Using generalized random forests to characterize vulnerability to adverse health outcomes following wildfire smoke exposure in California

Authors

Jennifer M. Zakaras
Michael Cheung (ORCID: https://orcid.org/0000-0003-2913-7265)
Joan A. Casey (ORCID: https://orcid.org/0000-0002-9809-4695)
Arianne Teherani (ORCID: https://orcid.org/0000-0003-2936-9832)
Noémie Letellier (ORCID: https://orcid.org/0000-0002-6925-1217)
Tarik Benmarhnia (ORCID: https://orcid.org/0000-0002-4018-3089)
Rosana Aguilera (ORCID: https://orcid.org/0000-0001-7993-8154)
Harold R. Collard (ORCID: https://orcid.org/0000-0002-8384-9506)
Rebecca A. Sugrue (ORCID: https://orcid.org/0000-0001-7886-7681)
Caitlin G. Jones (ORCID: https://orcid.org/0000-0002-4478-8392)
Sheri D. Weiser (ORCID: https://orcid.org/0000-0002-7807-4072)
Neeta Thakur (ORCID: https://orcid.org/0000-0001-6126-6601)

Institutions

Scripps Institution of Oceanography (US)
Inserm (FR)
University of California, San Francisco (US)
University of Washington (US)
University of California San Diego (US)
Institut de Recherche en Santé, Environnement et Travail (FR)
Chancellor University (US)
Université de Rennes (FR)
Seattle University (US)

Publication Details

Journal: Environment International
Published: 2025-11-21
DOI: https://doi.org/10.1016/j.envint.2025.109955
Primary Topic: Fire effects on ecosystems
Type: article
Field-Weighted Citation Impact: 0.00

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article

Using generalized random forests to characterize vulnerability to adverse health outcomes following wildfire smoke exposure in California

Jennifer M. Zakaras, Michael Cheung, Joan A. Casey, Arianne Teherani et al.

Nov 21, 2025

Environment International

Fire effects on ecosystems

article

Using generalized random forests to characterize vulnerability to adverse health outcomes following wildfire smoke exposure in California

Jennifer M. Zakaras, Michael Cheung, Joan A. Casey, Arianne Teherani, Noémie Letellier, Tarik Benmarhnia, Rosana Aguilera, Harold R. Collard, Rebecca A. Sugrue, Caitlin G. Jones, Sheri D. Weiser, Neeta Thakur

November 21, 2025article en

Abstract

No abstract available for this paper.

Environment InternationalVol. 206

Scripps Institution of Oceanography (US), Inserm (FR), University of California, San Francisco (US), University of Washington (US), University of California San Diego (US), Institut de Recherche en Santé, Environnement et Travail (FR), Chancellor University (US), Université de Rennes (FR), Seattle University (US)

Openalex Percentile: Top 67%

Fire effects on ecosystems

DOI Open Access PDF OpenAlex

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Using generalized random forests to characterize vulnerability to adverse health outcomes following wildfire smoke exposure in California — Jennifer M. Zakaras, Michael Cheung, et al. · Environment International (2025) | TGRS Research Map | TGRS