论文标题

COVID-19的时空模式使用夜间光线和空气质量数据对中国人类活动和环境的影响

Spatiotemporal Patterns of COVID-19 Impact on Human Activities and Environment in China Using Nighttime Light and Air Quality Data

论文作者

Liu, Qian, Sha, Dexuan, Liu, Wei, Houser, Paul, Zhang, Luyao, Hou, Ruizhi, Lan, Hai, Flynn, Colin, Lu, Mingyue, Hu, Tao, Yang, Chaowei

论文摘要

为了分析Covid-19对人们的生活,活动和自然环境的影响,本文调查了中国大陆大陆大陆之前和期间的夜间光(NTL)光芒(NTL)辐射和空气质量指数(AQI)的空间和时间特征。我们的结果表明,在隔离期间,每月的平均NTL亮度要比以前低得多。这项研究将NTL分为三个类别:住宅区,运输和公共设施和商业中心,NTL辐射范围分别为5-20、20-40和大于40 NW/(CM*CM*SR)。我们发现,在关闭后,大多数省份的商业中心的NTL检测的像素数(NOP)数量增加,而交通和公共设施通常保持不变。更具体地说,我们在武汉(Wuhan)检查了这些因素,并报告了第一个确认的病例,并采取了最早的隔离措施。观察到与商业中心相关的像素的观测和分析被认为具有较低的NTL辐射率值,表明行为变暗,而居民区域像素的亮度水平提高了亮度水平。该研究还发现,与2020年1月相比,整个国家的每日平均AQI的趋势显着下降,在2月和3月的大多数省份中,清洁空气较清洁。总而言之,Covid-19-19的爆发和蔓延和蔓延对人们的日常生活和活动范围造成了至关重要的影响。另一方面,随着非必需行业和机动车使用的减少,中国的空气质量得到了改善。

In order to analyze the impact of COVID-19 on people's lives, activities and the natural environment, this paper investigates the spatial and temporal characteristics of Night Time Light (NTL) radiance and Air Quality Index (AQI) before and during the pandemic in mainland China. Our results show that the monthly average NTL brightness is much lower during the quarantine period than before. This study categorizes NTL into three classes: residential area, transportation and public facilities and commercial centers, with NTL radiance ranges of 5-20, 20-40 and greater than 40 nW/(cm*cm*sr), respectively. We found that the Number Of Pixels (NOP) with NTL detection increased in the residential area and decreased in the commercial centers for most of the provinces after the shutdown, while transportation and public facilities generally stayed the same. More specifically, we examined these factors in Wuhan, where the first confirmed cases were reported, and where the earliest quarantine measures were taken. Observations and analysis of pixels associated with commercial centers were observed to have lower NTL radiance values, indicating a dimming behavior, while residential area pixels recorded increased levels of brightness, after the beginning of the lockdown. The study also discovered a significant decreasing trend in the daily average AQI for the whole country, with cleaner air in most provinces during February and March, compared to January 2020. In conclusion, the outbreak and spread of COVID-19 has had a crucial impact on people's daily lives and activity ranges through the increased implementation of lockdown and quarantine policies. On the other hand, the air quality of China has improved with the reduction of non-essential industries and motor vehicle usage.

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