环境科学
CMAQ
风险评估
中国
环境卫生
人口
健康风险评估
煤燃烧产物
空气质量指数
健康风险
暴露评估
环境保护
煤
环境化学
气象学
地理
医学
废物管理
工程类
化学
考古
计算机科学
计算机安全
作者
Shuhan Liu,Hezhong Tian,Xiaoxuan Bai,Chuanyong Zhu,Bobo Wu,Lining Luo,Yan Hao,Wei Liu,Shu‐Min Lin,Shuang Zhao,Kun Wang,Kaiyun Liu,Jiajia Gao,Qiang Zhang,Kai Zhang,Haidong Kan,Yang Liu,Jiming Hao
标识
DOI:10.1021/acs.est.1c01775
摘要
Airborne trace elements (TEs) pose a notable threat to human health due to their toxicity and carcinogenicity, whereas their exposures and associated health risks in China remain unclear. Here, we present the first nationwide assessment of spatiotemporal exposure to 11 TEs in China by coupling a bottom-up emission inventory with a modified CMAQ model capable of TE simulation. Associated health risks of 11 TEs are then evaluated using a set of risk assessment models. Our results show that the CMAQ model could reasonably reproduce the spatiotemporal variations of 11 TEs in China compared to observations. We find significant but spatiotemporal-heterogeneous cancer risks associated with high-level exposure of TEs in China. Gridded cell concentrations of hexavalent chromium, arsenic, and nickel in eastern and central China usually exceed China's air quality standard limits, resulting in significant cancer risks that affected over 85% of the entire population in China in 2015. National annual mean population-weighted concentrations of 11 TEs decrease by 9.8–35.6% from 2012 to 2015, largely attributed to emission reduction from coal combustion. Our study provides critical insights for policymakers to implement stricter measures to alleviate health burdens and benefit relevant epidemiological research on airborne TEs.
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