This repository includes a suite of Jupyter notebooks used to complete analysis for Impacts of large-scale soil moisture anomalies on the hydroclimate of South America (Bieri et al. 2021). For details of the analysis, please see the publication, linked here: https://doi.org/10.1175/JHM-D-20-0116.1.
There are four notebooks included in this repository. A brief decription of each is provided below.
Please contact bieri2@illinois.edu with any questions about this code.
read_redata.ipynb: Script to read MERRA-2 or ERA5 reanalysis files.
eof_func.ipynb: Script with functions to complete extended EOF analysis.
run_eof.ipynb: Script to read reanalysis data and perform EOF analysis. To run this script, read_redata.ipynb and eof_func.ipynb must be available in the same directory.
analyze_cesm_output.ipynb: Script to read CESM model output, apply processing steps, and plot results.