The Dimming of Lights in China during the COVID-19 Pandemic

被引:77
作者
Elvidge, Christopher D. [1 ]
Ghosh, Tilottama [1 ]
Hsu, Feng-Chi [1 ]
Zhizhin, Mikhail [1 ,2 ]
Bazilian, Morgan [3 ]
机构
[1] Colorado Sch Mines, Earth Observat Grp, Payne Inst Publ Policy, Golden, CO 80401 USA
[2] Russian Space Res Inst, Moscow 117997, Russia
[3] Colorado Sch Mines, Payne Inst Publ Policy, Golden, CO 80401 USA
关键词
VIIRS; Day-night band (DNB); Nighttime lights; COVID-19; Pandemic;
D O I
10.3390/rs12172851
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A satellite survey of the cumulative radiant emissions from electric lighting across China reveals a large radiance decline in lighting from December 2019 to February 2020-the peak of the lockdown established to suppress the spread of COVID-19 infections. To illustrate the changes, an analysis was also conducted on a reference set from a year prior to the pandemic. In the reference period, the majority (62%) of China's population lived in administrative units that became brighter in March 2019 relative to December 2018. The situation reversed in February 2020, when 82% of the population lived in administrative units where lighting dimmed as a result of the pandemic. The dimming has also been demonstrated with difference images for the reference and pandemic image pairs, scattergrams, and a nightly temporal profile. The results indicate that it should be feasible to monitor declines and recovery in economic activity levels using nighttime lighting as a proxy.
引用
收藏
页数:16
相关论文
共 17 条
[1]  
Bhaduri B., 2002, GEOINFOMATICS, V5, P34
[2]   Dark Times: nighttime satellite imagery as a detector of regional disparity and the geography of conflict [J].
Coscieme, Luca ;
Sutton, Paul C. ;
Anderson, Sharolyn ;
Liu, Qing ;
Elvidge, Christopher D. .
GISCIENCE & REMOTE SENSING, 2017, 54 (01) :118-139
[3]  
Craven M., 2020, COVID-19: Implications for business
[4]  
Davis R., SHANGHAI DISNEY RESO
[5]  
Elvidge C.D., 2014, GLOBAL URBAN MONITOR, DOI [10.1201/CRCREMSENAPP, DOI 10.1201/B17012-9]
[6]  
Elvidge C D., 1999, Remote Sensing Change Detection: Environmental Monitoring Methods and Applications, P123
[7]   VIIRS night-time lights [J].
Elvidge, Christopher D. ;
Baugh, Kimberly ;
Zhizhin, Mikhail ;
Hsu, Feng Chi ;
Ghosh, Tilottama .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2017, 38 (21) :5860-5879
[8]  
Ghosh, 2017, LAND COVER LAND USE, P35, DOI DOI 10.1007/978-3-319-42638-9
[9]  
Grody N., 1999, Technical proceedings of the tenth international atovs study conference, Colorado, USA, 27 January-2 February 1999, P230
[10]   Algorithms for geodesics [J].
Karney, Charles F. F. .
JOURNAL OF GEODESY, 2013, 87 (01) :43-55