Climatic variables and reported cases of dengue in the city of Uberaba, Minas Gerais, Brazil

Detalhes bibliográficos
Autor(a) principal: Almeida, Fabrício Pelizer
Data de Publicação: 2018
Outros Autores: Ribeiro, Flávia Alice Borges Soares
Tipo de documento: Artigo
Idioma: por
Título da fonte: Revista Verde de Agroecologia e Desenvolvimento Sustentavel
Texto Completo: https://www.gvaa.com.br/revista/index.php/RVADS/article/view/6217
Resumo: The dynamics of the climatic elements of a given region, intervenes in the socio-environmental relations constituted, including the aspects of environmental health, prevalence of vectors transmitting diseases and the local epidemiological scenario. The objective of this study was to describe the capacity of impulse-response transmission between the historical records of climatic variables and the data of reported cases of dengue fever in the city of Uberaba, Minas Gerais, using a vector autoregressive (VAR) model. Monthly average climatic secondary data and reported cases of dengue were tabulated from January 2009 to December 2016 for the municipality. An autoregressive vector (VAR) model of the logarithmic historical series was developed, obtaining response graphs in the number of reported cases of dengue (dependent variable) due to the impulses in the climatic components (independent variables). The results showed that the 1% increase in temperature corresponds to a 0.45% increase in the number of dengue cases in the following month, reducing the effect from the 3rd month. The increase in precipitation impacts up to 0.15% in the reported cases of dengue in the following month, while the increase in the relative air humidity index negatively impacts the dependent variable. The historical series of reported cases of dengue is dependent on impulses from the variable itself (68%) and about 20% of the variations in average monthly temperature. Given the adaptability of disease vectors to climatic variations, municipal epidemiological control strategies should include the planning, monitoring and management of local climatic indicators due to socio-environmental vulnerability.
id GVAA-1_6e3958dc02fdb4d5472509c57a28aa11
oai_identifier_str oai:ojs.gvaa.com.br:article/6217
network_acronym_str GVAA-1
network_name_str Revista Verde de Agroecologia e Desenvolvimento Sustentavel
repository_id_str
spelling Climatic variables and reported cases of dengue in the city of Uberaba, Minas Gerais, BrazilVariáveis climáticas e casos notificados de dengue no município de Uberaba, Minas GeraisEnvironmental modelingHistorical seriesEnvironmental health.Modelagem ambientalSéries históricasSaúde ambiental.The dynamics of the climatic elements of a given region, intervenes in the socio-environmental relations constituted, including the aspects of environmental health, prevalence of vectors transmitting diseases and the local epidemiological scenario. The objective of this study was to describe the capacity of impulse-response transmission between the historical records of climatic variables and the data of reported cases of dengue fever in the city of Uberaba, Minas Gerais, using a vector autoregressive (VAR) model. Monthly average climatic secondary data and reported cases of dengue were tabulated from January 2009 to December 2016 for the municipality. An autoregressive vector (VAR) model of the logarithmic historical series was developed, obtaining response graphs in the number of reported cases of dengue (dependent variable) due to the impulses in the climatic components (independent variables). The results showed that the 1% increase in temperature corresponds to a 0.45% increase in the number of dengue cases in the following month, reducing the effect from the 3rd month. The increase in precipitation impacts up to 0.15% in the reported cases of dengue in the following month, while the increase in the relative air humidity index negatively impacts the dependent variable. The historical series of reported cases of dengue is dependent on impulses from the variable itself (68%) and about 20% of the variations in average monthly temperature. Given the adaptability of disease vectors to climatic variations, municipal epidemiological control strategies should include the planning, monitoring and management of local climatic indicators due to socio-environmental vulnerability.A dinâmica dos elementos climáticos de uma determinada região, intervém nas relações socioambientais constituídas, inclusive quanto aos aspectos da saúde