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Changes in nighttime lights during COVID-19 lockdown over Delhi, India
In 2020, the world faced an unexpected health crisis in form of the COVID-19 pandemic. Globally, lockdowns were imposed to control its spread. These lockdowns disrupted normal life and are estimated to cause large economic losses in India. Literature is replete with studies linking satellite-based n...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8137561/ http://dx.doi.org/10.1016/B978-0-323-85512-9.00029-2 |
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author | Deep, Asmita Gupta, Prasun Kumar |
author_facet | Deep, Asmita Gupta, Prasun Kumar |
author_sort | Deep, Asmita |
collection | PubMed |
description | In 2020, the world faced an unexpected health crisis in form of the COVID-19 pandemic. Globally, lockdowns were imposed to control its spread. These lockdowns disrupted normal life and are estimated to cause large economic losses in India. Literature is replete with studies linking satellite-based nighttime light (NTL) observations with electrification, socioeconomic, and demographic growth. This chapter attempts to explore several such indicators for Delhi, India from March to May 2020. Human mobility, electricity power consumption (EPC), and NTL observations showed a significant decline in the lockdown months. However, results indicate that during the lockdown period, a weak correlation exists between NTL and EPC. The hypothesis of this study is, thus, built on the fact that, during the lockdown, the effect of EPC on NTL was impacted by other factors including COVID-19 cases and reduced mobility in the region. Further analysis was done by spatially, temporally, and quantitatively harmonizing all the datasets to a pre-COVID baseline period. The study finds positive correlation between mobility and EPC; and positive correlation between NTL and mobility in parks. A symbolical regression model is also generated to express EPC as function of NTL and mobility. The study therefore shows that NTL and EPC have been impacted by factors prevailing during COVID-19 lockdown. The study can be further expanded to other parts of the world with different socioeconomic settings and by including granular datasets having sectoral EPC values. |
format | Online Article Text |
id | pubmed-8137561 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-81375612021-05-21 Changes in nighttime lights during COVID-19 lockdown over Delhi, India Deep, Asmita Gupta, Prasun Kumar Environmental Resilience and Transformation in Times of COVID-19 Article In 2020, the world faced an unexpected health crisis in form of the COVID-19 pandemic. Globally, lockdowns were imposed to control its spread. These lockdowns disrupted normal life and are estimated to cause large economic losses in India. Literature is replete with studies linking satellite-based nighttime light (NTL) observations with electrification, socioeconomic, and demographic growth. This chapter attempts to explore several such indicators for Delhi, India from March to May 2020. Human mobility, electricity power consumption (EPC), and NTL observations showed a significant decline in the lockdown months. However, results indicate that during the lockdown period, a weak correlation exists between NTL and EPC. The hypothesis of this study is, thus, built on the fact that, during the lockdown, the effect of EPC on NTL was impacted by other factors including COVID-19 cases and reduced mobility in the region. Further analysis was done by spatially, temporally, and quantitatively harmonizing all the datasets to a pre-COVID baseline period. The study finds positive correlation between mobility and EPC; and positive correlation between NTL and mobility in parks. A symbolical regression model is also generated to express EPC as function of NTL and mobility. The study therefore shows that NTL and EPC have been impacted by factors prevailing during COVID-19 lockdown. The study can be further expanded to other parts of the world with different socioeconomic settings and by including granular datasets having sectoral EPC values. 2021 2021-05-21 /pmc/articles/PMC8137561/ http://dx.doi.org/10.1016/B978-0-323-85512-9.00029-2 Text en Copyright © 2021 Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Deep, Asmita Gupta, Prasun Kumar Changes in nighttime lights during COVID-19 lockdown over Delhi, India |
title | Changes in nighttime lights during COVID-19 lockdown over Delhi, India |
title_full | Changes in nighttime lights during COVID-19 lockdown over Delhi, India |
title_fullStr | Changes in nighttime lights during COVID-19 lockdown over Delhi, India |
title_full_unstemmed | Changes in nighttime lights during COVID-19 lockdown over Delhi, India |
title_short | Changes in nighttime lights during COVID-19 lockdown over Delhi, India |
title_sort | changes in nighttime lights during covid-19 lockdown over delhi, india |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8137561/ http://dx.doi.org/10.1016/B978-0-323-85512-9.00029-2 |
work_keys_str_mv | AT deepasmita changesinnighttimelightsduringcovid19lockdownoverdelhiindia AT guptaprasunkumar changesinnighttimelightsduringcovid19lockdownoverdelhiindia |