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Association between climatic variables and COVID-19 pandemic in National Capital Territory of Delhi, India

Globally, since the end of December 2019, coronavirus disease (COVID-19) has been recognized as a severe infectious disease. Therefore, this study has been attempted to examine the linkage between climatic variables and COVID-19 particularly in National Capital Territory of Delhi (NCT of Delhi), Ind...

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Autores principales: Singh, Omvir, Bhardwaj, Pankaj, Kumar, Dinesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7538367/
https://www.ncbi.nlm.nih.gov/pubmed/33041646
http://dx.doi.org/10.1007/s10668-020-01003-6
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author Singh, Omvir
Bhardwaj, Pankaj
Kumar, Dinesh
author_facet Singh, Omvir
Bhardwaj, Pankaj
Kumar, Dinesh
author_sort Singh, Omvir
collection PubMed
description Globally, since the end of December 2019, coronavirus disease (COVID-19) has been recognized as a severe infectious disease. Therefore, this study has been attempted to examine the linkage between climatic variables and COVID-19 particularly in National Capital Territory of Delhi (NCT of Delhi), India. For this, daily data of COVID-19 has been used for the period March 14 to June 11, 2020, (90 days). Eight climatic variables such as maximum, minimum and mean temperature (°C), relative humidity (%), bright sunshine hours, wind speed (km/h), evaporation (mm), and rainfall (mm) have been analyzed in relation to COVID-19. To study the relationship among different climatic variables and COVID-19 spread, Karl Pearson’s correlation analysis has been performed. The Mann–Kendall method and Sen’s slope estimator have been used to detect the direction and magnitude of COVID-19 trends, respectively. The results have shown that out of eight selected climatic variables, six variables, viz. maximum temperature, minimum temperature, mean temperature, relative humidity, evaporation, and wind speed are positively associated with coronavirus disease cases (statistically significant at 95 and 99% confidence levels). No association of coronavirus disease has been found with bright sunshine hours and rainfall. Besides, COVID-19 cases and deaths have shown increasing trends, significant at 99% confidence level. The results of this study suggest that climatic conditions in NCT of Delhi are favorable for COVID-19 and the disease may spread further with the increasing temperature, relative humidity, evaporation and wind speed. This is the only study which has presented the analysis of COVID-19 spread in relation to several climatic variables for the most densely populated and rapidly growing city of India. Thus, considering the results obtained, effective policies and actions are necessary especially by identifying the areas where the spread rate is increasing rapidly in this megacity. The prevention and protection measures should be adopted aiming at to reduce the further transmission of disease in the city.
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spelling pubmed-75383672020-10-07 Association between climatic variables and COVID-19 pandemic in National Capital Territory of Delhi, India Singh, Omvir Bhardwaj, Pankaj Kumar, Dinesh Environ Dev Sustain Case Study Globally, since the end of December 2019, coronavirus disease (COVID-19) has been recognized as a severe infectious disease. Therefore, this study has been attempted to examine the linkage between climatic variables and COVID-19 particularly in National Capital Territory of Delhi (NCT of Delhi), India. For this, daily data of COVID-19 has been used for the period March 14 to June 11, 2020, (90 days). Eight climatic variables such as maximum, minimum and mean temperature (°C), relative humidity (%), bright sunshine hours, wind speed (km/h), evaporation (mm), and rainfall (mm) have been analyzed in relation to COVID-19. To study the relationship among different climatic variables and COVID-19 spread, Karl Pearson’s correlation analysis has been performed. The Mann–Kendall method and Sen’s slope estimator have been used to detect the direction and magnitude of COVID-19 trends, respectively. The results have shown that out of eight selected climatic variables, six variables, viz. maximum temperature, minimum temperature, mean temperature, relative humidity, evaporation, and wind speed are positively associated with coronavirus disease cases (statistically significant at 95 and 99% confidence levels). No association of coronavirus disease has been found with bright sunshine hours and rainfall. Besides, COVID-19 cases and deaths have shown increasing trends, significant at 99% confidence level. The results of this study suggest that climatic conditions in NCT of Delhi are favorable for COVID-19 and the disease may spread further with the increasing temperature, relative humidity, evaporation and wind speed. This is the only study which has presented the analysis of COVID-19 spread in relation to several climatic variables for the most densely populated and rapidly growing city of India. Thus, considering the results obtained, effective policies and actions are necessary especially by identifying the areas where the spread rate is increasing rapidly in this megacity. The prevention and protection measures should be adopted aiming at to reduce the further transmission of disease in the city. Springer Netherlands 2020-10-07 2021 /pmc/articles/PMC7538367/ /pubmed/33041646 http://dx.doi.org/10.1007/s10668-020-01003-6 Text en © Springer Nature B.V. 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Case Study
Singh, Omvir
Bhardwaj, Pankaj
Kumar, Dinesh
Association between climatic variables and COVID-19 pandemic in National Capital Territory of Delhi, India
title Association between climatic variables and COVID-19 pandemic in National Capital Territory of Delhi, India
title_full Association between climatic variables and COVID-19 pandemic in National Capital Territory of Delhi, India
title_fullStr Association between climatic variables and COVID-19 pandemic in National Capital Territory of Delhi, India
title_full_unstemmed Association between climatic variables and COVID-19 pandemic in National Capital Territory of Delhi, India
title_short Association between climatic variables and COVID-19 pandemic in National Capital Territory of Delhi, India
title_sort association between climatic variables and covid-19 pandemic in national capital territory of delhi, india
topic Case Study
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7538367/
https://www.ncbi.nlm.nih.gov/pubmed/33041646
http://dx.doi.org/10.1007/s10668-020-01003-6
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