ambiental, prevalência de vetores transmissores de doenças e o quadro epidemiológico local. Objetivou-se portanto, descrever a capacidade de transmissão impulso-resposta entre os registros históricos de variáveis climáticas e os dados de casos notificados de dengue no município de Uberaba, Minas Gerais, à partir de um modelo de vetores autorregressivos (VAR). Foram tabulados dados secundários climáticos médios mensais e casos notificados de dengue, no período de janeiro de 2009 a dezembro de 2016 para o município. Desenvolveu-se um modelo de vetores autorregressivos (VAR) das séries históricas logaritmizadas, obtendo-se gráficos de resposta no número de casos notificados de dengue (variável dependente) devido aos impulsos nas componentes climáticas (variáveis independentes). Os resultados demonstraram que o aumento de 1% na temperatura, corresponde ao incremento de 0,45% no número de casos de dengue no mês seguinte, reduzindo o efeito a partir do 3º mês. O aumento da precipitação impacta em até 0,15% nos casos notificados de dengue já no mês seguinte, enquanto o aumento nos índices de umidade relativa do ar impacta negativamente a variável dependente. A série histórica de casos notificados de dengue é dependente de impulsos da própria variável (68%) e cerca de 20% das variações na temperatura média mensal. Diante da adaptabilidade dos vetores da doença às variações climáticas, as estratégias municipais de controle epidemiológico devem incluir o planejamento, monitoramento e gestão dos indicadores climáticos locais em função da vulnerabilidade socioambiental.Editora Verde2018-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlapplication/pdfapplication/pdfhttps://www.gvaa.com.br/revista/index.php/RVADS/article/view/621710.18378/rvads.v13i5.6217Revista Verde de Agroecologia e Desenvolvimento Sustentável; Vol. 13 No. 5 (2018): EDIÇÃO ESPECIAL; 644 - 651Revista Verde de Agroecologia e Desenvolvimento Sustentável; Vol. 13 Núm. 5 (2018): EDIÇÃO ESPECIAL; 644 - 651Revista Verde de Agroecologia e Desenvolvimento Sustentável; v. 13 n. 5 (2018): EDIÇÃO ESPECIAL; 644 - 6511981-8203reponame:Revista Verde de Agroecologia e Desenvolvimento Sustentavelinstname:Grupo Verde de Agroecologia e Abelhas (GVAA)instacron:GVAAporhttps://www.gvaa.com.br/revista/index.php/RVADS/article/view/6217/6095https://www.gvaa.com.br/revista/index.php/RVADS/article/view/6217/6096https://www.gvaa.com.br/revista/index.php/RVADS/article/view/6217/9821Copyright (c) 2018 Fabrício Pelizer Almeida and Flávia Alice Borges Soares Ribeiroinfo:eu-repo/semantics/openAccessAlmeida, Fabrício PelizerRibeiro, Flávia Alice Borges Soares2021-06-13T13:13:36Zoai:ojs.gvaa.com.br:article/6217Revistahttps://www.gvaa.com.br/revista/index.php/RVADS/PUBhttps://www.gvaa.com.br/revista/index.php/RVADS/oairvadsgvaa@gmail.com || patriciomaracaja@gmail.com || revistaverde1@gmail.com || suporte@antsoft.com.br1981-82031981-8203opendoar:2024-03-06T12:59:31.515115Revista Verde de Agroecologia e Desenvolvimento Sustentavel - Grupo Verde de Agroecologia e Abelhas (GVAA)false
dc.title.none.fl_str_mv Climatic variables and reported cases of dengue in the city of Uberaba, Minas Gerais, Brazil
Variáveis climáticas e casos notificados de dengue no município de Uberaba, Minas Gerais
title Climatic variables and reported cases of dengue in the city of Uberaba, Minas Gerais, Brazil
spellingShingle Climatic variables and reported cases of dengue in the city of Uberaba, Minas Gerais, Brazil
Almeida, Fabrício Pelizer
Environmental modeling
Historical series
Environmental health.
Modelagem ambiental
Séries históricas
Saúde ambiental.
title_short Climatic variables and reported cases of dengue in the city of Uberaba, Minas Gerais, Brazil
title_full Climatic variables and reported cases of dengue in the city of Uberaba, Minas Gerais, Brazil
title_fullStr Climatic variables and reported cases of dengue in the city of Uberaba, Minas Gerais, Brazil
title_full_unstemmed Climatic variables and reported cases of dengue in the city of Uberaba, Minas Gerais, Brazil
title_sort Climatic variables and reported cases of dengue in the city of Uberaba, Minas Gerais, Brazil
author Almeida, Fabrício Pelizer
author_facet Almeida, Fabrício Pelizer
Ribeiro, Flávia Alice Borges Soares
author_role author
author2 Ribeiro, Flávia Alice Borges Soares
author2_role author
dc.contributor.author.fl_str_mv Almeida, Fabrício Pelizer
Ribeiro, Flávia Alice Borges Soares
dc.subject.por.fl_str_mv Environmental modeling
Historical series
Environmental health.
