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Extreme Heat and Rainfall Risk Attributed to Cumulative CO2 Emissions from Fossil Fuel Producers

Extreme Heat and Rainfall Risk Attributed to Cumulative CO2 Emissions from Fossil Fuel Producers

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Authors

Christopher Callahan

Abstract

Legal and political approaches to climate accountability require demonstrating that a particular emitter contributed to a climate impact, but quantitative solutions to this attribution challenge remain nascent. This study leverages the proportionality of global warming to cumulative CO2 emissions to develop statistical models that directly predict extreme climate risk from cumulative emissions. Results show that cumulative emissions from individual actors have increased the probability of extreme heat and rainfall globally; for example, emissions from the United States have increased the risk of recent extreme heat by at least 50% for one-third of the globe. Focusing on specific events demonstrates that emissions from major fossil fuel firms increased the likelihood of the 2021 Pacific Northwest heat wave by 31% and 2022 extreme rainfall in Pakistan by 7%. These results demonstrate a flexible attribution framework grounded in the proportional relationships that inform climate policy, with the potential to guide efficient climate accountability assessments.

DOI

https://doi.org/10.31223/X52J5F

Subjects

Earth Sciences, Environmental Sciences, Physical Sciences and Mathematics

Keywords

Attribution science, Climate liability, Extreme events

Dates

Published: 2026-05-08 14:14

Last Updated: 2026-05-08 14:14

License

CC BY Attribution 4.0 International

Additional Metadata

Conflict of interest statement:
None.

Data Availability:
All data and code used for the analysis are publicly available. The Multi-Model Large Ensemble Archive is available at: https://www.cesm.ucar.edu/community-projects/mmlea. Global Carbon Budget data are available at: https://globalcarbonbudget.org/. The Carbon Majors database is available at: https://carbonmajors.org. CEDS data are available at: https://github.com/JGCRI/CEDS. ERA5 data are available at: https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels. CPC data are available at: https://psl.noaa.gov/data/gridded/data.cpc.globalprecip.html. The computer code used for the analysis is publicly available at: https://github.com/ccallahan45/Cumulative_Emissions_Attribution.

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