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基于奇异值分解方法的 1980-2018 年中国人为活动和气象变化对气溶胶特性的空间非均匀响应。

The spatially heterogeneous response of aerosol properties to anthropogenic activities and meteorology changes in China during 1980-2018 based on the singular value decomposition method.

机构信息

School of Resource and Environmental Sciences, Wuhan University, 129 Luoyu Road, Wuhan 430079, China.

School of Resource and Environmental Sciences, Wuhan University, 129 Luoyu Road, Wuhan 430079, China; Key Laboratory of Geographic Information System, Ministry of Education, Wuhan University, 129 Luoyu Road, Wuhan 430079, China.

出版信息

Sci Total Environ. 2020 Jul 1;724:138135. doi: 10.1016/j.scitotenv.2020.138135. Epub 2020 Mar 23.

Abstract

The unsustainable and rapid economy development brings air pollution prominently in China. In the last decade, the haze weather and its influencing mechanism across China have received increasingly attention. Although previous research has extensively focused on the characteristics of aerosols, better understanding of long-term variation in aerosols and their determinants since the Reform and Opening-up still lack in China. Furthermore, the previous studies exploring the influencing mechanism behind haze episodes by using statistical method only reflect correlation between pollutant concentration and indicators at single station, which cannot consider the remote influences resulting from atmosphere transport. In this research, we investigated the spatiotemporal pattern of aerosol optical depth (AOD) and aerosol species in China during 1980-2018 and explored the spatially heterogeneous response of AOD and aerosol component to meteorological conditions and urbanization based on singular value decomposition (SVD) method. The results indicated that AOD exhibited an upward trend in nearly 40 years, especially in eastern China with the fastest growth of sulfate aerosol. The heterogeneity of determinants revealed a great gap in anthropogenic activities and meteorological influences on aerosol varing regions. In eastern China, anthropogenic activities should be closely monitored. Besides, scientific desert governance and urban construction exert positive impact on air pollution in Xinjiang province.

摘要

经济的不可持续和快速发展使中国的空气污染问题尤为突出。在过去的十年中,中国各地的雾霾天气及其影响机制受到了越来越多的关注。尽管之前的研究已经广泛关注了气溶胶的特征,但对于改革开放以来气溶胶的长期变化及其决定因素,中国仍然缺乏更好的认识。此外,以前使用统计方法探索雾霾事件背后影响机制的研究只能反映污染物浓度与单个站点指标之间的相关性,而不能考虑到大气传输造成的远程影响。在这项研究中,我们调查了 1980 年至 2018 年期间中国气溶胶光学厚度(AOD)和气溶胶种类的时空分布模式,并基于奇异值分解(SVD)方法探索了 AOD 和气溶胶成分对气象条件和城市化的空间异质响应。结果表明,近 40 年来 AOD 呈上升趋势,特别是在中国东部地区,硫酸盐气溶胶的增长速度最快。决定因素的异质性表明,在不同地区,人为活动和气象因素对气溶胶的影响存在很大差距。在中国东部地区,应密切监测人为活动。此外,科学的沙漠治理和城市建设对新疆的空气污染产生了积极影响。

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