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@@ -104,27 +104,25 @@ across protected classes; identity characteristics; and sensitive, social, and o
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  ## Training Data
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- The dataset used is a composition of the ERA5 and CERRA reanalysis.
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-
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- More information about both datasets can be found in the Copernicus Climate Data Store:
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  - [ERA5 hourly data on single levels from 1940 to present](https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels?tab=overview)
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  - [CERRA sub-daily regional reanalysis data for Europe on single levels from 1984 to present](https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-cerra-single-levels?tab=overview)
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- The spatial coverage of the input grids (ERA5) is defined below, and corresponds to a 2D array of dimensions (60, 44):
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- ```
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- longitude: [-8.35, 6.6]
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- latitude: [46.45, 35.50]
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- ```
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- On the other hand, the target high-resolution grid (CERRA) correspond to a 2D matrix of dimmension (240, 160):
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- ```
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- longitude: [-6.85, 5.1]
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- latitude: [44.95, 37]
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- ```
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  ![spatial-coverages](spatial-coverages.png)
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  ## Training Data
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+ The datasets that are mainly used in the project can be found in the following Copernicus Climate Data Store catalogue entries:
 
 
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  - [ERA5 hourly data on single levels from 1940 to present](https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels?tab=overview)
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  - [CERRA sub-daily regional reanalysis data for Europe on single levels from 1984 to present](https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-cerra-single-levels?tab=overview)
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+ 1. Input low-resolution grids (ERA5):
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+ The input grids are structured as a 3D array with dimensions of (time, 60, 44), where 60 and 44 are the number of grid points along the longitude and latitude axes,
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+ respectively. Geographically, these grids cover a longitude range from -8.35 to 6.6 and a latitude range from 46.45 to 35.50.
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+ This implies that the data covers a region extending from a westernmost point at longitude -8.35 to an easternmost point at longitude 6.6, and from a
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+ northernmost point at latitude 46.45 to a southernmost point at latitude 35.50.
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+ 2. Target High-Resolution Grids (CERRA):
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+ They are represented as a 3D array with larger dimensions of (time, 240, 160), indicating a finer grid resolution compared to the input grids. Here, 240 and 160 are
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+ the number of grid points along the longitude and latitude axes, respectively. The geographical coverage for these high-resolution grids is defined by a longitude
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+ range from -6.85 to 5.1 and a latitude range from 44.95 to 37. This region extends from a westernmost point at longitude -6.85 to an easternmost point at longitude 5.1,
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+ and from a northernmost point at latitude 44.95 to a southernmost point at latitude 37.
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  ![spatial-coverages](spatial-coverages.png)
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