Satellite based analysis on covariation of air pollution and human activities in Guangdong during COVID-19 lockdown

Zu-Ren Li
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Abstract

The relationship between air pollution emissions and economic development has been a research hot spot in the last few decades. Lockdowns caused by novel coronavirus provide an unprecedented opportunity to deepen our understanding to the possible mechanism of the covariation between human economical activities and air pollutant events. In this paper, satellite derived aerosol optical depth (AOD) and Nighttime light (NTL) data were used as agencies for air pollution and economic activities respectively. The results show that NTL in Feb. 2020 is lower than the same month of previous year in most of the eight cities of Guangdong Province, Northern China. That indicates lower NTL may due to less activities of social activities, tourism and industrial production because of lockdown during COVID-19 pandemic. Meanwhile, AOD also sharply decreases in Feb. 2020. And, both trends of NTL and AOD turned over as soon as March 2020. The correlations between AOD and NTL of these eight cities are quite different from each other, somehow them are more correspondingly close to 1 during COVID-19 from Dec. 2019 to Feb. 2020. That may suggest solid covariation between AOD and NTL, and may indicate human economic activities may be one of the reasons leading to air pollution.
基于卫星的广东封城期间空气污染与人类活动共变分析
大气污染排放与经济发展的关系是近几十年来的研究热点。新型冠状病毒导致的封锁为加深我们对人类经济活动与大气污染事件共变的可能机制的理解提供了前所未有的机会。本文以卫星反演的气溶胶光学深度(AOD)和夜间光(NTL)数据分别作为大气污染和经济活动的代理。结果表明,2020年2月广东省8个城市的NTL均低于上年同期。这表明,NTL下降可能是由于新冠肺炎大流行期间的封锁导致社会活动、旅游和工业生产活动减少。同时,AOD在2020年2月也大幅下降。而且,NTL和AOD的趋势都在2020年3月发生了逆转。2019年12月至2020年2月期间,8个城市的AOD与NTL的相关性差异较大,但在某种程度上更接近于1。这可能表明AOD和NTL之间存在密切的共变,并可能表明人类经济活动可能是导致空气污染的原因之一。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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