging. In inductive charging, the transmit and receive coils are tightly coupled and operate like two windings of a transformer. In magnetic resonance charging, the transmit and receive coils are loosely coupled and both coils are tuned to the same resonant frequency to improve efficiency.
The same numbers are used throughout the disclosure and the figures to reference like components and features. Numbers in the 100 series refer to features originally found in FIG. 1; numbers in the 200 series refer to features originally found in FIG. 2; and so on. | 3.359375 | 3 | [
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In recent years, there has been a demand for decreases in the thickness and increases in the strength of structural parts for automobiles out of consideration of global environmental problems and collision safety.
In order to meet this demand, structural parts for automobiles are increasingly using high-strength steel sheet as a base material. However, when structural parts for automobiles are manufactured by press forming of a high-strength steel sheet used as a base material, forming defects in the shape of wrinkles and spring back easily develop. Therefore, it is not easy to manufacture structural parts for automobiles by press forming of high-strength steel sheets.
So-called hot press working is known as a method of solving such problems. hot press working is a method of manufacturing high-strength formed articles by press forming a steel sheet which has been heated to a high-temperature range over 700° C. and then carrying out quench hardening either inside or outside the press dies.
In hot press working, because forming is carried out in a high-temperature region in which the strength of a steel sheet is decreased, the above-described forming defects can be suppressed. Furthermore, it is possible to proved the formed article with a high strength by carrying out quench hardening after forming. Accordingly, hot press working can manufacture formed articles such as structural parts for automobiles having a high strength such as 1500 MPa or above, for example.
Concerning hot press working, Patent Document 1, for example, discloses a steel sheet for hot press forming which is purported to make it possible to carry out successful forming without the occurrence of fractures or cracks at the time of forming by hot press working.
Recently, new techniques are being proposed which make it possible to manufacture high-strength formed articles by methods other than hot press working.
For example, Patent Document 2 discloses a technique for push-through bending of a metal material. In this technique, while the a heating apparatus and a cooling apparatus undergo relative movement with respect to a metal material, the metal material is locally heated by the heating apparatus, and a bending moment is imparted to a location where the resistance to deformation has been greatly decreased by heating so as to perform bending to a desired shape which is bent two-dimensionally or three-dimensionally. Quench hardening is then performed by cooling with the cooling apparatus. (In this description, this technique will be referred to as hot three-dimensional bending and direct quench).
The hot three-dimensional bending and direct quench technique can efficiently manufacture a high-strength formed article with a high bending accuracy. Accordingly, the hot three-dimensional bending and direct quench technique can manufacture formed articles such as structural parts for automobiles having a high strength of the 900 MPa grade or above, for example. | 3.5 | 4 | [
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This Tutorial contains following Attachments
This Tutorial contains 2 Answers
Origins of Psychology and Research Methods Worksheet
Part l: Origins of Psychology The seven major perspectives In modern psychology are psychoanalytic. behavionst. humanist. oognitlve.
neuroscientific/ biopsychological. evolutionary. and sociocultural. Describe the perspectives using two to
three sentences each.
Select one major figure associated with one of the perspectives and describe hls or her world in two to three sentences. Type your response in the space below. Within psychology, there
are several perspectives used to describe predict. and explain human behaviour.
Part 2: Research Methods Describe research methods used in psychology by completing the following table. Then. select two of the
research methods, and compare and contrast them. Your response must be at least T5 words. Case Study Longitudinal Describe one ethical issue related to research. Why Is informed consent necessary for ethical research? Naturalistic Observation
Part 3:
The Brain
Studying the functions and elements of the brain Is essential to understanding human behavior.
1. Why do psychologists study twins? Why do psychologists study children who have been adopted?
What can be learned from these types of studies? 2. What are the functions of neurotransmitters and hormones? How do they influence the brain and
behavior?
Some psychologists specialize in the study and treatment of psychological disorders, such as schizophrenia, mood disorder, eating disorders, and anxiety disorders. For your Learning Team presentation, research and explain various elements that influence physical and mental health and b..
Developmental psychology seeks to address various aspects of human development, including physical, cognitive, social, moral, and personality development.
Discuss the influences on physical and cognitive development in a 1,050- to 1,400-word paper. Select one of the following stages of develo..
Create an outline for Week Five’s Influences on Behavior and Psychological Disorders Presentation.
Include the following:
Introduction
Include all introductory points.
Include a thesis statement.
Body of presentation
Address all main topics and subtopics in the body of the..
Write a 700- to 1,050-word paper describing a single, informal learning experience that someone could have.
o You may describe, for example, how someone could become afraid of heights, why a particular food or smell moves him/her emotionally, or why he/she dislikes elevators. The exper..
Write a 700- to 1,050-word paper describing a single, informal learning experience that someone could have.
o You may describe, for example, how someone could become afraid of heights, why a particular food or smell moves him/her emotionally, or why he/she dislikes elevators. The exper..
Write a 700- to 1,050-word paper describing a single, informal learning experience that someone could have.
o You may describe, for example, how someone could become afraid of heights, why a particular food or smell moves him/her emotionally, or why he/she dislikes elevators. The exper..
