The relationship between (sub)tropical climates and the incidence of COVID-19

This work explores (non)linear associations between relative humidity and temperature and the incidence of COVID-19 among 27 Brazilian state capital cities in (sub)tropical climates, measured daily from summer through winter. Previous works analyses have shown that SARS-CoV-2, the virus that causes...

Full description

Bibliographic Details
Main Authors: David Prata, Waldecy Rodrigues, Paulo Henrique De Souza Bermejo, Marina Moreira, Wainesten Camargo, Marcelo Lisboa, Geovane Rossone Reis, Humberto Xavier de Araujo
Format: Article
Language:English
Published: PeerJ Inc. 2021-02-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/10655.pdf
id doaj-89e3e416627146b3bc47e598cef9f6ee
record_format Article
spelling doaj-89e3e416627146b3bc47e598cef9f6ee2021-02-07T15:05:07ZengPeerJ Inc.PeerJ2167-83592021-02-019e1065510.7717/peerj.10655The relationship between (sub)tropical climates and the incidence of COVID-19David Prata0Waldecy Rodrigues1Paulo Henrique De Souza Bermejo2Marina Moreira3Wainesten Camargo4Marcelo Lisboa5Geovane Rossone Reis6Humberto Xavier de Araujo7Institute of Regional Development, Graduate Program of Computational Modelling, Federal University of Tocantins, Palmas, BrazilInstitute of Regional Development, Graduate Program of Computational Modelling, Federal University of Tocantins, Palmas, BrazilResearch and Development Center for Public Sector Excellence and Transformation (NExT) of the Department of Administration, Federal University of Brasilia, BrazilResearch and Development Center for Public Sector Excellence and Transformation (NExT) of the Department of Administration, Federal University of Brasilia, BrazilInstitute of Regional Development, Graduate Program of Computational Modelling, Federal University of Tocantins, Palmas, BrazilInstitute of Regional Development, Graduate Program of Computational Modelling, Federal University of Tocantins, Palmas, BrazilInstitute of Regional Development, Graduate Program of Computational Modelling, Federal University of Tocantins, Palmas, BrazilInstitute of Regional Development, Graduate Program of Computational Modelling, Federal University of Tocantins, Palmas, BrazilThis work explores (non)linear associations between relative humidity and temperature and the incidence of COVID-19 among 27 Brazilian state capital cities in (sub)tropical climates, measured daily from summer through winter. Previous works analyses have shown that SARS-CoV-2, the virus that causes COVID-19, finds stability by striking a certain balance between relative humidity and temperature, which indicates the possibility of surface contact transmission. The question remains whether seasonal changes associated with climatic fluctuations might actively influence virus survival. Correlations between climatic variables and infectivity rates of SARS-CoV-2 were applied by the use of a Generalized Additive Model (GAM) and the Locally Estimated Scatterplot Smoothing LOESS nonparametric model. Tropical climates allow for more frequent outdoor human interaction, making such areas ideal for studies on the natural transmission of the virus. Outcomes revealed an inverse relationship between subtropical and tropical climates for the spread of the novel coronavirus and temperature, suggesting a sensitivity behavior to climates zones. Each 1 °C rise of the daily temperature mean correlated with a −11.76% (t = −5.71, p < 0.0001) decrease and a 5.66% (t = 5.68, p < 0.0001) increase in the incidence of COVID-19 for subtropical and tropical climates, respectively.https://peerj.com/articles/10655.pdfTropical temperature and humidityCOVID-19BrazilGeneralized Additive ModelTransmission
collection DOAJ
language English
format Article
sources DOAJ
author David Prata
Waldecy Rodrigues
Paulo Henrique De Souza Bermejo
Marina Moreira
Wainesten Camargo
Marcelo Lisboa
Geovane Rossone Reis
Humberto Xavier de Araujo
spellingShingle David Prata
Waldecy Rodrigues
Paulo Henrique De Souza Bermejo
Marina Moreira
Wainesten Camargo
Marcelo Lisboa
Geovane Rossone Reis
Humberto Xavier de Araujo
The relationship between (sub)tropical climates and the incidence of COVID-19
PeerJ
Tropical temperature and humidity
COVID-19
Brazil
Generalized Additive Model
Transmission
author_facet David Prata
Waldecy Rodrigues
Paulo Henrique De Souza Bermejo
Marina Moreira
Wainesten Camargo
Marcelo Lisboa
Geovane Rossone Reis
Humberto Xavier de Araujo
author_sort David Prata
title The relationship between (sub)tropical climates and the incidence of COVID-19
title_short The relationship between (sub)tropical climates and the incidence of COVID-19
title_full The relationship between (sub)tropical climates and the incidence of COVID-19
title_fullStr The relationship between (sub)tropical climates and the incidence of COVID-19
title_full_unstemmed The relationship between (sub)tropical climates and the incidence of COVID-19
title_sort relationship between (sub)tropical climates and the incidence of covid-19
publisher PeerJ Inc.
series PeerJ
issn 2167-8359
publishDate 2021-02-01
description This work explores (non)linear associations between relative humidity and temperature and the incidence of COVID-19 among 27 Brazilian state capital cities in (sub)tropical climates, measured daily from summer through winter. Previous works analyses have shown that SARS-CoV-2, the virus that causes COVID-19, finds stability by striking a certain balance between relative humidity and temperature, which indicates the possibility of surface contact transmission. The question remains whether seasonal changes associated with climatic fluctuations might actively influence virus survival. Correlations between climatic variables and infectivity rates of SARS-CoV-2 were applied by the use of a Generalized Additive Model (GAM) and the Locally Estimated Scatterplot Smoothing LOESS nonparametric model. Tropical climates allow for more frequent outdoor human interaction, making such areas ideal for studies on the natural transmission of the virus. Outcomes revealed an inverse relationship between subtropical and tropical climates for the spread of the novel coronavirus and temperature, suggesting a sensitivity behavior to climates zones. Each 1 °C rise of the daily temperature mean correlated with a −11.76% (t = −5.71, p < 0.0001) decrease and a 5.66% (t = 5.68, p < 0.0001) increase in the incidence of COVID-19 for subtropical and tropical climates, respectively.
topic Tropical temperature and humidity
COVID-19
Brazil
Generalized Additive Model
Transmission
url https://peerj.com/articles/10655.pdf
work_keys_str_mv AT davidprata therelationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT waldecyrodrigues therelationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT paulohenriquedesouzabermejo therelationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT marinamoreira therelationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT wainestencamargo therelationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT marcelolisboa therelationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT geovanerossonereis therelationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT humbertoxavierdearaujo therelationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT davidprata relationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT waldecyrodrigues relationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT paulohenriquedesouzabermejo relationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT marinamoreira relationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT wainestencamargo relationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT marcelolisboa relationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT geovanerossonereis relationshipbetweensubtropicalclimatesandtheincidenceofcovid19
AT humbertoxavierdearaujo relationshipbetweensubtropicalclimatesandtheincidenceofcovid19
_version_ 1724280544267599872