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Lorenz C, Libonati R, Belém LBC, Oliveira A, Chiaravalloti RM, Nunes AV, Batista EKL, Fernandes GW, Chiaravalloti-Neto F, Damasceno-Junior GA, Berlinck CN, Roque FO. Wildfire and smoke association with COVID-19 cases in the Pantanal wetland, Brazil. Public Health 2023; 225:311-319. [PMID: 37972494 DOI: 10.1016/j.puhe.2023.10.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 10/04/2023] [Accepted: 10/13/2023] [Indexed: 11/19/2023]
Abstract
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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Affiliation(s)
- C Lorenz
- Instituto de Estudos Avançados, Universidade de São Paulo, R. do Anfiteatro, 513 - Butantã, São Paulo/SP, 05508-060, São Paulo, Brazil.
| | - R Libonati
- Departamento de Meteorologia, Universidade Federal Do Rio de Janeiro, Cidade Universitária, Av. Athos da Silveira Ramos, 274, Ilha do Fundão, 21941-916, Rio de Janeiro, Brazil
| | - L B C Belém
- Departamento de Meteorologia, Universidade Federal Do Rio de Janeiro, Cidade Universitária, Av. Athos da Silveira Ramos, 274, Ilha do Fundão, 21941-916, Rio de Janeiro, Brazil
| | - A Oliveira
- Departamento de Meteorologia, Universidade Federal Do Rio de Janeiro, Cidade Universitária, Av. Athos da Silveira Ramos, 274, Ilha do Fundão, 21941-916, Rio de Janeiro, Brazil
| | - R M Chiaravalloti
- University College London, Anthropology Department, 14 Taviton Street, WC1H 0BW, London, United Kingdom
| | - A V Nunes
- Instituto de Biociências, Universidade Federal de Mato Grosso do Sul, Cidade Universitária, Av. Costa e Silva - Pioneiros, MS, 79070-900, Campo Grande, Brazil
| | - E K L Batista
- National Research Center for Carnivores Conservation, Chico Mendes Institute for the Conservation of Biodiversity, Estrada Municipal Hisaichi Takebayashi 8600, Atibaia, 12952-011, São Paulo, Brazil
| | - G W Fernandes
- Evolutionary Ecology & Biodiversity (DGEE ICB) Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627 - Pampulha, Belo Horizonte, 31270-901, Minas Gerais, Brazil
| | - F Chiaravalloti-Neto
- Departamento de Epidemiologia, Faculdade de Saúde Pública da Universidade de São Paulo, Av. Dr. Arnaldo 715, 01246-904, São Paulo/SP, Brazil
| | - G A Damasceno-Junior
- Laboratório de Botânica/Laboratório de Ecologia Vegetal, Universidade Federal de Mato Grosso do Sul, Cidade Universitária, Av. Costa e Silva - Pioneiros, MS, 79070-900, Campo Grande, Brazil
| | - C N Berlinck
- National Research Center for Carnivores Conservation, Chico Mendes Institute for the Conservation of Biodiversity, Estrada Municipal Hisaichi Takebayashi 8600, Atibaia, 12952-011, São Paulo, Brazil
| | - F O Roque
- Instituto de Biociências, Universidade Federal de Mato Grosso do Sul, Cidade Universitária, Av. Costa e Silva - Pioneiros, MS, 79070-900, Campo Grande, Brazil; Centre for Tropical Environmental and Sustainability Science and College of Science and Engineering, James Cook University, 1 James Cook Dr, Douglas, Cairns, 4811, Queensland, Australia
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