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Additional studies have examined the impact of wildfire-related air pollution on cardiac arrest risk, 
highlighting the acute cardiovascular threats posed by extreme environmental events. The study Out-of-
Hospital Cardiac Arrests and Wildfire-Related Particulate Matter During 2015–2017 California Wildfires 
by Jones et al. (2020) investigated how exposure to wildfire smoke influences OHCA incidence across 
affected regions. Wildfires produce high 
concentrations of fine particulate matter 
(PM2.5), which can travel hundreds of miles 
and affect populations far from the fire, 
creating widespread and unpredictable 
exposure. These events are particularly 
concerning because they combine high-
intensity air pollution with heat stress and 
other environmental challenges, increasing 
the overall cardiovascular burden on exposed 
populations.
The research team examined a de-identified 
dataset of OHCA events that took place during 
wildfire periods, with each incident matched 
to daily PM2.5 air quality measurements 
specifically resulting from wildfire smoke. 
Smoke plume density, classified as light, 
medium, or heavy, was estimated using 
the NOAA Hazard Mapping System Smoke 
Product, providing spatially precise exposure 
data. To capture the compounding effects of 
environmental stressors, daily temperature 
and relative humidity were obtained from 
the University of Idaho Gridded Surface 
Meteorological Dataset (gridMET) via the 
Google Earth Engine Data Catalog and 
aggregated at the census tract level using 
4-kilometer grids from NLDAS. These data 
were used to calculate daily heat index values, 
integrating temperature and humidity to 
reflect the combined environmental load on 
cardiovascular health.
Wildfire Smoke and Cardiac Arrest
Table 1. Sociodemographic Factors of Patients With 
OHCA, by Number and Percent Exposed to Wildfire 
Smoke, in 14 California Counties from May 2015 to 
October 2017. 
From Jones et al., Out of Hospital Cardiac Arrests and Wildfire Related 
Particulate Matter During 2015–2017 California Wildfires, Journal of the 
American Heart Association 2020;9:e014125. Used with Permission. Licensed 
under CC BY NC. DOI: 10.1161/JAHA.119.014125.

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