This Tutorial contains 2 Answers
Origins of Psychology and Research Methods Worksheet
Part l: Origins of Psychology The seven major perspectives In modern psychology are psychoanalytic. behavionst. humanist. oognitlve.
neuroscientific/ biopsychological. evolutionary. and sociocultural. Descri..
This Tutorial contains 2 Presentations
Learning Team Assignment: Influences on Behavior and Psychological Disorders Presentation
Some psychologists specialize in the study and treatment of psychological disorders, such as schizophrenia, mood disorder, eating disorders, and anxiety disorders. F..
This Tutorial contains 2 Set of Answers
Remembering, Feeling, and Thinking Worksheet
Part I: Motivation, Emotion, and Behavior
Explain the relationships between motivation, emotion, and behavior. How does emotion affect motivation? Provide an example of a specific behavior, and the motiva..
This Tutorial contains 2 Papers
Write a 700- to 1,050-word paper describing an informal learning experience you have had. You may describe, for example, how you became afraid of heights, why a particular food or smell moves you emotionally, or why you dislike elevators. The experience must be c.. | 3.578125 | 4 | [
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Questions about Fused Silica
Mainly, grades are classified by inclusion class and degree of homogeneity. Different grades have varying purity and/or hydroxide content which may affect transmittance at certain wavelengths.
What are the differences between fused silica and fused quartz?
Both Fused Silica and Fused Quartz are extremely pure materials featuring very low thermal expansion and excellent optical qualities. They both work well in areas that require good chemical resistance. Unlike fused quartz, which originates from mined, natural quartz or silica sand, fused silica is produced synthetically by the vapor phase hydrolysis of a silicon halide. The resulting product is vitreous, non-crystalline, of the highest purity and one of the most transparent glasses made. Its transmission and homogeneity exceed those of crystalline quartz without the problems of orientation and temperature instability inherent in the crystalline form. Fused silica, with a softening temperature of around 1,600 degrees Celsius, a very low coefficient of thermal expansion and resistance to thermal shock and effects of radiation, is the material of choice for various applications.
We use cookies to provide you with the best experience. To learn more about how we use cookies please read our Privacy Policy. By continuing to use the website, you agree and consent to our policy.Got it! | 3.484375 | 3 | [
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In 1934, the Romanian-Jewish scholar Valeriu Marcu penned a book about the Spanish Inquisition, “The Expulsion of the Jews From Spain.” Officially banned in Germany because its author was Jewish, the book still found its way into the hands of German and German-Jewish intellectuals, and was widely read.
Three years later, the Jewish Museum Berlin opened an exhibition on Isaac Abravanel, a 15th-century Portuguese rabbi and scholar who rose to prominence during the Spanish Inquisition. Although Kristallnacht (the “Night of Broken Glass”) was still a year away, this seemingly obscure museum attraction drew great interest, and not just among Jews. Carl Schmitt, a leading Nazi theorist who became known as “the crown jurist of the Third Reich,” found the exhibition fascinating.
According to Eugene Sheppard, associate professor of modern Jewish history and thought, the Inquisition was the historical time period German and German-Jewish intellectuals in the 1930s thought most comparable to their own. Like people throughout history, they looked to the past as a way of understanding their present.
Sheppard has uncovered a sudden proliferation of references to the Inquisition in German writings from that time. Years before the Final Solution began, German Jews clearly faced an ominous future under Hitler. They believed their fate would be similar to that of the Jews in medieval Spain — expulsion from their home country. Such an outcome, Sheppard says, was judged disastrous. In retrospect, it seems like wishful thinking.
German Jews “get that something catastrophic is about to happen,” he says. “The problem is that the Spanish model was not catastrophic enough.”
Marcu’s book, published a year before the Nuremberg Laws stripped German Jews of their citizenship, is filled with historical errors and disproven assumptions. But that’s not the point, says Sheppard. “Marcu wrote in a way that made it obvious to every German reader that he was really writing about the present,” he says.
The epigraph in Marcu’s book quotes 19th-century German historian Leopold von Ranke on the Inquisition: “In no country have the prejudices concerning a distinction between pure and impure blood become so firmly implanted as in Spain. […] To [the Spanish people] it appeared as much an error of blood not to be of the pure Catholic faith as an error of opinion, hence the value they attributed to purity of blood, to limpieza.” Substitute a few words, and von Ranke could be describing Nazi Germany.
Marcu was also interested in Abravanel, who had offered the Spanish monarchy a large sum of money to rescind the order expelling Jews. Though Abravanel wasn’t successful, Sheppard says German Jews still hoped a similar approach might work with the Nazis.
Abravanel gave German Jews further cause for optimism. After he was driven out of Spain, he moved to Italy, where he managed to regain some of his prominence and wealth. German Jews in the 1930s didn’t know where they would wind up if Hitler expelled them, but they could at least cling to the hope that they might thrive there.
Sheppard has found that Schmitt, the Nazi legal scholar, became bizarrely obsessed with Abravanel’s apocalyptic prophecies. In his writings, Abravanel predicted a climactic clash between civilizations, symbolized by a battle between the biblical monsters Leviathan and Behemoth, who would fight each other to a draw, then be slain by the Messiah. Afterward, men and women would gather to eat the monsters. “The Lord of hosts shall make unto all people […] a feast of fat things, of fat things full of marrow,” the religious scholar wrote.
