Xianyu Yang , Bingzheng Ben , Wenlei Wang , Bin Long , Yan Xie , Kai Wu , Xiaoling Zhang
{"title":"2013-2020 年中国四川盆地的细颗粒物污染:来源、排放和死亡负担","authors":"Xianyu Yang , Bingzheng Ben , Wenlei Wang , Bin Long , Yan Xie , Kai Wu , Xiaoling Zhang","doi":"10.1016/j.envint.2025.109366","DOIUrl":null,"url":null,"abstract":"<div><div>Fine particulate matter (PM<sub>2.5</sub>) pollution is a critical air quality concern which poses threats to public health. Despite strict air pollution control measures implemented in China since 2013, PM<sub>2.5</sub> exceedances and region-wide PM<sub>2.5</sub> episodes are still frequently observed in the Sichuan Basin (SCB) located in southwestern China. Here, we examine ambient PM<sub>2.5</sub> pollution within the SCB from 2013 to 2020, focusing on emission sources, trends, and health outcomes. By integrating ambient measurements, emission inventories, and the health impact model, our findings reveal a notable decrease in PM<sub>2.5</sub> levels across the basin, with the Chengdu Plain showing a significant reduction of 56 μg/m<sup>3</sup> in 2020 compared to 2013. Despite these improvements, it is still challenging for densely populated cities to attain the national air quality standards. We highlight a 46.8 % reduction in PM<sub>2.5</sub> emissions from 2013 to 2020, driven largely by decreased emissions from residential and industrial sources, which accounted for an average of 38.6 % and 50.3 % of total reduced emissions, respectively. In contrast, the decreases of NO<em><sub>x</sub></em> emissions (26.0 %) were less pronounced compared to PM<sub>2.5</sub> due to modest reductions from industrial and transportation sectors. Health impact assessments at 1 km × 1 km using the GEMM model attributes 157,637 deaths to long-term PM<sub>2.5</sub> exposure in the SCB for 2017, with stroke and ischemic heart disease identified as leading causes. Further analysis indicates that significant variations in population density could greatly amplify the health impacts of long-term PM<sub>2.5</sub> exposure, highlighting the need to prioritize PM<sub>2.5</sub> reduction strategies specifically targeting megacities to maximize health benefits. These findings underscore the critical need for ongoing emission reduction efforts and the implementation of targeted pollution control measures to further improve air quality and reduce mortality burden in the SCB.</div></div>","PeriodicalId":308,"journal":{"name":"Environment International","volume":"197 ","pages":"Article 109366"},"PeriodicalIF":10.3000,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fine particulate matter pollution in the Sichuan Basin of China from 2013 to 2020: Sources, emissions, and mortality burden\",\"authors\":\"Xianyu Yang , Bingzheng Ben , Wenlei Wang , Bin Long , Yan Xie , Kai Wu , Xiaoling Zhang\",\"doi\":\"10.1016/j.envint.2025.109366\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Fine particulate matter (PM<sub>2.5</sub>) pollution is a critical air quality concern which poses threats to public health. Despite strict air pollution control measures implemented in China since 2013, PM<sub>2.5</sub> exceedances and region-wide PM<sub>2.5</sub> episodes are still frequently observed in the Sichuan Basin (SCB) located in southwestern China. Here, we examine ambient PM<sub>2.5</sub> pollution within the SCB from 2013 to 2020, focusing on emission sources, trends, and health outcomes. By integrating ambient measurements, emission inventories, and the health impact model, our findings reveal a notable decrease in PM<sub>2.5</sub> levels across the basin, with the Chengdu Plain showing a significant reduction of 56 μg/m<sup>3</sup> in 2020 compared to 2013. Despite these improvements, it is still challenging for densely populated cities to attain the national air quality standards. We highlight a 46.8 % reduction in PM<sub>2.5</sub> emissions from 2013 to 2020, driven largely by decreased emissions from residential and industrial sources, which accounted for an average of 38.6 % and 50.3 % of total reduced emissions, respectively. In contrast, the decreases of NO<em><sub>x</sub></em> emissions (26.0 %) were less pronounced compared to PM<sub>2.5</sub> due to modest reductions from industrial and transportation sectors. Health impact assessments at 1 km × 1 km using the GEMM model attributes 157,637 deaths to long-term PM<sub>2.5</sub> exposure in the SCB for 2017, with stroke and ischemic heart disease identified as leading causes. Further analysis indicates that significant variations in population density could greatly amplify the health impacts of long-term PM<sub>2.5</sub> exposure, highlighting the need to prioritize PM<sub>2.5</sub> reduction strategies specifically targeting megacities to maximize health benefits. These findings underscore the critical need for ongoing emission reduction efforts and the implementation of targeted pollution control measures to further improve air quality and reduce mortality burden in the SCB.</div></div>\",\"PeriodicalId\":308,\"journal\":{\"name\":\"Environment International\",\"volume\":\"197 \",\"pages\":\"Article 109366\"},\"PeriodicalIF\":10.3000,\"publicationDate\":\"2025-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environment International\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0160412025001175\",\"RegionNum\":1,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environment International","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0160412025001175","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Fine particulate matter pollution in the Sichuan Basin of China from 2013 to 2020: Sources, emissions, and mortality burden
Fine particulate matter (PM2.5) pollution is a critical air quality concern which poses threats to public health. Despite strict air pollution control measures implemented in China since 2013, PM2.5 exceedances and region-wide PM2.5 episodes are still frequently observed in the Sichuan Basin (SCB) located in southwestern China. Here, we examine ambient PM2.5 pollution within the SCB from 2013 to 2020, focusing on emission sources, trends, and health outcomes. By integrating ambient measurements, emission inventories, and the health impact model, our findings reveal a notable decrease in PM2.5 levels across the basin, with the Chengdu Plain showing a significant reduction of 56 μg/m3 in 2020 compared to 2013. Despite these improvements, it is still challenging for densely populated cities to attain the national air quality standards. We highlight a 46.8 % reduction in PM2.5 emissions from 2013 to 2020, driven largely by decreased emissions from residential and industrial sources, which accounted for an average of 38.6 % and 50.3 % of total reduced emissions, respectively. In contrast, the decreases of NOx emissions (26.0 %) were less pronounced compared to PM2.5 due to modest reductions from industrial and transportation sectors. Health impact assessments at 1 km × 1 km using the GEMM model attributes 157,637 deaths to long-term PM2.5 exposure in the SCB for 2017, with stroke and ischemic heart disease identified as leading causes. Further analysis indicates that significant variations in population density could greatly amplify the health impacts of long-term PM2.5 exposure, highlighting the need to prioritize PM2.5 reduction strategies specifically targeting megacities to maximize health benefits. These findings underscore the critical need for ongoing emission reduction efforts and the implementation of targeted pollution control measures to further improve air quality and reduce mortality burden in the SCB.
期刊介绍:
Environmental Health publishes manuscripts focusing on critical aspects of environmental and occupational medicine, including studies in toxicology and epidemiology, to illuminate the human health implications of exposure to environmental hazards. The journal adopts an open-access model and practices open peer review.
It caters to scientists and practitioners across all environmental science domains, directly or indirectly impacting human health and well-being. With a commitment to enhancing the prevention of environmentally-related health risks, Environmental Health serves as a public health journal for the community and scientists engaged in matters of public health significance concerning the environment.