Modelagem ambiental
Séries históricas
Saúde ambiental.
topic Environmental modeling
Historical series
Environmental health.
Modelagem ambiental
Séries históricas
Saúde ambiental.
description The dynamics of the climatic elements of a given region, intervenes in the socio-environmental relations constituted, including the aspects of environmental health, prevalence of vectors transmitting diseases and the local epidemiological scenario. The objective of this study was to describe the capacity of impulse-response transmission between the historical records of climatic variables and the data of reported cases of dengue fever in the city of Uberaba, Minas Gerais, using a vector autoregressive (VAR) model. Monthly average climatic secondary data and reported cases of dengue were tabulated from January 2009 to December 2016 for the municipality. An autoregressive vector (VAR) model of the logarithmic historical series was developed, obtaining response graphs in the number of reported cases of dengue (dependent variable) due to the impulses in the climatic components (independent variables). The results showed that the 1% increase in temperature corresponds to a 0.45% increase in the number of dengue cases in the following month, reducing the effect from the 3rd month. The increase in precipitation impacts up to 0.15% in the reported cases of dengue in the following month, while the increase in the relative air humidity index negatively impacts the dependent variable. The historical series of reported cases of dengue is dependent on impulses from the variable itself (68%) and about 20% of the variations in average monthly temperature. Given the adaptability of disease vectors to climatic variations, municipal epidemiological control strategies should include the planning, monitoring and management of local climatic indicators due to socio-environmental vulnerability.
publishDate 2018
dc.date.none.fl_str_mv 2018-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.gvaa.com.br/revista/index.php/RVADS/article/view/6217
10.18378/rvads.v13i5.6217
url https://www.gvaa.com.br/revista/index.php/RVADS/article/view/6217
identifier_str_mv 10.18378/rvads.v13i5.6217
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://www.gvaa.com.br/revista/index.php/RVADS/article/view/6217/6095
https://www.gvaa.com.br/revista/index.php/RVADS/article/view/6217/6096
https://www.gvaa.com.br/revista/index.php/RVADS/article/view/6217/9821
dc.rights.driver.fl_str_mv Copyright (c) 2018 Fabrício Pelizer Almeida and Flávia Alice Borges Soares Ribeiro
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2018 Fabrício Pelizer Almeida and Flávia Alice Borges Soares Ribeiro
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Editora Verde
publisher.none.fl_str_mv Editora Verde
dc.source.none.fl_str_mv Revista Verde de Agroecologia e Desenvolvimento Sustentável; Vol. 13 No. 5 (2018): EDIÇÃO ESPECIAL; 644 - 651
Revista Verde de Agroecologia e Desenvolvimento Sustentável; Vol. 13 Núm. 5 (2018): EDIÇÃO ESPECIAL; 644 - 651
Revista Verde de Agroecologia e Desenvolvimento Sustentável; v. 13 n. 5 (2018): EDIÇÃO ESPECIAL; 644 - 651
1981-8203
reponame:Revista Verde de Agroecologia e Desenvolvimento Sustentavel
instname:Grupo Verde de Agroecologia e Abelhas (GVAA)
instacron:GVAA
instname_str Grupo Verde de Agroecologia e Abelhas (GVAA)
instacron_str GVAA
institution GVAA
reponame_str Revista Verde de Agroecologia e Desenvolvimento Sustentavel
collection Revista Verde de Agroecologia e Desenvolvimento Sustentavel
repository.name.fl_str_mv Revista Verde de Agroecologia e Desenvolvimento Sustentavel - Grupo Verde de Agroecologia e Abelhas (GVAA)
repository.mail.fl_str_mv rvadsgvaa@gmail.com || patriciomaracaja@gmail.com || revistaverde1@gmail.com || suporte@antsoft.com.br
_version_ 1798948092079243264