Schmitt convinced himself Leviathan and Behemoth represented England and Germany, destined to go to war against each other. He worried that if Germany exiled its Jews, the Messiah would come, and the Jews would get revenge by devouring whatever was left of the two countries.
In a time with truly no precedent, both the Germans and the Jews got their predictions terribly wrong. Again and again, Sheppard’s research shows how tenuous a guide to the future history can be. | 3.546875 | 4 | [
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Human hair morphology: a scanning electron microscopy study on a male Caucasoid and a computerized classification of regional differences.
The present study was performed to provide a better understanding of the morphological variations of mammalian hair. Terminal hair samples were obtained from different regions of the body of the same Caucasian male. All hair samples were either cleaned or treated before being examined with scanning electron microscopy. As human scalp hair grew it appeared small like lanugo hair, but the increase in diameter appeared to have been relatively rapid. As hair increased in diameter the appearance of the scales changed. Neck hair was slightly smaller in diameter than scalp hair, and axillary hair was slightly smaller in diameter than neck hair. Nostril hair was larger than scalp or axillary hair. Eyelash hair was much smaller and much shorter than eyebrow hair. Neck hair, forearm hair, and shin hair were smaller than hair from most other regions of the body. Chest hair was similar in size to scalp hair, and pubic and sideburn hair were larger than scalp hair. A morphological feature called "steak-boning" was more characteristically present in whiskers of Caucasoids than Orientals or Blacks. "Steak-boning" occurred most frequently in hair of the mustache, followed by that of the chin, sideburn, cheek and under the chin. Cut surfaces of whiskers were different for electric as compared with straightedge razors. Hair morphology varied relative to the body region. Computer analysis of resin-embedded hair made it possible to classify arm, mustache, cheek, chin, head, shin, and pubic hair, and to quantify cross-sectioned differences. | 3.078125 | 3 | [
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] |
Avian infectious bronchitis virus (IBV), a member of family *Coronaviridae,* order Nidovirales, causes a highly contagious respiratory and sometimes urogenital disease of chickens that is characterized by respiratory signs, nephritis, or reduced egg production and quality in layer chickens. IBV is a major poultry pathogen that is endemic worldwide and leads to serious economic losses.
The main method of protecting poultry from infectious bronchitis (IB) is the administration of live or killed vaccines. However, IB continues to cause economic losses in the poultry industry despite intensive vaccination programs in many countries ([@R1]--[@R5]). Outbreaks of IB often are due to infections with strains serologically different from those used for vaccination ([@R2],[@R6]). Since IBV was first described in 1931, a large number of serotypes or variants have emerged, and some have become endemic worldwide ([@R4],[@R7]--[@R12]). That little or no cross-protection occurs between different serotypes of IBV is well known ([@R13]). Therefore, continuous determination of the epidemic serotype and production of new generations of vaccines are crucial for controlling IB in each geographic region or country.
IBV was first isolated in the People's Republic of China in the early 1980s; since then, the Massachusetts-type (e.g., H120, H52, Ma5, W93, and 28/86) or Connecticut-type live attenuated IB vaccines and the inactivated killed oil-emulsion vaccine have been used to prevent and control the disease. However, the serotypes of the vaccines used have been epidemiologically determined to differ from those of the predominant IBV isolates in China that form 2 large groups of unique strains, named A2-like and QXIBV-like strains ([@R5],[@R6],[@R14]--[@R18]). Therefore, because of the lack of a vaccine against endemic strains of IBV in China, IBV infection has remained a problem in the Chinese poultry industry.
We isolated a virulent IBV strain from 30-day-old broiler chickens in the Yunnan Province and characterized it using sequence alignment, phylogenetic analysis, pathogenicity studies, histopathologic observation, and immunohistochemical (IHC) examination. The results indicate that the isolate is genetically similar to most of the prevalent strains of IBV found in China. We also showed that IBV YN isolate displays more severe pathogenicity than previously characterized strains in China.
Methods
=======
Virus and Animals
-----------------
The YN strain was isolated in 2005 from 30-day-old broilers that had been inoculated oculonasally with H120 vaccines of IBV on days 1, 7, and 21, respectively. The sick birds had respiratory signs, severe renal disease, and a death rate of 30%. The virus was propagated in 10-day-old specific-pathogen--free (SPF) embryonated chicken eggs at 37°C for 40 h. Allantoic fluid was recovered from infected eggs and stored at −80°C. All animal research was approved by the Beijing Administration Committee of Laboratory Animals under the leadership of the Beijing Association for Science and Technology (approval ID is SYXK \[Beijing\] 2007--0023).
