ECMWFCode4Earth / ml_drought

Machine learning to better predict and understand drought. Moving github.com/ml-clim
https://ml-clim.github.io/drought-prediction/
90 stars 18 forks source link

Preprocessor and engineer for static variables #82

Closed gabrieltseng closed 5 years ago

gabrieltseng commented 5 years ago

Incorporates static variables (specifically landcover type and topography) into the models.

The static data is stored in data/features/static and is a new attribute in the training data dataclass.

Requires CDO for the SRTM preprocessor.