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Nighttime light perspective in urban resilience assessment and spatiotemporal impact of COVID-19 from January to June 2022 in mainland China
The outbreak of the coronavirus disease 2019 (COVID-19) epidemic has resulted in large threats and damage to society and the economy. In this study, we evaluate and verify the comprehensive resilience and spatiotemporal impact of the COVID-19 epidemic from January to June 2022 in mainland China base...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier B.V.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10284457/ https://www.ncbi.nlm.nih.gov/pubmed/37362004 http://dx.doi.org/10.1016/j.uclim.2023.101591 |
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author | Liu, Yaohui Liu, Wenyi Zhang, Xinyu Lin, Yu Zheng, Guoqiang Zhao, Zhan Cheng, Hao Gross, Lutz Li, Xiaoli Wei, Benyong Su, Fei |
author_facet | Liu, Yaohui Liu, Wenyi Zhang, Xinyu Lin, Yu Zheng, Guoqiang Zhao, Zhan Cheng, Hao Gross, Lutz Li, Xiaoli Wei, Benyong Su, Fei |
author_sort | Liu, Yaohui |
collection | PubMed |
description | The outbreak of the coronavirus disease 2019 (COVID-19) epidemic has resulted in large threats and damage to society and the economy. In this study, we evaluate and verify the comprehensive resilience and spatiotemporal impact of the COVID-19 epidemic from January to June 2022 in mainland China based on multisource data. First, we adopt a combination of the mandatory determination method and the coefficient of variation method to determine the weight of the urban resilience assessment index. Furthermore, Beijing, Shanghai, and Tianjin were selected to verify the feasibility and accuracy of the resilience assessment results based on the nighttime light data. Finally, the epidemic situation was dynamically monitored and verified with population migration data. The results show that urban comprehensive resilience of mainland China is shown in the distribution pattern of higher resilience in the middle east and south and lower resilience in the northwest and northeast. Moreover, the average light intensity index is inversely proportional to the number of newly confirmed and treated cases of COVID-19 in the local area. This study provides a scientific reference to improve the comprehensive resilience of cities to achieve the goals of sustainable development (SDGs 11): make cities and human settlements resilient and sustainable. |
format | Online Article Text |
id | pubmed-10284457 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102844572023-06-22 Nighttime light perspective in urban resilience assessment and spatiotemporal impact of COVID-19 from January to June 2022 in mainland China Liu, Yaohui Liu, Wenyi Zhang, Xinyu Lin, Yu Zheng, Guoqiang Zhao, Zhan Cheng, Hao Gross, Lutz Li, Xiaoli Wei, Benyong Su, Fei Urban Clim Article The outbreak of the coronavirus disease 2019 (COVID-19) epidemic has resulted in large threats and damage to society and the economy. In this study, we evaluate and verify the comprehensive resilience and spatiotemporal impact of the COVID-19 epidemic from January to June 2022 in mainland China based on multisource data. First, we adopt a combination of the mandatory determination method and the coefficient of variation method to determine the weight of the urban resilience assessment index. Furthermore, Beijing, Shanghai, and Tianjin were selected to verify the feasibility and accuracy of the resilience assessment results based on the nighttime light data. Finally, the epidemic situation was dynamically monitored and verified with population migration data. The results show that urban comprehensive resilience of mainland China is shown in the distribution pattern of higher resilience in the middle east and south and lower resilience in the northwest and northeast. Moreover, the average light intensity index is inversely proportional to the number of newly confirmed and treated cases of COVID-19 in the local area. This study provides a scientific reference to improve the comprehensive resilience of cities to achieve the goals of sustainable development (SDGs 11): make cities and human settlements resilient and sustainable. Elsevier B.V. 2023-06-21 /pmc/articles/PMC10284457/ /pubmed/37362004 http://dx.doi.org/10.1016/j.uclim.2023.101591 Text en © 2023 Elsevier B.V. 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 Liu, Yaohui Liu, Wenyi Zhang, Xinyu Lin, Yu Zheng, Guoqiang Zhao, Zhan Cheng, Hao Gross, Lutz Li, Xiaoli Wei, Benyong Su, Fei Nighttime light perspective in urban resilience assessment and spatiotemporal impact of COVID-19 from January to June 2022 in mainland China |
title | Nighttime light perspective in urban resilience assessment and spatiotemporal impact of COVID-19 from January to June 2022 in mainland China |
title_full | Nighttime light perspective in urban resilience assessment and spatiotemporal impact of COVID-19 from January to June 2022 in mainland China |
title_fullStr | Nighttime light perspective in urban resilience assessment and spatiotemporal impact of COVID-19 from January to June 2022 in mainland China |
title_full_unstemmed | Nighttime light perspective in urban resilience assessment and spatiotemporal impact of COVID-19 from January to June 2022 in mainland China |
title_short | Nighttime light perspective in urban resilience assessment and spatiotemporal impact of COVID-19 from January to June 2022 in mainland China |
title_sort | nighttime light perspective in urban resilience assessment and spatiotemporal impact of covid-19 from january to june 2022 in mainland china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10284457/ https://www.ncbi.nlm.nih.gov/pubmed/37362004 http://dx.doi.org/10.1016/j.uclim.2023.101591 |
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