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Wildfire smoke offsets decades of progress in reducing ozone exposure across the United States

Wildfire smoke offsets decades of progress in reducing ozone exposure across the United States

This is a Preprint and has not been peer reviewed. This is version 1 of this Preprint.

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Authors

Minghao Qiu , Yangmingkai Li, Marissa Childs, Makoto Kelp, Xiaomeng Jin, Guanyu Huang, Mahdieh Danesh Yazdi, Yaguang Wei, Yuan Wang, Kai Chen

Abstract

Ground-level ozone (O3) pollution has declined in the U.S., yet the progress has stalled in recent years, coinciding with increasing wildfire smoke. Using ensemble machine learning models trained on surface observations, we develop a gridded daily smoke O3 dataset across the contiguous U.S. from 2006-2023. We estimate that wildfire smoke placed an additional 29 million people each year in areas exceeding the federal O3 standard, a 74% increase over a no-smoke baseline. Smoke has offset 36% of the reduction in the O3 nonattainment population and 62% of the improvement in population-weighted O3 concentrations over 2006-2023. Smoke ozone follows spatial-temporal patterns distinct from smoke PM2.5. Wildfire smoke is increasingly eroding the O3 health benefits achieved through decades of emission controls, posing a growing challenge for air quality management in a changing climate.

DOI

https://doi.org/10.31223/X5VJ5K

Subjects

Atmospheric Sciences, Climate, Environmental Sciences

Keywords

wildfire, ozone, air quality, climate

Dates

Published: 2026-05-23 08:49

Last Updated: 2026-05-23 08:49

License

CC-By Attribution-NonCommercial-NoDerivatives 4.0 International

Additional Metadata

Conflict of interest statement:
None

Data Availability:
https://github.com/mhqiu/US-smoke-ozone

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