Login / Signup

Excess of COVID-19 cases and deaths due to fine particulate matter exposure during the 2020 wildfires in the United States.

Xiaodan ZhouKevin P JoseyLeila KamareddineMiah C CaineTianjia LiuLoretta J MickleyMatthew W CooperFrancesca Dominici
Published in: Science advances (2021)
The year 2020 brought unimaginable challenges in public health, with the confluence of the COVID-19 pandemic and wildfires across the western United States. Wildfires produce high levels of fine particulate matter (PM2.5). Recent studies reported that short-term exposure to PM2.5 is associated with increased risk of COVID-19 cases and deaths. We acquired and linked publicly available daily data on PM2.5, the number of COVID-19 cases and deaths, and other confounders for 92 western U.S. counties that were affected by the 2020 wildfires. We estimated the association between short-term exposure to PM2.5 during the wildfires and the epidemiological dynamics of COVID-19 cases and deaths. We adjusted for several time-varying confounding factors (e.g., weather, seasonality, long-term trends, mobility, and population size). We found strong evidence that wildfires amplified the effect of short-term exposure to PM2.5 on COVID-19 cases and deaths, although with substantial heterogeneity across counties.
Keyphrases
  • particulate matter
  • air pollution
  • coronavirus disease
  • sars cov
  • public health
  • respiratory syndrome coronavirus
  • physical activity
  • machine learning
  • electronic health record
  • risk assessment
  • heavy metals