The diverging role of increasing wildfire smoke to ambient PM2.5 exposure disparity in California, 2006 to 2018

Exposure to ambient fine particulate matter (PM 2.5 ) varies by structural determinants of health, through mechanisms such as racism and material deprivation. These disparities are well documented in the US across individual and community-level race and ethnicity (RE) and socioeconomic status (SES). Since 2000, California air quality has generally improved, and disparities have narrowed, tentatively attributed by previous studies to air regulations. In parallel, wildfires became major contributors to ambient PM 2.5 , with different exposure patterns from traditional emission sources. To explore wildfires’ contribution to exposure disparities, we tracked the temporal trend in total ambient PM 2.5 exposure disparities in California from 2008 to 2006 and disentangled the role of wildfire smoke. We evaluated the population-weighted and rank-ordered temporal change in total, wildfire, and non-wildfire PM 2.5 exposure across California census tracts and by RE and SES groups. We confirmed an absolute decrease in total PM 2.5 over time and fluctuations in wildfire PM 2.5 with peaks in 2008 and 2018. Census tracts with historically high total PM 2.5 exposure in 2006 were less exposed in 2018, but this rank-ordered temporal change was mostly driven by increased wildfire PM 2.5 in some tracts. Across the study period, community disparities in total PM 2.5 existed among RE and SES groups, with higher exposure among socioeconomically disadvantaged and non-Hispanic Black and Hispanic populations. Community disparities in total PM 2.5 narrowed from 2006 to 2018, yet these reductions were 9.4% to 59.5% attributable to increased wildfire PM 2.5 exposure among socioeconomically affluent or non-Hispanic populations. In summary, wildfire PM 2.5 has exaggerated the progress in reducing inequities in traditional sources of PM 2.5 , especially across racial groups and in years with severe wildfire like 2018. Additional targeted efforts are needed to reduce persistent inequities in PM 2.5 exposure from traditional sources, which can be masked by increases in wildfire PM 2.5 in an era of climate change.

Authors

Publication Details

Journal
PLOS Climate
Published
2026-02-04
DOI
https://doi.org/10.1371/journal.pclm.0000796
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The diverging role of increasing wildfire smoke to ambient PM2.5 exposure disparity in California, 2006 to 2018

Jenny T. Nguyen, Joan A Casey, Chen Chen, Tarik Benmarhnia
PLOS Climate
Air Quality and Health Impacts
article

The diverging role of increasing wildfire smoke to ambient PM2.5 exposure disparity in California, 2006 to 2018

Jenny T. Nguyen, Joan A Casey, Chen Chen, Tarik Benmarhnia
article en

Abstract

Exposure to ambient fine particulate matter (PM 2.5 ) varies by structural determinants of health, through mechanisms such as racism and material deprivation. These disparities are well documented in the US across individual and community-level race and ethnicity (RE) and socioeconomic status (SES). Since 2000, California air quality has generally improved, and disparities have narrowed, tentatively attributed by previous studies to air regulations. In parallel, wildfires became major contributors to ambient PM 2.5 , with different exposure patterns from traditional emission sources. To explore wildfires’ contribution to exposure disparities, we tracked the temporal trend in total ambient PM 2.5 exposure disparities in California from 2008 to 2006 and disentangled the role of wildfire smoke. We evaluated the population-weighted and rank-ordered temporal change in total, wildfire, and non-wildfire PM 2.5 exposure across California census tracts and by RE and SES groups. We confirmed an absolute decrease in total PM 2.5 over time and fluctuations in wildfire PM 2.5 with peaks in 2008 and 2018. Census tracts with historically high total PM 2.5 exposure in 2006 were less exposed in 2018, but this rank-ordered temporal change was mostly driven by increased wildfire PM 2.5 in some tracts. Across the study period, community disparities in total PM 2.5 existed among RE and SES groups, with higher exposure among socioeconomically disadvantaged and non-Hispanic Black and Hispanic populations. Community disparities in total PM 2.5 narrowed from 2006 to 2018, yet these reductions were 9.4% to 59.5% attributable to increased wildfire PM 2.5 exposure among socioeconomically affluent or non-Hispanic populations. In summary, wildfire PM 2.5 has exaggerated the progress in reducing inequities in traditional sources of PM 2.5 , especially across racial groups and in years with severe wildfire like 2018. Additional targeted efforts are needed to reduce persistent inequities in PM 2.5 exposure from traditional sources, which can be masked by increases in wildfire PM 2.5 in an era of climate change.

PLOS ClimateVol. 5(2)
No poverty
Openalex Percentile: Top 69%
Air Quality and Health Impacts
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The diverging role of increasing wildfire smoke to ambient PM2.5 exposure disparity in California, 2006 to 2018 — Jenny T. Nguyen, Joan A Casey, et al. · PLOS Climate (2026) | TGRS Research Map | TGRS