Useful Code

This page contains some 'Hello world!' examples to plot the AtmoRep output. Please refer to the GitHub page for all the instructions to download and run the AtmoRep code.

Preprocessing scripts:

Script to create the zarr files from ERA5:

create_zarr_new.py

Plotting scripts:

Plot forecasting predictions

plot_forecast.py

Plot Attention maps

visualize_atts.py

Code to dowload ERA5 data directly from MARS and CDS:

Download from MARS (model levels)

mars_era5_download.py

Download from CDS (surface variables)

cds_era5_download_surface.py