scholarly journals CDC’s Translational Research Activities Addressing Public Health Impacts of Wildfire Smoke Exposure

2020 ◽  
Vol 2020 (1) ◽  
Author(s):  
A. Vaidyanathan ◽  
M. Mirabelli
2016 ◽  
Vol 124 (9) ◽  
pp. 1334-1343 ◽  
Author(s):  
Colleen E. Reid ◽  
Michael Brauer ◽  
Fay H. Johnston ◽  
Michael Jerrett ◽  
John R. Balmes ◽  
...  

Author(s):  
Yufei Zou ◽  
Susan M. O’Neill ◽  
Narasimhan K. Larkin ◽  
Ernesto C. Alvarado ◽  
Robert Solomon ◽  
...  

Large wildfires are an increasing threat to the western U.S. In the 2017 fire season, extensive wildfires occurred across the Pacific Northwest (PNW). To evaluate public health impacts of wildfire smoke, we integrated numerical simulations and observations for regional fire events during August-September of 2017. A one-way coupled Weather Research and Forecasting and Community Multiscale Air Quality modeling system was used to simulate fire smoke transport and dispersion. To reduce modeling bias in fine particulate matter (PM2.5) and to optimize smoke exposure estimates, we integrated modeling results with the high-resolution Multi-Angle Implementation of Atmospheric Correction satellite aerosol optical depth and the U.S. Environmental Protection Agency AirNow ground-level monitoring PM2.5 concentrations. Three machine learning-based data fusion algorithms were applied: An ordinary multi-linear regression method, a generalized boosting method, and a random forest (RF) method. 10-Fold cross-validation found improved surface PM2.5 estimation after data integration and bias correction, especially with the RF method. Lastly, to assess transient health effects of fire smoke, we applied the optimized high-resolution PM2.5 exposure estimate in a short-term exposure-response function. Total estimated regional mortality attributable to PM2.5 exposure during the smoke episode was 183 (95% confidence interval: 0, 432), with 85% of the PM2.5 pollution and 95% of the consequent multiple-cause mortality contributed by fire emissions. This application demonstrates both the profound health impacts of fire smoke over the PNW and the need for a high-performance fire smoke forecasting and reanalysis system to reduce public health risks of smoke hazards in fire-prone regions.


2021 ◽  
Vol 18 (1) ◽  
Author(s):  
Hao Chen ◽  
James M. Samet ◽  
Philip A. Bromberg ◽  
Haiyan Tong

AbstractIn recent years, wildland fires have occurred more frequently and with increased intensity in many fire-prone areas. In addition to the direct life and economic losses attributable to wildfires, the emitted smoke is a major contributor to ambient air pollution, leading to significant public health impacts. Wildfire smoke is a complex mixture of particulate matter (PM), gases such as carbon monoxide, nitrogen oxide, and volatile and semi-volatile organic compounds. PM from wildfire smoke has a high content of elemental carbon and organic carbon, with lesser amounts of metal compounds. Epidemiological studies have consistently found an association between exposure to wildfire smoke (typically monitored as the PM concentration) and increased respiratory morbidity and mortality. However, previous reviews of the health effects of wildfire smoke exposure have not established a conclusive link between wildfire smoke exposure and adverse cardiovascular effects. In this review, we systematically evaluate published epidemiological observations, controlled clinical exposure studies, and toxicological studies focusing on evidence of wildfire smoke exposure and cardiovascular effects, and identify knowledge gaps. Improving exposure assessment and identifying sensitive cardiovascular endpoints will serve to better understand the association between exposure to wildfire smoke and cardiovascular effects and the mechanisms involved. Similarly, filling the knowledge gaps identified in this review will better define adverse cardiovascular health effects of exposure to wildfire smoke, thus informing risk assessments and potentially leading to the development of targeted interventional strategies to mitigate the health impacts of wildfire smoke.


2018 ◽  
Vol 2018 (1) ◽  
Author(s):  
Kathleen Elizabeth McLean ◽  
Kathryn T Morrison ◽  
Jiayun Angela Yao ◽  
Gavin Shaddick ◽  
David L Buckeridge ◽  
...  

Author(s):  
Patrick Amoatey ◽  
Azizallah Izady ◽  
Ali Al-Maktoumi ◽  
Mingjie Chen ◽  
Issa Al-Harthy ◽  
...  

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