Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland

Background: The current coronavirus disease 2019 (COVID-19) is spreading globally at an accelerated rate. There is some previous evidence that weather may influence the incidence of COVID-19 infection. We assessed the role of meteorological factors including temperature (T) and relative humidity (RH...

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Published in:Frontiers in Public Health
Main Authors: Heibati, Behzad, Wang, Wenge, Ryti, Niilo R. I., Dominici, Francesca, Ducatman, Alan, Zhang, Zhijie, Jaakkola, Jouni J. K.
Format: Text
Language:English
Published: Frontiers Media S.A. 2021
Subjects:
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Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7946816/
https://doi.org/10.3389/fpubh.2020.605128
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spelling ftpubmed:oai:pubmedcentral.nih.gov:7946816 2023-05-15T15:00:31+02:00 Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland Heibati, Behzad Wang, Wenge Ryti, Niilo R. I. Dominici, Francesca Ducatman, Alan Zhang, Zhijie Jaakkola, Jouni J. K. 2021-02-25 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7946816/ https://doi.org/10.3389/fpubh.2020.605128 en eng Frontiers Media S.A. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7946816/ http://dx.doi.org/10.3389/fpubh.2020.605128 Copyright © 2021 Heibati, Wang, Ryti, Dominici, Ducatman, Zhang and Jaakkola. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. CC-BY Front Public Health Public Health Text 2021 ftpubmed https://doi.org/10.3389/fpubh.2020.605128 2021-03-14T02:06:40Z Background: The current coronavirus disease 2019 (COVID-19) is spreading globally at an accelerated rate. There is some previous evidence that weather may influence the incidence of COVID-19 infection. We assessed the role of meteorological factors including temperature (T) and relative humidity (RH) considering the concentrations of two air pollutants, inhalable coarse particles (PM(10)) and nitrogen dioxide (NO(2)) in the incidence of COVID-19 infections in Finland, located in arctic-subarctic climatic zone. Methods: We retrieved daily counts of COVID-19 in Finland from Jan 1 to May 31, 2020, nationwide and separately for all 21 hospital districts across the country. The meteorological and air quality data were from the monitoring stations nearest to the central district hospital. A quasi-Poisson generalized additional model (GAM) was fitted to estimate the associations between district-specific meteorological factors and the daily counts of COVID-19 during the study period. Sensitivity analyses were conducted to test the robustness of the results. Results: The incidence rate of COVID-19 gradually increased until a peak around April 6 and then decreased. There were no associations between daily temperature and incidence rate of COVID-19. Daily average RH was negatively associated with daily incidence rate of COVID-19 in two hospital districts located inland. No such association was found nationwide. Conclusions: Weather conditions, such as air temperature and relative humidity, were not related to the COVID-19 incidence during the first wave in the arctic and subarctic winter and spring. The inference is based on a relatively small number of cases and a restricted time period. Text Arctic Subarctic PubMed Central (PMC) Arctic Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) Frontiers in Public Health 8
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Public Health
spellingShingle Public Health
Heibati, Behzad
Wang, Wenge
Ryti, Niilo R. I.
Dominici, Francesca
Ducatman, Alan
Zhang, Zhijie
Jaakkola, Jouni J. K.
Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland
topic_facet Public Health
description Background: The current coronavirus disease 2019 (COVID-19) is spreading globally at an accelerated rate. There is some previous evidence that weather may influence the incidence of COVID-19 infection. We assessed the role of meteorological factors including temperature (T) and relative humidity (RH) considering the concentrations of two air pollutants, inhalable coarse particles (PM(10)) and nitrogen dioxide (NO(2)) in the incidence of COVID-19 infections in Finland, located in arctic-subarctic climatic zone. Methods: We retrieved daily counts of COVID-19 in Finland from Jan 1 to May 31, 2020, nationwide and separately for all 21 hospital districts across the country. The meteorological and air quality data were from the monitoring stations nearest to the central district hospital. A quasi-Poisson generalized additional model (GAM) was fitted to estimate the associations between district-specific meteorological factors and the daily counts of COVID-19 during the study period. Sensitivity analyses were conducted to test the robustness of the results. Results: The incidence rate of COVID-19 gradually increased until a peak around April 6 and then decreased. There were no associations between daily temperature and incidence rate of COVID-19. Daily average RH was negatively associated with daily incidence rate of COVID-19 in two hospital districts located inland. No such association was found nationwide. Conclusions: Weather conditions, such as air temperature and relative humidity, were not related to the COVID-19 incidence during the first wave in the arctic and subarctic winter and spring. The inference is based on a relatively small number of cases and a restricted time period.
format Text
author Heibati, Behzad
Wang, Wenge
Ryti, Niilo R. I.
Dominici, Francesca
Ducatman, Alan
Zhang, Zhijie
Jaakkola, Jouni J. K.
author_facet Heibati, Behzad
Wang, Wenge
Ryti, Niilo R. I.
Dominici, Francesca
Ducatman, Alan
Zhang, Zhijie
Jaakkola, Jouni J. K.
author_sort Heibati, Behzad
title Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland
title_short Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland
title_full Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland
title_fullStr Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland
title_full_unstemmed Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland
title_sort weather conditions and covid-19 incidence in a cold climate: a time-series study in finland
publisher Frontiers Media S.A.
publishDate 2021
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7946816/
https://doi.org/10.3389/fpubh.2020.605128
long_lat ENVELOPE(-57.955,-57.955,-61.923,-61.923)
geographic Arctic
Gam
geographic_facet Arctic
Gam
genre Arctic
Subarctic
genre_facet Arctic
Subarctic
op_source Front Public Health
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7946816/
http://dx.doi.org/10.3389/fpubh.2020.605128
op_rights Copyright © 2021 Heibati, Wang, Ryti, Dominici, Ducatman, Zhang and Jaakkola.
http://creativecommons.org/licenses/by/4.0/
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
op_rightsnorm CC-BY
op_doi https://doi.org/10.3389/fpubh.2020.605128
container_title Frontiers in Public Health
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