A systematic review and meta-analysis on correlation of weather with COVID-19

Abstract This study presents a systematic review and meta-analysis over the findings of significance of correlations between weather parameters (temperature, humidity, rainfall, ultra violet radiation, wind speed) and COVID-19. The meta-analysis was performed by using ‘meta’ package in R studio. We...

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Main Authors: Poulami Majumder, Partha Pratim Ray
Format: Article
Language:English
Published: Nature Publishing Group 2021-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-90300-9
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spelling doaj-978bfa5a0cd846c881fe9c424247dd752021-05-30T11:37:28ZengNature Publishing GroupScientific Reports2045-23222021-05-0111111010.1038/s41598-021-90300-9A systematic review and meta-analysis on correlation of weather with COVID-19Poulami Majumder0Partha Pratim Ray1Department of Biotechnology, Maulana Abul Kalam Azad University of TechnologyDepartment of Computer Applications, Sikkim UniversityAbstract This study presents a systematic review and meta-analysis over the findings of significance of correlations between weather parameters (temperature, humidity, rainfall, ultra violet radiation, wind speed) and COVID-19. The meta-analysis was performed by using ‘meta’ package in R studio. We found significant correlation between temperature (0.11 [95% CI 0.01–0.22], 0.22 [95% CI, 0.16–0.28] for fixed effect death rate and incidence, respectively), humidity (0.14 [95% CI 0.07–0.20] for fixed effect incidence) and wind speed (0.58 [95% CI 0.49–0.66] for fixed effect incidence) with the death rate and incidence of COVID-19 (p < 0.01). The study included 11 articles that carried extensive research work on more than 110 country-wise data set. Thus, we can show that weather can be considered as an important element regarding the correlation with COVID-19.https://doi.org/10.1038/s41598-021-90300-9
collection DOAJ
language English
format Article
sources DOAJ
author Poulami Majumder
Partha Pratim Ray
spellingShingle Poulami Majumder
Partha Pratim Ray
A systematic review and meta-analysis on correlation of weather with COVID-19
Scientific Reports
author_facet Poulami Majumder
Partha Pratim Ray
author_sort Poulami Majumder
title A systematic review and meta-analysis on correlation of weather with COVID-19
title_short A systematic review and meta-analysis on correlation of weather with COVID-19
title_full A systematic review and meta-analysis on correlation of weather with COVID-19
title_fullStr A systematic review and meta-analysis on correlation of weather with COVID-19
title_full_unstemmed A systematic review and meta-analysis on correlation of weather with COVID-19
title_sort systematic review and meta-analysis on correlation of weather with covid-19
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-05-01
description Abstract This study presents a systematic review and meta-analysis over the findings of significance of correlations between weather parameters (temperature, humidity, rainfall, ultra violet radiation, wind speed) and COVID-19. The meta-analysis was performed by using ‘meta’ package in R studio. We found significant correlation between temperature (0.11 [95% CI 0.01–0.22], 0.22 [95% CI, 0.16–0.28] for fixed effect death rate and incidence, respectively), humidity (0.14 [95% CI 0.07–0.20] for fixed effect incidence) and wind speed (0.58 [95% CI 0.49–0.66] for fixed effect incidence) with the death rate and incidence of COVID-19 (p < 0.01). The study included 11 articles that carried extensive research work on more than 110 country-wise data set. Thus, we can show that weather can be considered as an important element regarding the correlation with COVID-19.
url https://doi.org/10.1038/s41598-021-90300-9
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