Does Climate Play Any Role in COVID-19 Spreading?—An Australian Perspective

Compared to other countries, the COVID-19 pandemic did not severely affect Australia as measured by total deaths until mid-2021. Though a substantial number of daily confirmed cases (up to 698) were reported during the second wave, most of them were from the southern state of Victoria. This study ex...

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Main Authors: Joji Abraham, Christopher Turville, Kim Dowling, Singarayer Florentine
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/18/17/9086
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spelling doaj-3a6fad99fac5448a943dd921f1c25ef32021-09-09T13:44:56ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-08-01189086908610.3390/ijerph18179086Does Climate Play Any Role in COVID-19 Spreading?—An Australian PerspectiveJoji Abraham0Christopher Turville1Kim Dowling2Singarayer Florentine3School of Engineering, Information Technology and Physical Sciences, Federation University Australia, Mt Helen Campus, Ballarat, VIC 3353, AustraliaSchool of Engineering, Information Technology and Physical Sciences, Federation University Australia, Mt Helen Campus, Ballarat, VIC 3353, AustraliaSchool of Engineering, Information Technology and Physical Sciences, Federation University Australia, Mt Helen Campus, Ballarat, VIC 3353, AustraliaFuture Regions Research Centre, School of Science, Psychology and Sport, Federation University Australia, Mt Helen Campus, Ballarat, VIC 3353, AustraliaCompared to other countries, the COVID-19 pandemic did not severely affect Australia as measured by total deaths until mid-2021. Though a substantial number of daily confirmed cases (up to 698) were reported during the second wave, most of them were from the southern state of Victoria. This study examined the possible correlations between climate variables and the number of daily confirmed COVID-19 cases in Victoria, Australia, from 25 January to 31 October 2020. Appropriate regression models and cross-correlation diagnostics were used to examine the effect of temperature, rainfall, solar exposure, and ultraviolet index (UVI) with the number of daily confirmed cases. Significant positive associations were identified for solar exposure and maximum and average UVI for confirmed cases one and 19 days later. Negative associations for these variables were found for confirmed cases five days later. Minimum temperature had a significant negative correlation one day later and a positive effect 21 days later. No significant correlation was found for maximum temperature and rainfall. The most significant relationships were found for confirmed cases 19 days after changes in the meteorological variables. A 1% increase in solar exposure, maximum UVI, and average UVI was associated with a 0.31% (95% CI: 0.13 to 0.51), 0.71% (95% CI: 0.43 to 0.98), and 0.63% (95%CI: 0.20 to 1.61) increase 19 days later in the number of confirmed cases, respectively. The implications of these results can be used in the public health management of any possible future events in Australia. It also highlights the significance of considering the climatic variables and seasonality in all kinds of epidemics and pandemics.https://www.mdpi.com/1660-4601/18/17/9086coronavirus diseaseclimate and COVID-19SARS-CoV-2solar radiation and COVID-19ultraviolet indexweather factors and COVID-19
collection DOAJ
language English
format Article
sources DOAJ
author Joji Abraham
Christopher Turville
Kim Dowling
Singarayer Florentine
spellingShingle Joji Abraham
Christopher Turville
Kim Dowling
Singarayer Florentine
Does Climate Play Any Role in COVID-19 Spreading?—An Australian Perspective
International Journal of Environmental Research and Public Health
coronavirus disease
climate and COVID-19
SARS-CoV-2
solar radiation and COVID-19
ultraviolet index
weather factors and COVID-19
author_facet Joji Abraham
Christopher Turville
Kim Dowling
Singarayer Florentine
author_sort Joji Abraham
title Does Climate Play Any Role in COVID-19 Spreading?—An Australian Perspective
title_short Does Climate Play Any Role in COVID-19 Spreading?—An Australian Perspective
title_full Does Climate Play Any Role in COVID-19 Spreading?—An Australian Perspective
title_fullStr Does Climate Play Any Role in COVID-19 Spreading?—An Australian Perspective
title_full_unstemmed Does Climate Play Any Role in COVID-19 Spreading?—An Australian Perspective
title_sort does climate play any role in covid-19 spreading?—an australian perspective
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2021-08-01
description Compared to other countries, the COVID-19 pandemic did not severely affect Australia as measured by total deaths until mid-2021. Though a substantial number of daily confirmed cases (up to 698) were reported during the second wave, most of them were from the southern state of Victoria. This study examined the possible correlations between climate variables and the number of daily confirmed COVID-19 cases in Victoria, Australia, from 25 January to 31 October 2020. Appropriate regression models and cross-correlation diagnostics were used to examine the effect of temperature, rainfall, solar exposure, and ultraviolet index (UVI) with the number of daily confirmed cases. Significant positive associations were identified for solar exposure and maximum and average UVI for confirmed cases one and 19 days later. Negative associations for these variables were found for confirmed cases five days later. Minimum temperature had a significant negative correlation one day later and a positive effect 21 days later. No significant correlation was found for maximum temperature and rainfall. The most significant relationships were found for confirmed cases 19 days after changes in the meteorological variables. A 1% increase in solar exposure, maximum UVI, and average UVI was associated with a 0.31% (95% CI: 0.13 to 0.51), 0.71% (95% CI: 0.43 to 0.98), and 0.63% (95%CI: 0.20 to 1.61) increase 19 days later in the number of confirmed cases, respectively. The implications of these results can be used in the public health management of any possible future events in Australia. It also highlights the significance of considering the climatic variables and seasonality in all kinds of epidemics and pandemics.
topic coronavirus disease
climate and COVID-19
SARS-CoV-2
solar radiation and COVID-19
ultraviolet index
weather factors and COVID-19
url https://www.mdpi.com/1660-4601/18/17/9086
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