Regional downscaling

A spatio-temporal downscaling package to perform regional downscaling over spatio-temporal datasets.

In this particular case, we define a model to perform downscaling from:

• the ERA5 dataset (https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels)

to:

• the CERRA dataset (https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-cerra-single-levels) .

ERA5 reanalysis cropped to CERRA coverage:

CERRA reanalysis:

Download and process data

A first version to download and process data of both ERA5 and CERRA reanalysis has been implemented. To download the data:

>>> data_provider --output_dir /data --project ERA5 --variable tas --year 2020 --month 1

It will download all the data available for temperature variable for the ERA5 reanalysis on January 2020