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Influence of temperature, and of relative and absolute humidity on COVID-19 incidence in England - A multi-city time-series study
BACKGROUND: SARS-CoV-2 caused the COVID-19 pandemic in 2020. The virus is likely to show seasonal dynamics in European climates as other respiratory viruses and coronaviruses do. Analysing the association with meteorological factors might be helpful to anticipate how cases will develop with changing...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7935674/ https://www.ncbi.nlm.nih.gov/pubmed/33684415 http://dx.doi.org/10.1016/j.envres.2021.110977 |
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author | Nottmeyer, Luise N. Sera, Francesco |
author_facet | Nottmeyer, Luise N. Sera, Francesco |
author_sort | Nottmeyer, Luise N. |
collection | PubMed |
description | BACKGROUND: SARS-CoV-2 caused the COVID-19 pandemic in 2020. The virus is likely to show seasonal dynamics in European climates as other respiratory viruses and coronaviruses do. Analysing the association with meteorological factors might be helpful to anticipate how cases will develop with changing seasons. METHODS: Routinely measured ambient daily mean temperature, absolute humidity, and relative humidity were the explanatory variables of this analysis. Test-positive COVID-19 cases represented the outcome variable. The analysis included 54 English cities. A two-stage meta-regression was conducted. At the first stage, we used a quasi-Poisson generalized linear model including distributed lag non-linear elements. Thereby, we investigate the explanatory variables’ non-linear effects as well as the non-linear effects across lags. RESULTS: This study found a non-linear association of COVID-19 cases with temperature. At 11.9°C there was 1.62-times (95%-CI: 1.44; 1.81) the risk of cases compared to the temperature-level with the smallest risk (21.8°C). Absolute humidity exhibited a 1.61-times (95%-CI: 1.41; 1.83) elevated risk at 6.6 g/m(3) compared to the centering at 15.1 g/m(3). When adjusting for temperature RH shows a 1.41-fold increase in risk of COVID-19 incidence (95%-CI: 1.09; 1.81) at 60.7% in respect to 87.6%. CONCLUSION: The analysis suggests that in England meteorological variables likely influence COVID-19 case development. These results reinforce the importance of non-pharmaceutical interventions (e.g., social distancing and mask use) during all seasons, especially with cold and dry weather conditions. |
format | Online Article Text |
id | pubmed-7935674 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79356742021-03-08 Influence of temperature, and of relative and absolute humidity on COVID-19 incidence in England - A multi-city time-series study Nottmeyer, Luise N. Sera, Francesco Environ Res Article BACKGROUND: SARS-CoV-2 caused the COVID-19 pandemic in 2020. The virus is likely to show seasonal dynamics in European climates as other respiratory viruses and coronaviruses do. Analysing the association with meteorological factors might be helpful to anticipate how cases will develop with changing seasons. METHODS: Routinely measured ambient daily mean temperature, absolute humidity, and relative humidity were the explanatory variables of this analysis. Test-positive COVID-19 cases represented the outcome variable. The analysis included 54 English cities. A two-stage meta-regression was conducted. At the first stage, we used a quasi-Poisson generalized linear model including distributed lag non-linear elements. Thereby, we investigate the explanatory variables’ non-linear effects as well as the non-linear effects across lags. RESULTS: This study found a non-linear association of COVID-19 cases with temperature. At 11.9°C there was 1.62-times (95%-CI: 1.44; 1.81) the risk of cases compared to the temperature-level with the smallest risk (21.8°C). Absolute humidity exhibited a 1.61-times (95%-CI: 1.41; 1.83) elevated risk at 6.6 g/m(3) compared to the centering at 15.1 g/m(3). When adjusting for temperature RH shows a 1.41-fold increase in risk of COVID-19 incidence (95%-CI: 1.09; 1.81) at 60.7% in respect to 87.6%. CONCLUSION: The analysis suggests that in England meteorological variables likely influence COVID-19 case development. These results reinforce the importance of non-pharmaceutical interventions (e.g., social distancing and mask use) during all seasons, especially with cold and dry weather conditions. Elsevier Inc. 2021-05 2021-03-06 /pmc/articles/PMC7935674/ /pubmed/33684415 http://dx.doi.org/10.1016/j.envres.2021.110977 Text en © 2021 Elsevier Inc. 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 Nottmeyer, Luise N. Sera, Francesco Influence of temperature, and of relative and absolute humidity on COVID-19 incidence in England - A multi-city time-series study |
title | Influence of temperature, and of relative and absolute humidity on COVID-19 incidence in England - A multi-city time-series study |
title_full | Influence of temperature, and of relative and absolute humidity on COVID-19 incidence in England - A multi-city time-series study |
title_fullStr | Influence of temperature, and of relative and absolute humidity on COVID-19 incidence in England - A multi-city time-series study |
title_full_unstemmed | Influence of temperature, and of relative and absolute humidity on COVID-19 incidence in England - A multi-city time-series study |
title_short | Influence of temperature, and of relative and absolute humidity on COVID-19 incidence in England - A multi-city time-series study |
title_sort | influence of temperature, and of relative and absolute humidity on covid-19 incidence in england - a multi-city time-series study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7935674/ https://www.ncbi.nlm.nih.gov/pubmed/33684415 http://dx.doi.org/10.1016/j.envres.2021.110977 |
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