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Effects of air pollution and climatology on COVID-19 mortality in Spain
The health, economic, and social impact of COVID-19 has been significant across the world. Our objective was to evaluate the association between air pollution (through NO(2) and PM(2.5) levels) and COVID-19 mortality in Spanish provinces from February 3, 2020, to July 14, 2020, adjusting for climati...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8310774/ https://www.ncbi.nlm.nih.gov/pubmed/34335996 http://dx.doi.org/10.1007/s11869-021-01062-2 |
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author | Sanchez-Piedra, Carlos Cruz-Cruz, Copytzy Gamiño-Arroyo, Ana-Estela Prado-Galbarro, Francisco-Javier |
author_facet | Sanchez-Piedra, Carlos Cruz-Cruz, Copytzy Gamiño-Arroyo, Ana-Estela Prado-Galbarro, Francisco-Javier |
author_sort | Sanchez-Piedra, Carlos |
collection | PubMed |
description | The health, economic, and social impact of COVID-19 has been significant across the world. Our objective was to evaluate the association between air pollution (through NO(2) and PM(2.5) levels) and COVID-19 mortality in Spanish provinces from February 3, 2020, to July 14, 2020, adjusting for climatic parameters. An observational and ecological study was conducted with information extracted from Datadista repository (Datadista, 2020). Air pollutants (NO(2) and PM(2.5) levels) were analyzed as potential determinants of COVID-19 mortality. Multilevel Poisson regression models were used to analyze the risk of mortality after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Models were adjusted by four climatic variables (hours of solar radiation, precipitation, daily temperature and wind speed) and population size. The mean levels of PM(2.5) and NO(2) across all provinces and time in Spain were 8.7 μg/m(3) (SD 9.7) and 8.7 μg/m(3) (SD 6.2), respectively. High levels of PM(2.5) (IRR = 1.016, 95% CI: 1.007–1.026), NO(2) (IRR = 1.066, 95% CI: 1.058–1.075) and precipitation (IRR(NO2) = 0.989, 95% CI: 0.981–0.997) were positively associated with COVID-19 mortality, whereas temperature (IRR(PM2.5) = 0.988, 95% CI: 0.976–1.000; and IRR(NO2) = 0.771, 95% CI: 0.761–0.782, respectively) and wind speed (IRR(NO2) = 1.095, 95% CI: 1.061–1.131) were negatively associated with COVID-19 mortality. Air pollution can be a key factor to understand the mortality rate for COVID-19 in Spain. Furthermore, climatic variables could be influencing COVID-19 progression. Thus, air pollution and climatology ought to be taken into consideration in order to control the pandemic. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11869-021-01062-2. |
format | Online Article Text |
id | pubmed-8310774 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-83107742021-07-26 Effects of air pollution and climatology on COVID-19 mortality in Spain Sanchez-Piedra, Carlos Cruz-Cruz, Copytzy Gamiño-Arroyo, Ana-Estela Prado-Galbarro, Francisco-Javier Air Qual Atmos Health Article The health, economic, and social impact of COVID-19 has been significant across the world. Our objective was to evaluate the association between air pollution (through NO(2) and PM(2.5) levels) and COVID-19 mortality in Spanish provinces from February 3, 2020, to July 14, 2020, adjusting for climatic parameters. An observational and ecological study was conducted with information extracted from Datadista repository (Datadista, 2020). Air pollutants (NO(2) and PM(2.5) levels) were analyzed as potential determinants of COVID-19 mortality. Multilevel Poisson regression models were used to analyze the risk of mortality after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Models were adjusted by four climatic variables (hours of solar radiation, precipitation, daily temperature and wind speed) and population size. The mean levels of PM(2.5) and NO(2) across all provinces and time in Spain were 8.7 μg/m(3) (SD 9.7) and 8.7 μg/m(3) (SD 6.2), respectively. High levels of PM(2.5) (IRR = 1.016, 95% CI: 1.007–1.026), NO(2) (IRR = 1.066, 95% CI: 1.058–1.075) and precipitation (IRR(NO2) = 0.989, 95% CI: 0.981–0.997) were positively associated with COVID-19 mortality, whereas temperature (IRR(PM2.5) = 0.988, 95% CI: 0.976–1.000; and IRR(NO2) = 0.771, 95% CI: 0.761–0.782, respectively) and wind speed (IRR(NO2) = 1.095, 95% CI: 1.061–1.131) were negatively associated with COVID-19 mortality. Air pollution can be a key factor to understand the mortality rate for COVID-19 in Spain. Furthermore, climatic variables could be influencing COVID-19 progression. Thus, air pollution and climatology ought to be taken into consideration in order to control the pandemic. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11869-021-01062-2. Springer Netherlands 2021-07-26 2021 /pmc/articles/PMC8310774/ /pubmed/34335996 http://dx.doi.org/10.1007/s11869-021-01062-2 Text en © The Author(s), under exclusive licence to Springer Nature B.V. 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Sanchez-Piedra, Carlos Cruz-Cruz, Copytzy Gamiño-Arroyo, Ana-Estela Prado-Galbarro, Francisco-Javier Effects of air pollution and climatology on COVID-19 mortality in Spain |
title | Effects of air pollution and climatology on COVID-19 mortality in Spain |
title_full | Effects of air pollution and climatology on COVID-19 mortality in Spain |
title_fullStr | Effects of air pollution and climatology on COVID-19 mortality in Spain |
title_full_unstemmed | Effects of air pollution and climatology on COVID-19 mortality in Spain |
title_short | Effects of air pollution and climatology on COVID-19 mortality in Spain |
title_sort | effects of air pollution and climatology on covid-19 mortality in spain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8310774/ https://www.ncbi.nlm.nih.gov/pubmed/34335996 http://dx.doi.org/10.1007/s11869-021-01062-2 |
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