Viral RNA Extraction, Reverse Transcription PCR, and DNA Sequencing
-------------------------------------------------------------------
On the basis of IBV nucleotide sequences (M41, A2, BJ, ZJ971, and SC021202; GenBank accession nos. DQ834384, AY043312, AY319651, AF352313, and AY237817, respectively), 22 pairs of specific primers ([Table 1](#T1){ref-type="table"}) were designed to amplify the complete genome (excluding the 5′- and 3′-terminal segments) of the YN strain. Viral RNA was extracted from virus-infected allantoic fluid by using Trizol Reagent (Invitrogen, Carlsbad, CA, USA) according to the manufacturer's instructions. Reverse transcription (RT) was performed at 37°C for 1 h by using 3 μg total RNA, 1 μL random primers (500 μg/mL, random hexadeoxynucleotides; Promega, Madison, WI, USA) and 0.5 μL M-MLV RT (200 U/μL) (Promega). For PCR, 1 U Taq DNA Polymerase (Promega) and 10 pmol of each primer were added to 100 ng cDNA as template in a total of 20 μL reaction volume. PCR was performed at 95°C for 5 min, followed by 35 cycles of denaturation (95°C, 45 s), annealing (53°C or 55°C, 45 s), and polymerization (72°C, 2 min), and the postpolymerization step was performed at 72°C for 10 min. Amplified sequences were analyzed by 1.2% agarose gel electrophoresis.
###### Primers used to amplify the complete genomic sequence of avian infectious bronchitis virus YN strain, People's Republic of China
Primer\* Location, bp Upstream primer Downstream primer Length, bp
---------- ---------------- ----------------------- ----------------------- ------------
1 22--1,475 ATATCATACATACTAGCCTTG AGTTAAGTCGTTTCGCATG 1,454
2 1,302--2,411 CCAACTGGTTTTATGGGTGC TGGAAGTGTCACTGCCTCG 1,110
3 2,240--3,784 ACTTGGTAGAGTTTCTGGGG TTGACATACGAAGGTGTGACA 1,545
4 3,635--5,161 TGTAAACGCCGCAAATGAG GGCAACTTGGAATCCTCTT 1,527
5 5,040--6,636 GATCTTACTGACTTTGAAC CACTGAAACACTTAACTG 1,597
6 6,424--7,936 GGAATTGTGACGAGTATGG TGAAAGTATACCCTATGAGGA 1,513
7 7,746--9,246 GAAATTGTCGGTTACACTCAG TAGAACGCATAGTAACAGGG 1,501
8 9,130--9,985 CTAACGCTGAAACTCCA GTTGGCAATAGGAAAGTA 856
9 9,082--10,645 TCAGTAGGCGGATAAAAGG ATAGGCAACACACGGTCG 1,564
10 10,516--12,092 ATTTCAAAGTTTCGGTTGACC CACAGAAGCTCCTCCATAG 1,577
11 11,861--13,471 GTTTTACAATCTAAAGGTCAT AAGAGCGGGATCTCCTAC 1,611
12 13,270--14,908 CAACATTCTTTTCTCTACAC GATATAACGCTCCATAACT 1,639
13 14,712--16,138 CTGATTCTAAGTGTTGGGTTG TCCTTTGAGGTACTATGCGA 1,427
14 16,027--17,539 TGCTCGTGTTGTTTTTACTGC CACTTGCTCCTTGCCTATTTT 1,513
15 17,362--18,993 CCACTTGAGGGCTTTGT TAAACATACAGGTTCGCT 1,632
16 18,945--20,442 AAGCGGTATYCNTATGTAGAA ATAGTRCAVACAAAAKRGTCA 1,498
17 20,336--21,920 ACTGAACAAAAGACMGACTT CCACCAGAAACTACAACT 1,585
18 21,873--22,919 AAGGTTAATCCCTGTGAAG AGTYTCVGTAAGAATAGCA 1,047
19 22,723--23,837 CTTTTGCHACTCAGATDCA AGATTTCTTACCACACTTACT 1,115
20 23,435--24,898 ATTTGTAGAAGATGACGAT CATTGTTGACCATTAGTTA 1,464
21 24,747--26,141 GCAGCGATAATACTTACCGTG GCTTGGCGTCTCCAGTATC 1,395
22 25,965--27,650 TATCAAACTAGGAGGACCA GCTCTAACTCTAAACTAGCCT 1,686
\*Primer locations are listed according to strain SC021202 (GenBank accession no. EU714029).
The amplified DNA products were purified by using an AxyPrep DNA Gel Extraction Kit (AxyGEN, Union City, CA, USA), and the purified products were ligated to the pMD18-T Easy Vector system (Promega). Recombinant plasmids were extracted from positive clones by using the E.Z.N.A.R. Plasmid Miniprep Kit (Omega, Norcross, GA, USA) and identified by *Eco*RI restriction digestion (Promega). Nucleotide sequencing reactions were performed by Sunbio Biotech (Bejjing, China).
Sequence and Phylogenetic Analysis
----------------------------------
Complete genome or S1 gene sequences of IBV were obtained from GenBank, and these IBV sequences and the complete coding sequence of the IBV YN isolate were aligned and analyzed by using the ClustalW multiple alignment algorithm in the MegAlign program of the DNASTAR software suite (version 3.1; DNAstar, Madison, WI, USA).
The phylogenetic tree of S1 gene or complete genomic sequences was constructed by using MEGA4.0 software ([www.megasoftware.net](www.megasoftware.net)) by the neighbor-joining method (1,000 bootstrap replicates). Evolutionary distances were computed by the pairwise distance method using the maximum composite likelihood model ([@R19]).
