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spelling ftsmithonian:oai:figshare.com:article/14110637 2023-05-15T15:03:38+02:00 Data_Sheet_1_Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland.pdf Behzad Heibati (8673855) Wenge Wang (3968111) Niilo R. I. Ryti (5574842) Francesca Dominici (16403) Alan Ducatman (6735707) Zhijie Zhang (227551) Jouni J. K. Jaakkola (8351190) 2021-02-25T04:16:27Z https://doi.org/10.3389/fpubh.2020.605128.s001 unknown https://figshare.com/articles/dataset/Data_Sheet_1_Weather_Conditions_and_COVID-19_Incidence_in_a_Cold_Climate_A_Time-Series_Study_in_Finland_pdf/14110637 doi:10.3389/fpubh.2020.605128.s001 CC BY 4.0 CC-BY Mental Health Nursing Midwifery Nursing not elsewhere classified Aboriginal and Torres Strait Islander Health Aged Health Care Care for Disabled Community Child Health Environmental and Occupational Health and Safety Epidemiology Family Care Health and Community Services Health Care Administration Health Counselling Health Information Systems (incl. Surveillance) Health Promotion Preventive Medicine Primary Health Care Public Health and Health Services not elsewhere classified Nanotoxicology Health and Safety Medicine Nursing and Health Curriculum and Pedagogy COVID-19 cold climate weather Finland air pollution Dataset 2021 ftsmithonian https://doi.org/10.3389/fpubh.2020.605128.s001 2021-02-26T10:37:40Z 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. Dataset Arctic Subarctic Unknown Arctic Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923)
institution Open Polar
collection Unknown
op_collection_id ftsmithonian
language unknown
topic Mental Health Nursing
Midwifery
Nursing not elsewhere classified
Aboriginal and Torres Strait Islander Health
Aged Health Care
Care for Disabled
Community Child Health
Environmental and Occupational Health and Safety
Epidemiology
Family Care
Health and Community Services
Health Care Administration
Health Counselling
Health Information Systems (incl. Surveillance)
Health Promotion
Preventive Medicine
Primary Health Care
Public Health and Health Services not elsewhere classified
Nanotoxicology
Health and Safety
Medicine
Nursing and Health Curriculum and Pedagogy
COVID-19
cold climate
weather
Finland
air pollution
spellingShingle Mental Health Nursing
Midwifery
Nursing not elsewhere classified
Aboriginal and Torres Strait Islander Health
Aged Health Care
Care for Disabled
Community Child Health
Environmental and Occupational Health and Safety
Epidemiology
Family Care
Health and Community Services
Health Care Administration
Health Counselling
Health Information Systems (incl. Surveillance)
Health Promotion
Preventive Medicine
Primary Health Care
Public Health and Health Services not elsewhere classified
Nanotoxicology
Health and Safety
Medicine
Nursing and Health Curriculum and Pedagogy
COVID-19
cold climate
weather
Finland
air pollution
Behzad Heibati (8673855)
Wenge Wang (3968111)
Niilo R. I. Ryti (5574842)
Francesca Dominici (16403)
Alan Ducatman (6735707)
Zhijie Zhang (227551)
Jouni J. K. Jaakkola (8351190)
Data_Sheet_1_Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland.pdf
topic_facet Mental Health Nursing
Midwifery
Nursing not elsewhere classified
Aboriginal and Torres Strait Islander Health
Aged Health Care
Care for Disabled
Community Child Health
Environmental and Occupational Health and Safety
Epidemiology
Family Care
Health and Community Services
Health Care Administration
Health Counselling
Health Information Systems (incl. Surveillance)
Health Promotion
Preventive Medicine
Primary Health Care
Public Health and Health Services not elsewhere classified
Nanotoxicology
Health and Safety
Medicine
Nursing and Health Curriculum and Pedagogy
COVID-19
cold climate
weather
Finland
air pollution
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 Dataset
author Behzad Heibati (8673855)
Wenge Wang (3968111)
Niilo R. I. Ryti (5574842)
Francesca Dominici (16403)
Alan Ducatman (6735707)
Zhijie Zhang (227551)
Jouni J. K. Jaakkola (8351190)
author_facet Behzad Heibati (8673855)
Wenge Wang (3968111)
Niilo R. I. Ryti (5574842)
Francesca Dominici (16403)
Alan Ducatman (6735707)
Zhijie Zhang (227551)
Jouni J. K. Jaakkola (8351190)
author_sort Behzad Heibati (8673855)
title Data_Sheet_1_Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland.pdf
title_short Data_Sheet_1_Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland.pdf
title_full Data_Sheet_1_Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland.pdf
title_fullStr Data_Sheet_1_Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland.pdf
title_full_unstemmed Data_Sheet_1_Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland.pdf
title_sort data_sheet_1_weather conditions and covid-19 incidence in a cold climate: a time-series study in finland.pdf
publishDate 2021
url https://doi.org/10.3389/fpubh.2020.605128.s001
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_relation https://figshare.com/articles/dataset/Data_Sheet_1_Weather_Conditions_and_COVID-19_Incidence_in_a_Cold_Climate_A_Time-Series_Study_in_Finland_pdf/14110637
doi:10.3389/fpubh.2020.605128.s001
op_rights CC BY 4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.3389/fpubh.2020.605128.s001
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