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

被引:36
作者
Ghosh, Tilottama [1 ]
Elvidge, Christopher D. [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
remote sensing of nighttime lights; VIIRS day– night band; COVID-19; pandemic; economic effects;
D O I
10.3390/rs12203289
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The monthly Suomi National Polar-orbiting (NPP) Visible Infrared Imaging Radiometer Suite (VIIRS) Day-Night Band (DNB) composite reveals the dimming of lights as an effect of the lockdown enforced by the government of India in response to the COVID-19 pandemic. The changes in lighting are examined by creating difference maps of a pre-pandemic pair and comparing it with two pandemic pairs. The visual raster difference maps are substantiated with quantitative analysis showing the proportion of population affected by the changes in the lighting brightness levels. In the pre-pandemic images of February and March 2019, 60% of the population lived in administrative units that became brighter in March 2019. However, in the first pandemic pair, 87% of the population lived in administrative units that became dimmer in March 2020 after the lockdown in comparison to February 2020. The nightly DNB profile at the airport in Delhi illustrate how the dimming of lights coincide with the date of the onset of the lockdown (in March 2020). The study shows the usefulness of the DNB nightly and monthly composites in examining economic impacts of the pandemic as countries throughout the world go through economic declines and move towards recovery.
引用
收藏
页码:1 / 17
页数:17
相关论文
共 25 条
[1]  
[Anonymous], **NON-TRADITIONAL**
[2]  
[Anonymous], **NON-TRADITIONAL**
[3]  
[Anonymous], **NON-TRADITIONAL**
[4]  
[Anonymous], **NON-TRADITIONAL**
[5]  
Basu K., INDIAS DESCENT STEPW
[6]  
Beyer R.C.M., 2018, WORKING PAPER
[7]  
Bright E.A., OAK RIDGE NATL LAB V
[8]  
Chandrashekhar V., CAN INDIA CURB CORON
[9]  
Choudhury Saheli Roy, 2020, CNBC
[10]   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