Статья

The dimming of lights in india during the covid-19 pandemic

T. Ghosh, C. Elvidge, F. Hsu, M. Zhizhin, M. Bazilian,
2021

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. © 2020 by the authors. Licensee MDPI, Basel, Switzerland.

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Версии

  • 1. Version of Record от 2021-04-27

Метаданные

Об авторах
  • T. Ghosh
    Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines, Golden, CO 80401, United States
  • C. Elvidge
    Russian Space Research Institute, Moscow, 117997, Russian Federation
  • F. Hsu
    Payne Institute for Public Policy, Colorado School of Mines, Golden, CO 80401, United States
  • M. Zhizhin
  • M. Bazilian
Название журнала
  • Remote Sensing
Том
  • 12
Выпуск
  • 20
Страницы
  • 1-17
Ключевые слова
  • Lighting; Economic decline; Economic impacts; Government of India; Polar-orbiting; Visible infrared imaging radiometer suites; Thermography (imaging)
Издатель
  • MDPI AG
Тип документа
  • journal article
Тип лицензии Creative Commons
  • CC
Правовой статус документа
  • Свободная лицензия
Источник
  • scopus