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Impact of Meteorological Conditions on the Dynamics of the COVID-19 Pandemic in Poland
Coronavirus disease 2019 (COVID-19) is an infectious disease caused by the novel coronavirus. The role of environmental factors in COVID-19 transmission is unclear. This study aimed to analyze the correlation between meteorological conditions (temperature, relative humidity, sunshine duration, wind...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8070474/ https://www.ncbi.nlm.nih.gov/pubmed/33918658 http://dx.doi.org/10.3390/ijerph18083951 |
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author | Bochenek, Bogdan Jankowski, Mateusz Gruszczynska, Marta Nykiel, Grzegorz Gruszczynski, Maciej Jaczewski, Adam Ziemianski, Michal Pyrc, Robert Figurski, Mariusz Pinkas, Jarosław |
author_facet | Bochenek, Bogdan Jankowski, Mateusz Gruszczynska, Marta Nykiel, Grzegorz Gruszczynski, Maciej Jaczewski, Adam Ziemianski, Michal Pyrc, Robert Figurski, Mariusz Pinkas, Jarosław |
author_sort | Bochenek, Bogdan |
collection | PubMed |
description | Coronavirus disease 2019 (COVID-19) is an infectious disease caused by the novel coronavirus. The role of environmental factors in COVID-19 transmission is unclear. This study aimed to analyze the correlation between meteorological conditions (temperature, relative humidity, sunshine duration, wind speed) and dynamics of the COVID-19 pandemic in Poland. Data on a daily number of laboratory-confirmed COVID-19 cases and the number of COVID-19-related deaths were gatheredfrom the official governmental website. Meteorological observations from 55 synoptic stations in Poland were used. Moreover, reports on the movement of people across different categories of places were collected. A cross-correlation function, principal component analysis and random forest were applied. Maximum temperature, sunshine duration, relative humidity and variability of mean daily temperature affected the dynamics of the COVID-19 pandemic. An increase intemperature and sunshine hours decreased the number of confirmed COVID-19 cases. The occurrence of high humidity caused an increase in the number of COVID-19 cases 14 days later. Decreased sunshine duration and increased air humidity had a negative impact on the number of COVID-19-related deaths. Our study provides information that may be used by policymakers to support the decision-making process in nonpharmaceutical interventions against COVID-19. |
format | Online Article Text |
id | pubmed-8070474 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80704742021-04-26 Impact of Meteorological Conditions on the Dynamics of the COVID-19 Pandemic in Poland Bochenek, Bogdan Jankowski, Mateusz Gruszczynska, Marta Nykiel, Grzegorz Gruszczynski, Maciej Jaczewski, Adam Ziemianski, Michal Pyrc, Robert Figurski, Mariusz Pinkas, Jarosław Int J Environ Res Public Health Article Coronavirus disease 2019 (COVID-19) is an infectious disease caused by the novel coronavirus. The role of environmental factors in COVID-19 transmission is unclear. This study aimed to analyze the correlation between meteorological conditions (temperature, relative humidity, sunshine duration, wind speed) and dynamics of the COVID-19 pandemic in Poland. Data on a daily number of laboratory-confirmed COVID-19 cases and the number of COVID-19-related deaths were gatheredfrom the official governmental website. Meteorological observations from 55 synoptic stations in Poland were used. Moreover, reports on the movement of people across different categories of places were collected. A cross-correlation function, principal component analysis and random forest were applied. Maximum temperature, sunshine duration, relative humidity and variability of mean daily temperature affected the dynamics of the COVID-19 pandemic. An increase intemperature and sunshine hours decreased the number of confirmed COVID-19 cases. The occurrence of high humidity caused an increase in the number of COVID-19 cases 14 days later. Decreased sunshine duration and increased air humidity had a negative impact on the number of COVID-19-related deaths. Our study provides information that may be used by policymakers to support the decision-making process in nonpharmaceutical interventions against COVID-19. MDPI 2021-04-09 /pmc/articles/PMC8070474/ /pubmed/33918658 http://dx.doi.org/10.3390/ijerph18083951 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bochenek, Bogdan Jankowski, Mateusz Gruszczynska, Marta Nykiel, Grzegorz Gruszczynski, Maciej Jaczewski, Adam Ziemianski, Michal Pyrc, Robert Figurski, Mariusz Pinkas, Jarosław Impact of Meteorological Conditions on the Dynamics of the COVID-19 Pandemic in Poland |
title | Impact of Meteorological Conditions on the Dynamics of the COVID-19 Pandemic in Poland |
title_full | Impact of Meteorological Conditions on the Dynamics of the COVID-19 Pandemic in Poland |
title_fullStr | Impact of Meteorological Conditions on the Dynamics of the COVID-19 Pandemic in Poland |
title_full_unstemmed | Impact of Meteorological Conditions on the Dynamics of the COVID-19 Pandemic in Poland |
title_short | Impact of Meteorological Conditions on the Dynamics of the COVID-19 Pandemic in Poland |
title_sort | impact of meteorological conditions on the dynamics of the covid-19 pandemic in poland |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8070474/ https://www.ncbi.nlm.nih.gov/pubmed/33918658 http://dx.doi.org/10.3390/ijerph18083951 |
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