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Updated: Jul 11, 2025

Quantification and Whole Genome Characterization of SARS-CoV-2 RNA in Wastewater and Air Samples
Published on: June 30, 2023
Wildfire and smoke association with COVID-19 cases in the Pantanal wetland, Brazil
C Lorenz1, R Libonati2, L B C Belém2
1Instituto de Estudos Avançados, Universidade de São Paulo, R. do Anfiteatro, 513 - Butantã, São Paulo/SP, 05508-060, São Paulo, Brazil.
Objectives:
In 2020, Brazil experienced two concurrent public health challenges related to respiratory disease: wildfires and increased mortality due to the coronavirus (COVID-19) pandemic. Smoke from these wildfires contributed to a variety of air pollutants, including fine particulate matter (PM2.5). The present study aims to investigate the effects of environmental and socio-economic factors on COVID-19 hospitalisation in the Pantanal.
Study Design:
Ecological retrospective study.
Methods:
We applied a multilevel negative binomial model to relate monthly hospitalisation data with environmental variables.
Results:
We showed that monthly PM2.5 concentration levels had the greatest influence on the increase in hospitalisations by COVID-19 in the elderly (23 % increase). The Gini index, a coefficient that reflects income inequalities, also had a positive association with COVID-19 hospitalisations (18 % increase). Higher temperatures and humidity were protective factors, showing a 15 % and 14 % decrease in hospitalisations, respectively. The results of the present study suggest that high PM2.5 exposure contributed to the increase in COVID-19 hospitalisations, as did the social inequalities of each municipality.
Conclusions:
The present study highlights the importance of gathering evidence supported by multiple information sources to guide decision-making and identify populations needing better public health systems.
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