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Influence of weather factors on the incidence of COVID-19 in Spain
INTRODUCTION: Several studies have analyzed the influence of meteorological and geographical factors on the incidence of COVID-19. Seasonality could be important in the transmission of SARS-CoV-2. This study aims to evaluate the geographical pattern of COVID-19 in Spain and its relationship with dif...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier España, S.L.U.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9425111/ https://www.ncbi.nlm.nih.gov/pubmed/36060101 http://dx.doi.org/10.1016/j.medcle.2021.10.018 |
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author | Valero, Carmen Barba, Raquel Marcos, Daniel Pablo Puente, Nuria Riancho, José Antonio Santurtún, Ana |
author_facet | Valero, Carmen Barba, Raquel Marcos, Daniel Pablo Puente, Nuria Riancho, José Antonio Santurtún, Ana |
author_sort | Valero, Carmen |
collection | PubMed |
description | INTRODUCTION: Several studies have analyzed the influence of meteorological and geographical factors on the incidence of COVID-19. Seasonality could be important in the transmission of SARS-CoV-2. This study aims to evaluate the geographical pattern of COVID-19 in Spain and its relationship with different meteorological variables. METHODS: A provincial ecological study analyzing the influence of meteorological and geographical factors on the cumulative incidence of COVID-19 in the 52 (24 coastal and 28 inland) Spanish provinces during the first three waves was carried out. The cumulative incidence was calculated with data from the National Statistical Institute (INE) and the National Epidemiological Surveillance Network (RENAVE), while the meteorological variables were obtained from the Spanish Meteorological Agency (AEMET). RESULTS: The total cumulative incidence, in all three waves, was lower in the coastal provinces than in the inland ones (566 ± 181 vs. 782 ± 154; P = 2.5 × 10(−5)). The cumulative incidence correlated negatively with mean air temperature (r = −0.49; P = 2.2 × 10(−4)) and rainfall (r = −0.33; P = .01), and positively with altitude (r = 0.56; P = 1.4 × 10(−5)). The Spanish provinces with an average temperature <10 °C had almost twice the cumulative incidence than the provinces with temperatures >16 °C. The mean air temperature and rainfall were associated with the cumulative incidence of COVID-19, regardless of other factors (Beta Coefficient of −0.62; P = 3.7 × 10(−7) and −0.47; P = 4.2 × 10(−5) respectively) CONCLUSIONS: Meteorological and geographical factors could influence the evolution of the pandemic in Spain. Knowledge regarding the seasonality of the virus would help to predict new waves of COVID-19 infections |
format | Online Article Text |
id | pubmed-9425111 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier España, S.L.U. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94251112022-08-30 Influence of weather factors on the incidence of COVID-19 in Spain Valero, Carmen Barba, Raquel Marcos, Daniel Pablo Puente, Nuria Riancho, José Antonio Santurtún, Ana Med Clin (Engl Ed) Original Article INTRODUCTION: Several studies have analyzed the influence of meteorological and geographical factors on the incidence of COVID-19. Seasonality could be important in the transmission of SARS-CoV-2. This study aims to evaluate the geographical pattern of COVID-19 in Spain and its relationship with different meteorological variables. METHODS: A provincial ecological study analyzing the influence of meteorological and geographical factors on the cumulative incidence of COVID-19 in the 52 (24 coastal and 28 inland) Spanish provinces during the first three waves was carried out. The cumulative incidence was calculated with data from the National Statistical Institute (INE) and the National Epidemiological Surveillance Network (RENAVE), while the meteorological variables were obtained from the Spanish Meteorological Agency (AEMET). RESULTS: The total cumulative incidence, in all three waves, was lower in the coastal provinces than in the inland ones (566 ± 181 vs. 782 ± 154; P = 2.5 × 10(−5)). The cumulative incidence correlated negatively with mean air temperature (r = −0.49; P = 2.2 × 10(−4)) and rainfall (r = −0.33; P = .01), and positively with altitude (r = 0.56; P = 1.4 × 10(−5)). The Spanish provinces with an average temperature <10 °C had almost twice the cumulative incidence than the provinces with temperatures >16 °C. The mean air temperature and rainfall were associated with the cumulative incidence of COVID-19, regardless of other factors (Beta Coefficient of −0.62; P = 3.7 × 10(−7) and −0.47; P = 4.2 × 10(−5) respectively) CONCLUSIONS: Meteorological and geographical factors could influence the evolution of the pandemic in Spain. Knowledge regarding the seasonality of the virus would help to predict new waves of COVID-19 infections Elsevier España, S.L.U. 2022-09-23 2022-08-30 /pmc/articles/PMC9425111/ /pubmed/36060101 http://dx.doi.org/10.1016/j.medcle.2021.10.018 Text en © 2021 Elsevier España, S.L.U. 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 | Original Article Valero, Carmen Barba, Raquel Marcos, Daniel Pablo Puente, Nuria Riancho, José Antonio Santurtún, Ana Influence of weather factors on the incidence of COVID-19 in Spain |
title | Influence of weather factors on the incidence of COVID-19 in Spain |
title_full | Influence of weather factors on the incidence of COVID-19 in Spain |
title_fullStr | Influence of weather factors on the incidence of COVID-19 in Spain |
title_full_unstemmed | Influence of weather factors on the incidence of COVID-19 in Spain |
title_short | Influence of weather factors on the incidence of COVID-19 in Spain |
title_sort | influence of weather factors on the incidence of covid-19 in spain |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9425111/ https://www.ncbi.nlm.nih.gov/pubmed/36060101 http://dx.doi.org/10.1016/j.medcle.2021.10.018 |
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