This repository contains the code for the paper published as Callaghan, M. et al. (2021) Machine-learning-based evidence and attribution mapping of 100,000 climate impact studies, Nature Climate Change, doi:10.1038/s41558-021-01168-6.

A short explanation of the paper with interactive versions of the main figures is available here.

The scripts which attribute trends in temperature and precipitation to changes in are located in detection_and_attribution/, while the scripts used to produce the paper's figures are available in analysis/

A preprint of the version submitted to Nature Climate Change is available on Research Square