anaprietonem
commited on
Commit
•
b0cf422
1
Parent(s):
f11903e
Update README.md
Browse files
README.md
CHANGED
@@ -12,7 +12,10 @@ pipeline_tag: graph-ml
|
|
12 |
Here, we introduce the **Artificial Intelligence Forecasting System (AIFS)**, a data driven forecast
|
13 |
model developed by the European Centre for Medium-Range Weather Forecasts (ECMWF).
|
14 |
|
15 |
-
|
|
|
|
|
|
|
16 |
|
17 |
We show that AIFS produces highly skilled forecasts for upper-air variables, surface weather parameters and
|
18 |
tropical cyclone tracks. AIFS is run four times daily alongside ECMWF’s physics-based NWP model and forecasts
|
@@ -27,7 +30,7 @@ are available to the public under ECMWF’s open data policy. (https://www.ecmwf
|
|
27 |
AIFS is based on a graph neural network (GNN) encoder and decoder, and a sliding window transformer processor,
|
28 |
and is trained on ECMWF’s ERA5 re-analysis and ECMWF’s operational numerical weather prediction (NWP) analyses.
|
29 |
|
30 |
-
<div style="display: flex;">
|
31 |
<img src="encoder_graph.jpeg" alt="Encoder graph" style="width: 50%;"/>
|
32 |
<img src="decoder_graph.jpeg" alt="Decoder graph" style="width: 50%;"/>
|
33 |
</div>
|
|
|
12 |
Here, we introduce the **Artificial Intelligence Forecasting System (AIFS)**, a data driven forecast
|
13 |
model developed by the European Centre for Medium-Range Weather Forecasts (ECMWF).
|
14 |
|
15 |
+
<div style="display: flex; justify-content: center;">
|
16 |
+
<img src="aifs_10days.gif" alt="AIFS 10 days Forecast" style="width: 50%;"/>
|
17 |
+
</div>
|
18 |
+
|
19 |
|
20 |
We show that AIFS produces highly skilled forecasts for upper-air variables, surface weather parameters and
|
21 |
tropical cyclone tracks. AIFS is run four times daily alongside ECMWF’s physics-based NWP model and forecasts
|
|
|
30 |
AIFS is based on a graph neural network (GNN) encoder and decoder, and a sliding window transformer processor,
|
31 |
and is trained on ECMWF’s ERA5 re-analysis and ECMWF’s operational numerical weather prediction (NWP) analyses.
|
32 |
|
33 |
+
<div style="display: flex; justify-content: center;">
|
34 |
<img src="encoder_graph.jpeg" alt="Encoder graph" style="width: 50%;"/>
|
35 |
<img src="decoder_graph.jpeg" alt="Decoder graph" style="width: 50%;"/>
|
36 |
</div>
|