Distributionally-robust detection of external forcings under climate interventions

Robust-detection is a Python package for testing detection of climate change.

Installation

Install the virtual environment with conda and activate it:

conda env create -f environment.yml
conda activate robustDA

Install robustDA in the virtual environment:

pip install -e .

Run using python3 with the parameters specified in the params.yml file

python3 main.py --help
python3 main.py --exp HT 

Run the jupyter notebook:

jupyter notebook

To deactivate the environment use:

conda deactivate

Structure

References

Data

The CMIP6 (Coupled Model Intercomparison Project, Phase 6) data is available at https://esgf-node.llnl.gov/projects/cmip6/.