气候变化下污染源变化对pm2.5结合有毒成分的量化作用:2018-2022年中国特大城市多个站点的测量

IF 11.3 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Xinyao Feng, Yingze Tian, Danfeng Guo, Qianqian Xue, Danlin Song, Fengxia Huang, Yinchang Feng
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引用次数: 0

摘要

了解气候变化下pm2.5结合的有毒成分对来源变化的响应对于保护公众健康至关重要。然而,缺乏有毒成分的长期和多地点观测数据限制了这方面的努力。在这里,我们在中国大城市的10个地点进行了为期五年的PM2.5测量(2018-2022),分析了15种多环芳烃(PAHs), 6种有机磷酸酯(OPEs)和9种潜在有毒元素(pte)。使用可解释的机器学习,我们发现气候变化下颗粒物质质量减少的源变化会影响pm2.5结合的有毒成分。极端高温和最高气温等气象因子对pte的影响最大,而地理、社会经济和人为因素对pte的影响最大,其中Cu的影响最大。我们还设计了10种极端高温和源变化情景来预测有毒成分的反应。将情景2-1(无温度变化的源变化)与情景2-2和情景2-3(相同源变化但温度更高)进行比较时,许多pm2.5结合的有机物和As在气候变化下表现出更高的还原速率,这突出了更多关注气相有机物和大气过程产物的必要性。苯并[b]氟蒽(BbF)对交通源减少最为敏感,而Cu、Mn、Zn和Fe对工业源减少更为敏感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Quantifying role of source variations on PM2.5-bound toxic components under climate change: measurement at multiple sites during 2018-2022 in a Chinese megacity

Quantifying role of source variations on PM2.5-bound toxic components under climate change: measurement at multiple sites during 2018-2022 in a Chinese megacity
Understanding the response of PM2.5-bound toxic components to source variations under climate change is crucial for public health protection. However, the lack of long-term and multi-site observational data of toxic components limits such efforts. Here, we conducted a five-year PM2.5 measurement (2018-2022) at 10 sites across a Chinese megacity, analyzing 15 polycyclic aromatic hydrocarbons (PAHs), 6 organophosphate esters (OPEs), and 9 potentially toxic elements (PTEs). Using explainable machine learning, we found that source variations from particle matter mass reduction under climate change can impact PM2.5-bound toxic components. Meteorological factors like extreme heat days and max temperature impact most toxic components, while geographic, socioeconomic, and anthropogenic factors mainly affect PTEs, especially Cu. We also designed 10 extreme heat and source variation scenarios to predict the response of toxic components. When comparing scenario 2-1 (source variation without temperature change) with scenario 2-2 and 2-3 (the same source variation but higher temperatures), many PM2.5-bound organics and As show higher reduction rates under climate change, highlighting the need to focus more on gas-phase organics and products of atmospheric process. Benzo[b]fluoranthene (BbF) is most sensitive to traffic source reductions, and Cu, Mn, Zn and Fe are more sensitive to industrial source reductions.
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来源期刊
Journal of Hazardous Materials
Journal of Hazardous Materials 工程技术-工程:环境
CiteScore
25.40
自引率
5.90%
发文量
3059
审稿时长
58 days
期刊介绍: The Journal of Hazardous Materials serves as a global platform for promoting cutting-edge research in the field of Environmental Science and Engineering. Our publication features a wide range of articles, including full-length research papers, review articles, and perspectives, with the aim of enhancing our understanding of the dangers and risks associated with various materials concerning public health and the environment. It is important to note that the term "environmental contaminants" refers specifically to substances that pose hazardous effects through contamination, while excluding those that do not have such impacts on the environment or human health. Moreover, we emphasize the distinction between wastes and hazardous materials in order to provide further clarity on the scope of the journal. We have a keen interest in exploring specific compounds and microbial agents that have adverse effects on the environment.
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