Clinicopathologic Assessment in Chickens
----------------------------------------
Forty 30-day-old SPF white leghorn chickens were randomly divided into 2 groups of 20 birds each. All birds in 1 group were challenged intranasally with at least 10^5^ 50% egg infectious dose per 0.2 mL of IBV YN strain. Birds in another group were inoculated with 0.2 mL phosphate-buffered saline (PBS) as noninfected controls. Birds were housed in isolators and provided feed and water ad libitum.
All birds were observed daily for signs of disease (e.g., disheveled feathers, depression, respiratory signs, or diarrhea) and death for 21 days. Gross pathologic changes were observed, and tissues (trachea, lung, kidney, bursa, liver, and brain) were collected for RT-PCR from 10 randomly selected chickens that died within 4--10 days after inoculation, virus isolation, and histopathologic and IHC analyses. Serum samples collected from birds that survived were tested for IBV antibodies by a commercial ELISA kit (IDEXX Laboratories, Westbrook, ME, USA). The endpoint titers were calculated according to the manufacturer's instructions, and titers \>396 were considered positive for IBV antibody.
RT-PCR of Tissue Samples
------------------------
Tissue samples from deceased birds were collected and used for RT-PCR to determine tissue distribution of the virus. Total RNA was obtained by using Trizol Reagent (Invitrogen) as recommended for tissue samples. RT-PCR was performed as described above by using a pair of primers (forward: 5′-TTTTGGTGATGACAAGATGAA-3′; reverse: 5′- CGCATTGTTCCTCTCCTC-3′), which amplify and detect a 403-bp fragment of the S1 gene of IBV. PCR products were analyzed on 1.5% agarose gels.
Virus Re-isolation from Infected Tissue Samples
-----------------------------------------------
Tissue samples collected after challenge were used for virus isolation. Briefly, at least 6 SPF embryos were inoculated through the allantoic cavity, with each sample, containing 10,000 U/mL penicillin and 10,000 µg/mL streptomycin (0.2 mL/egg). The eggs were candled daily, and allantoic fluids from 3 inoculated embryos were collected 48 h after inoculation for RT-PCR amplification. The remaining embryos were examined 6 days after inoculation for characteristic IBV lesions, such as dwarfing, stunting, or curling of embryos.
Histopathology
--------------
Tissues (trachea, lung, kidney, bursa, liver, and brain) were collected and fixed by immersion in 10% neutral formalin at room temperature for 48 h. Tissue was then routinely processed, embedded in paraffin wax, and cut into 5-μm sections. The sections were stained with hematoxylin and eosin and examined by light microscopy for lesions resulting from IBV infection.
Immunohistochemistry
--------------------
All sampled tissues were examined by IHC analysis to detect viral antigen. Briefly, 5-μm tissue sections were subjected to antigen retrieval ([@R20]) and were then incubated in 10% normal goat serum in PBS for 30 min to block nonspecific binding sites. Slides were further incubated with chicken anti-IBV hyperimmune serum at 1:500 dilution in PBS for 2 h, followed by incubation with a horseradish peroxidase--conjugated rabbit chicken IgG for 1 h. The reaction was visualized by the addition of 3,3-diaminobenzidine (DAB; Sigma, St. Louis, MO, USA) for 15 min. After IHC staining, sections were counterstained with hematoxylin, air dried, and examined by light microscopy.
Results
=======
Genome Sequencing
-----------------
The complete genome sequence (excluding the 5′- and 3′-terminal segments) of YN strain was obtained by assembling 22 overlapping sequences that ranged from 856 bp to 1,686 bp by the DNAstar software. The nucleotide sequences were submitted to GenBank under accession no. JF893452. The complete genomic sequences (excluding the 5′- and 3′-terminal segments) of YN isolate comprised 27,635 nt, which putatively contains 6 different genes, each containing single or multiple open reading frames.
Phylogenetic Analysis
---------------------
Phylogenetic trees for the genome and each gene of IBV reinforced the viral nucleotide sequencing results, suggesting that the YN isolate shares an immediate ancestor with the SC021202 strain ([Figure 1](#F1){ref-type="fig"}). To elucidate the phylogenetic relationships of China IBV strains, we further analyzed S1 genes of 70 IBVs, including 51 China isolates and 19 standard strains or vaccine strains ([Figure 1](#F1){ref-type="fig"}, panel B). The data indicated that China isolates could be differentiated into 3 distinct genetic groups or genotypes. Group I included 41 of the 51 field isolates, which were tentatively named A2-like viruses. Four China field isolates were included in group II, which were tentatively named LSD-like viruses. China group III comprised 6 isolates, which were grouped with the Massachusetts serotype. These results showed that at least 3 distinct groups existed in chicken flocks in China, and A2-like and M41-like viruses were mainly responsible for the IB panzootic, consistent with findngs of our previous studies ([@R5],[@R16]).
