4DVAR-forecast-global

report on experiments of 4DVarNet on global scale

Experiments:

• Global (No Mask): 4DVarNet-forecast is trained and used to forecast on the whole globe. Continents are initialized to 0.0f.

• Global (Masking): 4DVarNet-forecast is trained and used to forecast on the whole globe. Continents are masked in the prediction and training.

• Gulfstream: 4DVarNet-forecast is trained to forecast on the Gulfstream patch only.

Results

training graphs

metric per leadtime

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mapped RMSEs