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Wildfire Smoke: Smartphone Data Reveals Delayed Adaptation and SES Differences

"Behavioral responses to wildfire smoke: Insights from smartphone location data." — Proceedings of the National Academy of Sciences of the United States of America, 2026

May 4, 2026by AI Curated

Wildfire Smoke: Smartphone Data Reveals Delayed Adaptation and SES Differences

What they found

During the 2018 California wildfire season, high smoke levels led to increased time at home and indoors, and decreased mobility. However, adaptation began at levels significantly higher than those harmful to health.

What they studied

Researchers used smartphone-location data from California residents during the 2018 wildfire season to analyze daily time spent at home, indoors, and at work, as well as overall mobility.

Takeaways

The abstract focuses on findings; it does not give personal how-to steps.

About this paper

This study analyzed smartphone data from California residents during the 2018 wildfire season to understand behavioral responses to smoke. It reveals a gap between harmful smoke levels and when adaptation begins, with stronger responses among high-SES residents.

air pollutionwildfire smokebehavioral responsessmartphone datacaliforniaclimate adaptationcurated

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