{#F1}
Sequence Comparisons
--------------------
Ten virus sequences were selected for pairwise comparisons with the YN strain according to the phylogenetic analysis for S1 ([Figure 1](#F1){ref-type="fig"}, panel B), which included 2 common vaccine strains in China (M41 and H120) and 8 China isolates from 3 different gene clusters (DY07, LX4, A2, and SC021202 from cluster I; CK/CH/LSD/05I and CK/CH/LHB/100801 from cluster II; CK/CH/LHLJ/07VII and CK/CH/LDL/101212 from cluster III) ([Table 2](#T2){ref-type="table"}). Overall, the complete genomic sequences (excluding the 5′- and 3′-terminal segments) were 87.1%--98.0% identical among the isolates, and the YN strain had the highest nucleotide identity (98.0%) to the SC021202 strain isolated in southern China (GenBank accession no. EU714029). For each gene, the identity hanged from 93.7% to 100% between YN and SC021202 strains ([Table 2](#T2){ref-type="table"}).
###### Percent sequence identities between the YN isolate and 10 selected IBV strains, People's Republic of China
Strain\* Gene 1 Gene 2
------------------ ---------- ---------- ---------- --------- --------- --------- ---------- ---------- ---------- --------- --------- --------- -- ----------------- -----------------
DY07 90.3 85.9 88.2 94.8 88.1 92.5 91.3 92.1 89.9 89.2 88.4 91.2 79.2 (77.9) 93.4 (94.3)
LX4 82.2 91.9 97.3 97.6 94.8 100 97.3 97 96.0 96.3 92.3 96.4 82.1 (81.2) 89.7 (92.6)
A2 81.8 89.9 90.2 97.6 92.4 99.1 94.5 98 96.0 89.5 90.0 94.7 91.5 (90.0) 92.7 (94.2)
SC021202 **97.7** **99.0** **99.0** **100** **100** **100** **99.0** **97.9** **99.0** **100** **100** **100** **99.3 (98.6)** **99.5 (99.5)**
CK/CH/LSD/05I 84.9 92.9 92.5 96.4 94.3 99.1 95.9 96.2 96.5 96.2 94.1 95.4 82.9 (82.6) 89.3 (92.5)
CK/CH/LHB/100801 86.1 94.2 92.2 100 94.3 99.1 95.9 96.6 96.0 96.2 94.4 96.4 82.9 (82.6) 89.3 (92.5)
CK/CH/LHLJ/07VII 86.7 86.1 88.7 93.6 87.3 91.3 90.8 88.4 90.7 89.7 88.3 88.0 69.1 (75.4) 84.7 (87.4)
CK/CH/LDL/101212 84.9 88.2 89.0 95.2 89.5 91.9 91.0 87.6 90.9 89.8 88.0 88.3 80.7 (77.8) 84.6 (87.7)
M41 87.1 93.8 91.5 96.4 95.3 98.2 99.0 96.6 96.3 97.1 92.3 92.1 81.8 (78.2) 86.1 (89.1)
H120 86.6 93.5 90.8 96.4 95.3 98.2 99.0 97.0 96.2 96.7 92.6 91.1 81.6 (78.2) 85.8 (88.8)
Gene 3 Gene 4 Gene 5 Gene 6 3′ UTR Genome
------------------ ----------------- ----------------- ----------------- -- --------------------- -- ----------------- ----------------- -------- ---------------- -- ---------- ----------
DY07 92.5 (91.2) 76.6 (65.1) 87.8 (88.9) 92.8 (96.9) 92.4 (92.3) 91.2 (85.4) 86.4 (92.2) 96.7 89.5
LX4 93.1 (91.5) 74.1 (66.7) 87.5 (88.2) 91.3 (93.0) 89.9 (87.9) 90 (89.3) 85.9 (90.3) 76.9 87.5
A2 87.4 (80.7) 78.4 (67.2) 87.5 (88.2) 91.9 (93.8) 83.9 (78.8) 91.2 (86.9) 85.9 (90.0) 95.2 87.9
SC021202 **96.6 (93.2)** **93.7 (93.6)** **98.2 (98.2)** **95.6** (**98.7**) **99.5 (98.5)** **99.6 (98.8)** **99.7 (100)** **98.7** **98.0**
CK/CH/LSD/05I 84.4 (68.4) 83.7 (70.3) 87.2 (88.2) 89.8 (92.1) 86.5 (81.8) 94.0 (91.7) 88.3 (93,7) 89.4 88.2
CK/CH/LHB/100801 85.2 (84.7) 83.7 (71.9) 87.2 (88.2) 89.7 (93.4) 86.5 (81.8) 94.0 (91.7) 88.1 (91.0) 93.2 87.7
CK/CH/LHLJ/07VII 82.18 (63.2) 82.1 (79.7) 89.0 (88.1) 89.1 (92.9) 81.8 (75.4) 93.6 (89.0) 87.0 (91.2) 98.7 92.5
CK/CH/LDL/101212 81.0 (73.7) 82.1 (78.1) 88.1 (83.5) 89.7 (93.3) 84.9 (80.0) 93.6 (89.0) 87.0 (91.9) 94.6 87.1
M41 82.3 (72.9) 82.6 (79.7) 89.3 (89.1) 89.4 (93.8) 81.4 (74.2) 94.0 (89.3) 88.0 (91.5) 94.2 87.1
H120 81.2 (73.7) 82.6 (78.1) 88.1 (84.5) 89.7 (93.4) 85.5 (80.3) 93.6 (89.3) 87.2 (92.2) 78.9 87.2
\*Except for the M41 and H120 strains which are in the IBV vaccine, all other strains are China isolates from different groups. Highest identities are indicated in **boldface**. IBV, infectious bronchitis virus; UTR, untranslated region.
