ctsm_processing_python

python code related to CTSM (v5.2) Most of the code is postprocessing of CLM5 data or evaluation data (crop yield /LAI)

postprocessing

contains:

functions organized per category:

• LAI_functions.py : functions related to calculation of LAI slope
• HS_functions.py : functions related to definition of heatwave
• GRAINC_functions.py : CLM postprocessing functions for annual yield

notebooks to execute evaluation:

• mask_CGLS_LAI.ipynb:

remap_lai_agriculture

contains python and bash scripts to harmonize LAI datasets from GLASS and CGLS, extract agricultural information based on CCI landcover data and aggregate to CLM5 desired resolution.

• processing_bash: simple remapping scripts using CDO
• ESA_CCI_cropmask_functions.ipynb: crop masking of GLASS LAI using CCI data
• mask_CGLS_LAI.ipynb: elaborate script masking Copernicus LAI using CCI masks and harmonizing with GLASS LAI.

See workflow in image below