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Association between coronavirus cases and seasonal climatic variables in Mediterranean European Region, evidence by panel data regression

The coronavirus pandemic is one of the most fast-spreading diseases in the history, and the transmission of this virus has crossed rapidly over the whole world. In this study, we intend to detect the effect of temperature, precipitation, and wind speed on the Coronavirus infected cases throughout cl...

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Autor principal: Alsayed, A. R. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513551/
https://www.ncbi.nlm.nih.gov/pubmed/34659425
http://dx.doi.org/10.1007/s13762-021-03698-0
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author Alsayed, A. R. M.
author_facet Alsayed, A. R. M.
author_sort Alsayed, A. R. M.
collection PubMed
description The coronavirus pandemic is one of the most fast-spreading diseases in the history, and the transmission of this virus has crossed rapidly over the whole world. In this study, we intend to detect the effect of temperature, precipitation, and wind speed on the Coronavirus infected cases throughout climate seasons for the whole year of epidemic starting from February 20, 2020 to February 19, 2021 with considering data patterns of each season separately; winter, spring, summer, autumn, in Mediterranean European regions, whereas those are located at the similar temperature zone in southern Europe. We apply the panel data approach by considering the developed robust estimation of clustered standard error which leads to achieving high forecasting accuracy. The main finding supports that temperature and wind speed have significant influence in reducing the Coronavirus cases at the beginning of this epidemic particularly in the first-winter, spring, and early summer, but they have very weak effects in the autumn and second-winter. Therefore, it is important to take into account the changes throughout seasons, and to consider other indirect factors which influence the virus transmission. This finding could lead to significant contributions to policymakers in European Union and European Commission Environment to limit the Coronavirus transmissions. As the Mediterranean region becomes more crowded for tourism purposes particularly in the summer season.
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spelling pubmed-85135512021-10-13 Association between coronavirus cases and seasonal climatic variables in Mediterranean European Region, evidence by panel data regression Alsayed, A. R. M. Int J Environ Sci Technol (Tehran) Original Paper The coronavirus pandemic is one of the most fast-spreading diseases in the history, and the transmission of this virus has crossed rapidly over the whole world. In this study, we intend to detect the effect of temperature, precipitation, and wind speed on the Coronavirus infected cases throughout climate seasons for the whole year of epidemic starting from February 20, 2020 to February 19, 2021 with considering data patterns of each season separately; winter, spring, summer, autumn, in Mediterranean European regions, whereas those are located at the similar temperature zone in southern Europe. We apply the panel data approach by considering the developed robust estimation of clustered standard error which leads to achieving high forecasting accuracy. The main finding supports that temperature and wind speed have significant influence in reducing the Coronavirus cases at the beginning of this epidemic particularly in the first-winter, spring, and early summer, but they have very weak effects in the autumn and second-winter. Therefore, it is important to take into account the changes throughout seasons, and to consider other indirect factors which influence the virus transmission. This finding could lead to significant contributions to policymakers in European Union and European Commission Environment to limit the Coronavirus transmissions. As the Mediterranean region becomes more crowded for tourism purposes particularly in the summer season. Springer Berlin Heidelberg 2021-10-13 2022 /pmc/articles/PMC8513551/ /pubmed/34659425 http://dx.doi.org/10.1007/s13762-021-03698-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Paper
Alsayed, A. R. M.
Association between coronavirus cases and seasonal climatic variables in Mediterranean European Region, evidence by panel data regression
title Association between coronavirus cases and seasonal climatic variables in Mediterranean European Region, evidence by panel data regression
title_full Association between coronavirus cases and seasonal climatic variables in Mediterranean European Region, evidence by panel data regression
title_fullStr Association between coronavirus cases and seasonal climatic variables in Mediterranean European Region, evidence by panel data regression
title_full_unstemmed Association between coronavirus cases and seasonal climatic variables in Mediterranean European Region, evidence by panel data regression
title_short Association between coronavirus cases and seasonal climatic variables in Mediterranean European Region, evidence by panel data regression
title_sort association between coronavirus cases and seasonal climatic variables in mediterranean european region, evidence by panel data regression
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513551/
https://www.ncbi.nlm.nih.gov/pubmed/34659425
http://dx.doi.org/10.1007/s13762-021-03698-0
work_keys_str_mv AT alsayedarm associationbetweencoronaviruscasesandseasonalclimaticvariablesinmediterraneaneuropeanregionevidencebypaneldataregression