†Percentage of amino acid identity is shown in the parenthesis.
The S glycoprotein is the major functional protein for IBV; thus, the putative differences between the YN strain and other IBVs were investigated. Analyses showed that a single amino acid insertion was present at position 22 ([Figure 2](#F2){ref-type="fig"}, panel A) in addition to a 7-aa insertion at positions 74--81 ([Figure 2](#F2){ref-type="fig"}, panel B) in the S1 gene of the YN isolate, in which a putative N-glycosylation site was found. Among available sequences in GenBank, strains A2, BJ, CQ04--1, SC021202, and SAIBK had the same insertion in the S1 gene. Compared with other available strains, 9-aa deletions were located at the N terminal of the S2 gene ([Figure 2](#F2){ref-type="fig"}, panel C) from a base transition (G→T) at position 1,849 nt, resulting in premature stop codon in the open reading frame.
{#F2}
Clinicopathologic Assessment in Chickens
----------------------------------------
Clinically, some birds appeared depressed with ruffled feathers; these birds had increased water intake and huddled together in YN-inoculation group at 2 days postinfection (dpi). At 4 dpi, IB-like signs became obvious in all infected chickens, and some birds were euthanized because of severe disease. Deaths occurred until 21 dpi; the death rate reached 65% ([Figure 3](#F3){ref-type="fig"}, panel A). No deaths or clinical signs were observed in the control group.
{#F3}
Slight hemorrhage with serous catarrhal exudate could be seen in the trachea of all euthanized birds. Air sac lesions also were present, characterized by marked thickening of the air sac wall and a yellow caseous exudate. All euthanized chickens showed typical kidney lesions. The affected kidneys were substantially enlarged, and deposits of pale urate were frequently observed in the tubules and ureters ([Figure 4](#F4){ref-type="fig"}). No gross lesions were observed in any birds in the control group.
{#F4}
Antibody responses in birds that survived infection were measured by a commercial ELISA kit (IDEXX Laboratories). All but 1 chicken showed a positive reaction ([Figure 3](#F3){ref-type="fig"}, panel B) by ELISA, and the mean titer induced by the YN strain was 1,250.35 at 21 dpi.
RT-PCR and Virus Isolation on Tissues
-------------------------------------
To further examine the pathogenicity of IBV YN, the tissue tropism of the strain was investigated by RT-PCR and virus isolation by using tissue suspensions from dead birds. YN strain replicated well in the various organs, including the kidneys, trachea, lungs, and bursa ([Table 3](#T3){ref-type="table"}; [Technical Appendix](#SD1){ref-type="local-data"}).
###### Tissue tropism of YN strain of avian IBV, People's Republic of China\*
Method Tissue examined†
------------------ ------------------ ------- ------- ------ ------ ------
RT-PCR‡ 10/10 10/10 8/10 7/10 1/10 1/10
Virus isolation§ 7/10 8/10 10/10 9/10 ND ND
\*Thirty-day-old SPF chickens were inoculated intranasally with YN IBV (10^5^ 50% egg infectious dose per bird). IBV, infectious bronchitis virus; SPF, specific-pathogen free; RT-PCR, reverse transcription PCR; ND, not detected.
†Ten tissue samples from euthanized birds were randomly collected and examined.
‡RT-PCR was directly performed on collected tissues.
§Tissue samples were collected for re-isolation of the challenge virus using SPF embryos. Data are the number of tissues from which the virus was isolated/number of tissues examined.
Histopathologic and IIHC Analyses
---------------------------------
Microscopic examination of the tracheal tissues revealed extensive degeneration and necrosis of the ciliated epithelial cells, sometimes with pseudoacinar structures resulting from dropout of dead cells ([Figure 5](#F5){ref-type="fig"}, panel B). Viral antigen was detected at high levels in the epithelial cells of the tracheal mucosa ([Figure 6](#F6){ref-type="fig"}, panel B). Lung lesions were characterized by hemorrhage, congestion, and lymphocytic infiltration in the alveolar lumen ([Figure 5](#F5){ref-type="fig"}, panel D), and viral antigen was detected in alveolar cells ([Figure 6](#F6){ref-type="fig"}, panel D). Severe renal lesions, including degeneration and necrosis of renal tubular epithelial cells, lymphocytic infiltration in the interstitium, exfoliated renal tubular epithelial cells, and erythrocytes were frequently observed ([Figure 5](#F5){ref-type="fig"}, panel F). Viral antigens were detected extensively in the renal tubular epithelial cells ([Figure 6](#F6){ref-type="fig"}, panel F). Serious atrophy of lymphoid follicles and widening of the interstitium were observed in the bursa of Fabricius ([Figure 5](#F5){ref-type="fig"}, panel H), and viral antigens were detected widely in the mucosal epithelium of the bursa of Fabricius ([Figure 6](#F6){ref-type="fig"}, panel H). Sporadic congestion also was observed in the liver and cerebrum.
