Relationship between temperature and relative humidity on initial spread of COVID-19 cases and related deaths in Brazil.

INTRODUCTION Climate conditions may influence the transmission of COVID-19. Thus, the aim of this study was to evaluate the impact of temperature and relative humidity on COVID-19 cases and related deaths during the initial phase of the epidemic in Brazil. METHODOLOGY An ecological study based on secondary data was conducted. Daily data on new COVID-19 cases, deaths, and climate indicators were collected from February 20 to April 18, 2020 (n = 59 days) for all state capital cities in Brazil and the Federal District (Brasília). The climate indicators included mean temperature, temperature amplitude, mean relative humidity, relative humidity amplitude, and percentage of days with mean relative humidity ≤ 65 %. Correlation and multiple linear regression analyses were performed for all cities and stratified by quintiles of the COVID-19 incidence rate. RESULTS The mean daily temperature was positively correlated with the number of days until the first COVID-19 case was reported. A lower mean relative humidity was correlated with a lower number of cases and deaths in Brazil, especially when the relative humidity was ≤ 65 %. Higher temperatures and humidity amplitudes were correlated with lower COVID-19 mortality. Additionally, after controlling for humidity, cumulative cases of COVID-19 were inversely associated with temperature in cities with mean temperatures less than 25.8 °C. CONCLUSIONS Variations in temperature and humidity across the Brazilian territory may have influenced the spread of the novel coronavirus during the initial phase of the epidemic.

[1]  C. Ouzounis,et al.  A Strong Seasonality Pattern for Covid-19 Incidence Rates Modulated by UV Radiation Levels , 2021, Viruses.

[2]  W. Waqar,et al.  Impact of environmental factors on COVID-19 cases and mortalities in major cities of Pakistan , 2021, Journal of Biosafety and Biosecurity.

[3]  Mi-Kyung Lee,et al.  The impact of environmental variables on the spread of COVID-19 in the Republic of Korea , 2021, Scientific Reports.

[4]  Yongmei Ding,et al.  Non-linear link between temperature difference and COVID-19: Excluding the effect of population density. , 2021, Journal of infection in developing countries.

[5]  F. Sera,et al.  Influence of temperature, and of relative and absolute humidity on COVID-19 incidence in England - A multi-city time-series study , 2021, Environmental Research.

[6]  A. Hofmeister,et al.  Possible Roles of Permafrost Melting, Atmospheric Transport, and Solar Irradiance in the Development of Major Coronavirus and Influenza Pandemics , 2021, International journal of environmental research and public health.

[7]  Yong-guan Zhu,et al.  Meteorological impact on the COVID-19 pandemic: A study across eight severely affected regions in South America , 2020, Science of The Total Environment.

[8]  P. C. Bernardes,et al.  Relationship between COVID-19 and weather: Case study in a tropical country , 2020, International Journal of Hygiene and Environmental Health.

[9]  J. Hazarika,et al.  Projections for COVID-19 pandemic in India and effect of temperature and humidity , 2020, Diabetes & Metabolic Syndrome: Clinical Research & Reviews.

[10]  Jianping Huang,et al.  Optimal temperature zone for the dispersal of COVID-19 , 2020, Science of The Total Environment.

[11]  Gerald Holtmann,et al.  Low ambient temperatures are associated with more rapid spread of COVID-19 in the early phase of the endemic , 2020, Environmental Research.

[12]  S. H. Hashmi,et al.  Asymmetric nexus between temperature and COVID-19 in the top ten affected provinces of China: A current application of quantile-on-quantile approach , 2020, Science of The Total Environment.

[13]  Jue Liu,et al.  Effects of temperature and humidity on the daily new cases and new deaths of COVID-19 in 166 countries , 2020, Science of The Total Environment.

[14]  F. Cássaro,et al.  Evidence that high temperatures and intermediate relative humidity might favor the spread of COVID-19 in tropical climate: A case study for the most affected Brazilian cities , 2020, Science of The Total Environment.

[15]  Marcos Felipe Falcão Sobral,et al.  Association between climate variables and global transmission oF SARS-CoV-2 , 2020, Science of The Total Environment.

[16]  David N. Prata,et al.  Temperature significantly changes COVID-19 transmission in (sub)tropical cities of Brazil , 2020, Science of The Total Environment.

[17]  M. Şahin,et al.  Impact of weather on COVID-19 pandemic in Turkey , 2020, Science of The Total Environment.

[18]  Muhammad Farhan Bashir,et al.  Correlation between climate indicators and COVID-19 pandemic in New York, USA , 2020, Science of The Total Environment.

[19]  A. Tobías,et al.  Is temperature reducing the transmission of COVID-19 ? , 2020, Environmental Research.

[20]  Yanjun Shi,et al.  Impact of meteorological factors on the COVID-19 transmission: A multi-city study in China , 2020, Science of The Total Environment.

[21]  Michael Triplett Evidence that higher temperatures are associated with lower incidence of COVID-19 in pandemic state, cumulative cases reported up to March 27, 2020 , 2020, medRxiv.

[22]  Ramadhan Tosepu,et al.  Correlation between weather and Covid-19 pandemic in Jakarta, Indonesia , 2020, Science of The Total Environment.

[23]  Yongjian Zhu,et al.  Association between ambient temperature and COVID-19 infection in 122 cities from China , 2020, Science of The Total Environment.

[24]  M. Ward,et al.  COVID-19 transmission in Mainland China is associated with temperature and humidity: A time-series analysis , 2020, Science of The Total Environment.

[25]  S. Fu,et al.  Effects of temperature variation and humidity on the death of COVID-19 in Wuhan, China , 2020, Science of The Total Environment.

[26]  Yinqiao Dong,et al.  The impact of temperature and absolute humidity on the coronavirus disease 2019 (COVID-19) outbreak - evidence from China , 2020, medRxiv.

[27]  F. Tian,et al.  Roles of meteorological conditions in COVID-19 transmission on a worldwide scale , 2020, medRxiv.

[28]  Q. Bukhari,et al.  Will Coronavirus Pandemic Diminish by Summer? , 2020 .

[29]  K. Mandl,et al.  The Role of Environmental Factors on Transmission Rates of the COVID-19 Outbreak: An Initial Assessment in Two Spatial Scales. , 2020, SSRN.

[30]  A. M. Leontovich,et al.  The species Severe acute respiratory syndrome-related coronavirus: classifying 2019-nCoV and naming it SARS-CoV-2 , 2020, Nature Microbiology.

[31]  Alfonso J. Rodriguez-Morales,et al.  COVID-19 in Latin America: The implications of the first confirmed case in Brazil , 2020, Travel Medicine and Infectious Disease.

[32]  L. Luo,et al.  Temperature significant change COVID-19 Transmission in 429 cities , 2020, medRxiv.

[33]  Hui Xiao,et al.  Analysis of meteorological conditions and prediction of epidemic trend of 2019-nCoV infection in 2020 , 2020, medRxiv.

[34]  Epidemiology: Beyond the Basics, 4th Edition. , 2020, Medicine and science in sports and exercise.

[35]  J. Stape,et al.  Köppen's climate classification map for Brazil , 2013 .

[36]  M. Sobsey,et al.  Effects of Air Temperature and Relative Humidity on Coronavirus Survival on Surfaces , 2010, Applied and Environmental Microbiology.

[37]  T. Sterling,et al.  Indirect health effects of relative humidity in indoor environments. , 1986, Environmental health perspectives.

[38]  L. P. Garcia,et al.  How Brazil can hold back COVID-19. , 2020, Epidemiologia e servicos de saude : revista do Sistema Unico de Saude do Brasil.