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It is believed that weather conditions such as temperature and humidity have effects on COVID-19 transmission. However, these effects are not clear due to the limited observations and difficulties in separating impact of social distancing. COVID-19 data and social-economic features of 1236 regions in the world (1112 regions at the provincial level and 124 countries with the small land area) were collected. Large-scale satellite data was combined with these data with a regression analysis model to explore the effects of temperature and relative humidity on COVID-19 spreading, as well as the possible transmission risk by seasonal cycles. The result shows that temperature and relative humidity are negatively correlated with COVID-19 transmission throughout the world. Government intervention (e.g. lockdown policies) and lower population movement contributed to decrease the new daily case ratio. Weather conditions are not the decisive factor in COVID-19 transmission, in that government intervention as well as public awareness, could contribute to the mitigation of the spreading of the virus. So, it deserves a dynamic government policy to mitigate COVID-19 transmission in winter.

Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Titel:	The role of weather conditions in COVID-19 transmission: A study of a global panel of 1236 regions.
Autor/in / Beteiligte Person:	Zhang, C ; Liao, H ; Strobl, E ; Li, H ; Li, R ; Jensen, SS ; Zhang, Y
Zeitschrift:	Journal of cleaner production, Jg. 292 (2021-04-10), S. 125987
Veröffentlichung:	<2004-> : Amsterdam : Elsevier Science ; <i>Original Publication</i>: Oxford, UK : Butterworth-Heinemann, Ltd, 1993-, 2021
Medientyp:	academicJournal
ISSN:	0959-6526 (print)
DOI:	10.1016/j.jclepro.2021.125987
Sonstiges:	Nachgewiesen in: MEDLINE Sprachen: English Publication Type: Journal Article Language: English [J Clean Prod] 2021 Apr 10; Vol. 292, pp. 125987. <i>Date of Electronic Publication: </i>2021 Jan 16. References: Science. 2003 Jun 20;300(5627):1966-70. (PMID: 12766207) ; N Engl J Med. 2020 Mar 26;382(13):1199-1207. (PMID: 31995857) ; Sci Total Environ. 2020 Aug 10;729:138997. (PMID: 32353724) ; Sci Total Environ. 2020 Jul 15;726:138605. (PMID: 32302812) ; J R Soc Interface. 2019 Jan 31;16(150):20180298. (PMID: 30958176) ; Annu Rev Virol. 2020 Sep 29;7(1):83-101. (PMID: 32196426) ; Nat Med. 2020 Jun;26(6):855-860. (PMID: 32322102) ; Cell. 2020 May 28;181(5):990-996.e5. (PMID: 32386545) ; Appl Environ Microbiol. 2010 May;76(9):2712-7. (PMID: 20228108) ; Proc Natl Acad Sci U S A. 2009 Mar 3;106(9):3243-8. (PMID: 19204283) ; Sci Total Environ. 2020 Aug 10;729:139051. (PMID: 32361460) ; Lancet Infect Dis. 2020 Oct;20(10):1123. (PMID: 32305069) ; Lancet. 2020 Nov 7;396(10261):1467-1469. (PMID: 32971042) ; Lancet Public Health. 2020 May;5(5):e261-e270. (PMID: 32220655) ; Sci Total Environ. 2020 Nov 10;742:140430. (PMID: 32623158) ; JAMA. 2020 Apr 7;323(13):1239-1242. (PMID: 32091533) ; Sci Total Environ. 2021 Jan 20;753:142272. (PMID: 33207446) ; Science. 2020 May 15;368(6492):713-714. (PMID: 32332062) ; Nature. 2020 Jun;582(7812):389-394. (PMID: 32349120) ; Lancet Infect Dis. 2021 Feb;21(2):e26-e35. (PMID: 33125914) ; Nature. 2020 Aug;584(7820):262-267. (PMID: 32512578) ; Science. 2018 Oct 5;362(6410):75-79. (PMID: 30287659) ; Lancet. 2020 Feb 29;395(10225):689-697. (PMID: 32014114) ; Am J Epidemiol. 2012 Oct 1;176 Suppl 7:S114-22. (PMID: 23035135) ; Proc Natl Acad Sci U S A. 2017 Dec 5;114(49):12970-12975. (PMID: 29109246) ; J Clean Prod. 2021 Jan 20;280:124782. (PMID: 33106734) ; Adv Virol. 2011;2011:734690. (PMID: 22312351) ; Science. 2020 Jul 17;369(6501):315-319. (PMID: 32423996) ; Science. 2020 May 22;368(6493):860-868. (PMID: 32291278) ; Environ Res. 2020 Sep;188:109819. (PMID: 32569870) ; Sci Total Environ. 2020 Oct 15;739:140101. (PMID: 32531684) ; Euro Surveill. 2013 Sep 19;18(38):. (PMID: 24084338) ; Lancet. 2020 Mar 14;395(10227):841-842. (PMID: 32113508) ; Environ Res. 2020 Sep;188:109890. (PMID: 32846654) ; Nat Commun. 2020 May 29;11(1):2800. (PMID: 32472043) ; Lancet. 2020 Mar 14;395(10227):871-877. (PMID: 32087820) ; J Clean Prod. 2020 Oct 20;271:123000. (PMID: 32834564) ; J Clean Prod. 2021 Jan 10;279:123622. (PMID: 32834571) ; Epidemics. 2015 Dec;13:56-64. (PMID: 26616042) ; PLoS Pathog. 2007 Oct 19;3(10):1470-6. (PMID: 17953482) ; Science. 2020 May 1;368(6490):493-497. (PMID: 32213647) ; Sci Total Environ. 2020 Dec 1;746:141347. (PMID: 32755746) Contributed Indexing: Keywords: Covid-19; Government intervention; Subnational data; Transmission; Weather condition Entry Date(s): Date Created: 20210126 Latest Revision: 20221221 Update Code: 20231215 PubMed Central ID: PMC7816859

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The role of weather conditions in COVID-19 transmission: A study of a global panel of 1236 regions.