{#F5}
{#F6}
Discussion
==========
IBV infection leads to severe economic losses in the poultry industry because of poor weight gain and feeding efficiency in broilers or reduced egg production and egg quality in laying birds. Death rates are often low (\<30%) unless secondary bacterial infections cause increased deaths of birds ([@R21],[@R22]). Evaluation of the pathogenicity of IBV was based on several criteria, including: clinical signs, gross pathologic lesions, histopathologic changes, and tissue tropism. In this study, a China IBV strain isolated from a 30-day-old vaccinated broiler flock that had a history of respiratory signs, severe renal disease, and higher than expected mortality rate was analyzed by clinical observation, histopathologic examination, RT-PCR, virus isolation, and immunohistochemistry. Analyses revealed that the YN strain induced severe pathogenicity in 30-day-old SPF chickens with a 65% death rate and substantial kidney lesions.
Sequence analysis of the S1 gene of YN isolate showed high nucleotide similarities to CQ04--1 (99.5% nt and 98.8% aa identities) and SC021202 (99.3% nt and 98.6% aa identities). Phylogenetic analysis further indicated that at least 3 distinct genetic clusters of IBV were present in chicken flocks in China, named A2-like, LSD-like, and M41-like strains. Most China IBV field isolates belonged to the same genetic cluster (A2-like), but the serotypes of these prevalent IBV strains differed from those of the currently used vaccine strains in China (M41-like, e.g., H120, Ma5, 28/86, and W93), which are considered the main cause of disease outbreaks ([@R5],[@R15]--[@R17]). An attenuated or inactivated vaccine that matches with pandemic strains is urgently needed in China to control IBV infection.
IBV has been shown to replicate in many respiratory tissues (including trachea, lungs, and air sac), causing respiratory disease; in some urogenital tissues (including kidney), causing minor or major nephritis; and in many parts of the alimentary tract (including esophagus, proventriculus, and intestine) ([@R23]--[@R25]). As expected, YN was most often detected in the trachea, lung, kidney, and bursa by RT-PCR, virus isolation, and IHC analysis. In addition, we found YN antigens partly from liver (1/10) and brain (1/10).
Among 4 major structural proteins, the S glycoprotein is known to contain regions that induce neutralizing, serotype-specific, membrane fusion, attachment, and hemagglutination-inhibiting antibodies ([@R5],[@R26]--[@R28]). In addition, the S protein is a determinant of cell tropism ([@R29],[@R30]). Our data showed a 7-aa insertion between positions 72 and 78 ([Figure 2](#F2){ref-type="fig"}, panel A) in the S1 gene of the YN strain and a 9-aa deletion in the N terminal of the S2, generating a stop codon. These changes are possibly related to the increased virulence observed for YN IBV, and reverse genetic analyses are needed to confirm these findings.
In conclusion, we showed that YN-like viruses are a predominant strain in China and that YN IBV exhibits broad tissue tropism and severe pathogenicity in chickens. To better control IBV in China, more detailed analysis of the biologic and antigenic characteristics of the predominant IBV isolates is warranted, and assessments of the efficacy of current vaccines against these isolates are needed.
###### Technical Appendix
Results of reverse transcription PCR analysis of tissues from chickens experimentally infected with infectious bronchitis virus.
*Suggested citation for this article*: Feng J, Hu Y, Ma X, Yu Q, Zhao J, Liu X, et al. Virulent avian infectious bronchitis virus, People's Republic of China. Emerg Infect Dis \[Internet\]. 2012 Dec \[*date cited*\]. <http://dx.doi.org/10.3201/eid1812.120552>
This work was supported by Beijing Research Group for Poultry Production Technology System.
Ms Feng is a postgraduate student at the College of Veterinary Medicine, People's Republic of China Agricultural University, in Beijing. Her scientific interests include the epidemiology and pathogenicity of avian infectious bronchitis viruses.
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Answer: 22222
Difficulty: 1
# Hint
The macro is counting how many "tokens" are in its input.
# Explanation
All five invocations of `m!` pass two tokens as input: a minus sign followed by
an integer or floating point literal token.
The floating point literals `1.`, `1.0`, `1.0e1`, `1.0e-1` are each a single
atomic token.
The parser built into the Rust compiler always parses a negative sign as a
separate token from the numeric literal that is being negating. However, it is
possible for a user-defined parser within a [procedural macro] to construct a
negative number as a single token by passing a negative integer or negative
floating point value to one of the constructors of [`proc_macro::Literal`]. If
such a negative literal ends up in the input of a subsequent procedural macro
invocation, it is up to the compiler whether to rewrite into a pair of tokens or
keep them as one.
[procedural macro]: https://github.com/dtolnay/syn
[`proc_macro::Literal`]: https://doc.rust-lang.org/proc_macro/struct.Literal.html
The behavior of the compiler's parser is observable in the surface language as
well, not only in macros. For example the following code prints `-81` because
the expression is parsed as `-(3i32.pow(4))` rather than `(-3i32).pow(4)`.
```rust
fn main() {
let n = -3i32.pow(4);
println!("{}", n);
}
```
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