Jin Zhihao, Ferrada Gonzalo A, Zhang Danlu, Scovronick Noah, Fu Joshua S, Chen Kai, Liu Yang
Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University.
NOAA Earth System Research Laboratories.
Res Sq. 2024 Nov 21:rs.3.rs-5478994. doi: 10.21203/rs.3.rs-5478994/v1.
Despite emerging evidence on the health impacts of fine particulate matter (PM) from wildland fire smoke, the specific effects of PM composition on health outcomes remain uncertain. We developed a three-level, chemical transport model-based framework to estimate daily full-coverage concentrations of smoke-derived carbonaceous PM, specifically Organic Carbon (OC) and Elemental Carbon (EC), at a 1 km spatial resolution from 2002 to 2019 across the contiguous U.S. (CONUS) and Southern Canada (SC). Cross-validation demonstrated that the framework performed well at both the daily and monthly levels. Modeling results indicated that increases in wildland fire smoke have offset approximately one-third of the improvements in background air quality. In recent years, wildland fire smoke has become more frequent and carbonaceous PM concentrations have intensified, especially in the Western CONUS and Southwestern Canada. Smoke exposure is also occurring earlier throughout the year, leading to more population being exposed. We estimated that long-term exposure to fire smoke carbonaceous PM is responsible for 7,462 and 259 non-accidental deaths annually in the CONUS and SC, respectively, with associated annual monetized damage of 68.4 billion USD for the CONUS and 1.97 billion CAD for SC. The Southeastern CONUS, where prescribed fires are prevalent, contributed most to these health impacts and monetized damages. Given the challenges posed by climate change for managing prescribed and wildland fires, our findings offer critical insights to inform policy development and assess future health burdens associated with fire smoke exposure.
尽管有新证据表明野火烟雾中的细颗粒物(PM)对健康有影响,但PM成分对健康结果的具体影响仍不确定。我们开发了一个基于化学传输模型的三级框架,以估算2002年至2019年期间美国本土(CONUS)和加拿大南部(SC)1公里空间分辨率下源自烟雾的含碳PM(特别是有机碳(OC)和元素碳(EC))的每日全覆盖浓度。交叉验证表明该框架在每日和每月层面都表现良好。建模结果表明,野火烟雾的增加抵消了背景空气质量改善的约三分之一。近年来,野火烟雾变得更加频繁,含碳PM浓度加剧,尤其是在美国本土西部和加拿大西南部。全年烟雾暴露也更早发生,导致更多人口受到影响。我们估计,长期暴露于火灾烟雾含碳PM分别导致美国本土和加拿大南部每年有7462例和259例非意外死亡,美国本土相关年度货币化损失为684亿美元,加拿大南部为19.7亿加元。美国本土东南部规定火烧盛行,对这些健康影响和货币化损失的贡献最大。鉴于气候变化给规定火烧和野火管理带来的挑战,我们的研究结果为政策制定和评估与火灾烟雾暴露相关的未来健康负担提供了关键见解。