This folder was originally conceived for ERA5 reanalysis. For historical reasons the development of many routines in folders such as PLASIM
, CESM
, VAE
depend on the routines in this folder, most notably in the files ERA_Fields_New.py
and TF_Fields.py
.
- ERA_Fields_New.py scripts for routines and classes which read the data and prepare it for the training of the
CNN
in Learn2_new.py and other downstream tasks. - TF_Fields.py scripts for routines and classes which serve
tensorflow
routines. - ERA_France.ipynb and ERA_Scandinavia.ipynb notebooks which show how to use the routines in ERA_Fields_New.py. They read ERA5 reanalysis and show statistics of time series and geopotential teleconnection patterns for heatwaves occurring in France and Scandinavia.
- Hayashi.py and run_Hayashi.sh scripts which are used to compute the Rossby wave spectrum and split it into standing/eastward and westward propagating Rossby waves.
- ERA_Filds.py old version of ERA_Fields_New.py which is not used anymore (useful for Learn2.py)