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The influence of meteorological factors on COVID-19 spread in Italy during the first and second wave

The relation between meteorological factors and COVID-19 spread remains uncertain, particularly with regard to the role of temperature, relative humidity and solar ultraviolet (UV) radiation. To assess this relation, we investigated disease spread within Italy during 2020. The pandemic had a large a...

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Autores principales: Balboni, Erica, Filippini, Tommaso, Rothman, Kenneth J., Costanzini, Sofia, Bellino, Stefania, Pezzotti, Patrizio, Brusaferro, Silvio, Ferrari, Fabrizio, Orsini, Nicola, Teggi, Sergio, Vinceti, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10069087/
https://www.ncbi.nlm.nih.gov/pubmed/37019296
http://dx.doi.org/10.1016/j.envres.2023.115796
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author Balboni, Erica
Filippini, Tommaso
Rothman, Kenneth J.
Costanzini, Sofia
Bellino, Stefania
Pezzotti, Patrizio
Brusaferro, Silvio
Ferrari, Fabrizio
Orsini, Nicola
Teggi, Sergio
Vinceti, Marco
author_facet Balboni, Erica
Filippini, Tommaso
Rothman, Kenneth J.
Costanzini, Sofia
Bellino, Stefania
Pezzotti, Patrizio
Brusaferro, Silvio
Ferrari, Fabrizio
Orsini, Nicola
Teggi, Sergio
Vinceti, Marco
author_sort Balboni, Erica
collection PubMed
description The relation between meteorological factors and COVID-19 spread remains uncertain, particularly with regard to the role of temperature, relative humidity and solar ultraviolet (UV) radiation. To assess this relation, we investigated disease spread within Italy during 2020. The pandemic had a large and early impact in Italy, and during 2020 the effects of vaccination and viral variants had not yet complicated the dynamics. We used non-linear, spline-based Poisson regression of modeled temperature, UV and relative humidity, adjusting for mobility patterns and additional confounders, to estimate daily rates of COVID-19 new cases, hospital and intensive care unit admissions, and deaths during the two waves of the pandemic in Italy during 2020. We found little association between relative humidity and COVID-19 endpoints in both waves, whereas UV radiation above 40 kJ/m(2) showed a weak inverse association with hospital and ICU admissions in the first wave, and a stronger relation with all COVID-19 endpoints in the second wave. Temperature above 283 K (10 °C/50 °F) showed a strong non-linear negative relation with COVID-19 endpoints, with inconsistent relations below this cutpoint in the two waves. Given the biological plausibility of a relation between temperature and COVID-19, these data add support to the proposition that temperature above 283 K, and possibly high levels of solar UV radiation, reduced COVID-19 spread.
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spelling pubmed-100690872023-04-03 The influence of meteorological factors on COVID-19 spread in Italy during the first and second wave Balboni, Erica Filippini, Tommaso Rothman, Kenneth J. Costanzini, Sofia Bellino, Stefania Pezzotti, Patrizio Brusaferro, Silvio Ferrari, Fabrizio Orsini, Nicola Teggi, Sergio Vinceti, Marco Environ Res Article The relation between meteorological factors and COVID-19 spread remains uncertain, particularly with regard to the role of temperature, relative humidity and solar ultraviolet (UV) radiation. To assess this relation, we investigated disease spread within Italy during 2020. The pandemic had a large and early impact in Italy, and during 2020 the effects of vaccination and viral variants had not yet complicated the dynamics. We used non-linear, spline-based Poisson regression of modeled temperature, UV and relative humidity, adjusting for mobility patterns and additional confounders, to estimate daily rates of COVID-19 new cases, hospital and intensive care unit admissions, and deaths during the two waves of the pandemic in Italy during 2020. We found little association between relative humidity and COVID-19 endpoints in both waves, whereas UV radiation above 40 kJ/m(2) showed a weak inverse association with hospital and ICU admissions in the first wave, and a stronger relation with all COVID-19 endpoints in the second wave. Temperature above 283 K (10 °C/50 °F) showed a strong non-linear negative relation with COVID-19 endpoints, with inconsistent relations below this cutpoint in the two waves. Given the biological plausibility of a relation between temperature and COVID-19, these data add support to the proposition that temperature above 283 K, and possibly high levels of solar UV radiation, reduced COVID-19 spread. Elsevier Inc. 2023-07-01 2023-04-03 /pmc/articles/PMC10069087/ /pubmed/37019296 http://dx.doi.org/10.1016/j.envres.2023.115796 Text en © 2023 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
Balboni, Erica
Filippini, Tommaso
Rothman, Kenneth J.
Costanzini, Sofia
Bellino, Stefania
Pezzotti, Patrizio
Brusaferro, Silvio
Ferrari, Fabrizio
Orsini, Nicola
Teggi, Sergio
Vinceti, Marco
The influence of meteorological factors on COVID-19 spread in Italy during the first and second wave
title The influence of meteorological factors on COVID-19 spread in Italy during the first and second wave
title_full The influence of meteorological factors on COVID-19 spread in Italy during the first and second wave
title_fullStr The influence of meteorological factors on COVID-19 spread in Italy during the first and second wave
title_full_unstemmed The influence of meteorological factors on COVID-19 spread in Italy during the first and second wave
title_short The influence of meteorological factors on COVID-19 spread in Italy during the first and second wave
title_sort influence of meteorological factors on covid-19 spread in italy during the first and second wave
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10069087/
https://www.ncbi.nlm.nih.gov/pubmed/37019296
http://dx.doi.org/10.1016/j.envres.2023.115796
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