Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, Brazil

Detalhes bibliográficos
Autor(a) principal: Bruna Wolfarth-Couto
Data de Publicação: 2019
Outros Autores: Rosimeire Araújo da Silva, Naziano Filizola
Tipo de documento: Artigo
Idioma: eng
por
Título da fonte: Cadernos de Saúde Pública
Texto Completo: https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091
Resumo: Understanding the relations between rainfall and river water levels and malaria cases can provide important clues on modulation of the disease in the context of local climatic variability. In order to demonstrate how these relations can vary in the same endemic space, a coherence and wavelet phase analysis was performed between environmental and epidemiological variables from 2003 to 2010 for 8 municipalities (counties) in the state of Amazonas, Brazil (Barcelos, Borba, Canutama, Carauari, Coari, Eirunepé, Humaitá, and São Gabriel da Cachoeira). The results suggest significant coherences, mainly on the scale of annual variability, but scales of less than 1 year and of 2 years were also found. The analyses show that malaria cases display a peak at approximately 1 and a half months before or after peak rainfall and on average 1-4 months after peak river water levels in most of the municipalities studied. Each environmental variable displayed distinct local behavior in time and in space, suggesting that other local variables (e.g. topography) may control environmental conditions, favoring different patterns in each municipality. However, when the analyses were performed jointly it was possible to show a non-random order in these relations. Although environmental and climatic factors indicate a certain influence on malaria dynamics, surveillance, prevention, and control issues should not be overlooked, meaning that government public health interventions can mask possible relations with local hydrological and climatic conditions.
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spelling Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, BrazilVariabilidade dos casos de malária e sua relação com a precipitação e nível d’água dos rios no Estado do Amazonas, BrasilMalariaAtmospheric PrecipitationHydrologyMaláriaPrecipitação AtmosféricaHidrologiaUnderstanding the relations between rainfall and river water levels and malaria cases can provide important clues on modulation of the disease in the context of local climatic variability. In order to demonstrate how these relations can vary in the same endemic space, a coherence and wavelet phase analysis was performed between environmental and epidemiological variables from 2003 to 2010 for 8 municipalities (counties) in the state of Amazonas, Brazil (Barcelos, Borba, Canutama, Carauari, Coari, Eirunepé, Humaitá, and São Gabriel da Cachoeira). The results suggest significant coherences, mainly on the scale of annual variability, but scales of less than 1 year and of 2 years were also found. The analyses show that malaria cases display a peak at approximately 1 and a half months before or after peak rainfall and on average 1-4 months after peak river water levels in most of the municipalities studied. Each environmental variable displayed distinct local behavior in time and in space, suggesting that other local variables (e.g. topography) may control environmental conditions, favoring different patterns in each municipality. However, when the analyses were performed jointly it was possible to show a non-random order in these relations. Although environmental and climatic factors indicate a certain influence on malaria dynamics, surveillance, prevention, and control issues should not be overlooked, meaning that government public health interventions can mask possible relations with local hydrological and climatic conditions.La comprensión de las relaciones entre las variables de precipitaciones y el nivel de agua de los ríos con los casos de malaria pueden proporcionar indicios importantes sobre la modulación de la enfermedad en el contexto de la variabilidad climática local. Con el fin de demonstrar cómo varían esas relaciones en el mismo espacio endémico, se realizó un análisis de coherencia y fase de ondeletas entre las variables ambientales y epidemiológicas, durante el período de 2003 a 2010, en 8 municipios del estado de Amazonas (Barcelos, Borba, Canutama, Carauari, Coari, Eirunepé, Humaitá y São Gabriel da Cachoeira). Los resultados indican coherencias significativas, principalmente en la escala de variabilidad anual, sin embargo, también se detectaron escalas menores de 1 año y bienal. Los análisis muestran que los casos de malaria presentan un pico con aproximadamente 1 mes y medio antes o después de la pluviosidad más alta, y de media 1-4 meses tras el pico de los ríos para gran parte de los municipios estudiados. Se observó que cada variable ambiental presentó una actuación local distinta en el tiempo y en el espacio, sugiriendo que otras variables locales (la topografía es un ejemplo) puedan controlar las condiciones ambientales, favoreciendo una actuación diferenciada en cada municipio, no obstante, cuando los análisis se realizan en conjunto es posible ver un orden no aleatorio de estas relaciones para que se produzcan. A pesar de que los factores ambientales y climáticos denoten una cierta influencia sobre la dinámica de la malaria, cuestiones de vigilancia, prevención y control no se deben despreciar, lo que significa que las actuaciones gubernamentales de salud pueden enmascarar posibles relaciones con las condiciones hidrológicas y climáticas locales.O entendimento das relações entre as variáveis de precipitação e nível d’água dos rios com os casos de malária podem fornecer indícios importantes da modulação da doença no contexto da variabilidade climática local. No intuito de demonstrar como essas relações variam no mesmo espaço endêmico, realizou-se a análise de coerência e fase de ondeletas entre as variáveis ambientais e epidemiológica no período de 2003 a 2010 para 8 municípios do Estado do Amazonas (Barcelos, Borba, Canutama, Carauari, Coari, Eirunepé, Humaitá e São Gabriel da Cachoeira). Os resultados indicam coerências significativas principalmente na escala de variabilidade anual, contudo, escalas menores que 1 ano e bienal também foram encontradas. As análises mostram que casos de malária apresentam pico com aproximadamente 1 mês e meio antes ou depois dos picos de chuva, e em média 1-4 meses após o pico dos rios para grande parte dos municípios estudados. Foi notado que cada variável ambiental apresentou atuação local distinta no tempo e no espaço, sugerindo que outras variáveis locais (a topografia é um exemplo) possam controlar as condições ambientais favorecendo uma atuação diferenciada em cada município, porém, quando as análises são feitas em conjunto é possível ver uma ordem não aleatória destas relações acontecerem. Embora os fatores ambientais e climáticos denotem certa influência sobre a dinâmica da malária, questões de vigilância, prevenção e controle não devem ser desprezadas, significando que as atuações governamentais de saúde podem mascarar possíveis relações com as condições hidrológicas e climáticas locais.Reports in Public HealthCadernos de Saúde Pública2019-02-11info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmltext/htmlapplication/pdfapplication/pdfhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091Reports in Public Health; Vol. 35 No. 2 (2019): FebruaryCadernos de Saúde Pública; v. 35 n. 2 (2019): Fevereiro1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZengporhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091/15470https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091/15471https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091/15472https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091/15473Bruna Wolfarth-CoutoRosimeire Araújo da SilvaNaziano Filizolainfo:eu-repo/semantics/openAccess2024-03-06T15:29:42Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/7091Revistahttps://cadernos.ensp.fiocruz.br/ojs/index.php/csphttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/oaicadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br1678-44640102-311Xopendoar:2024-03-06T13:08:09.391321Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true
dc.title.none.fl_str_mv Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, Brazil
Variabilidade dos casos de malária e sua relação com a precipitação e nível d’água dos rios no Estado do Amazonas, Brasil
title Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, Brazil
spellingShingle Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, Brazil
Bruna Wolfarth-Couto
Malaria
Atmospheric Precipitation
Hydrology
Malária
Precipitação Atmosférica
Hidrologia
title_short Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, Brazil
title_full Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, Brazil
title_fullStr Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, Brazil
title_full_unstemmed Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, Brazil
title_sort Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, Brazil
author Bruna Wolfarth-Couto
author_facet Bruna Wolfarth-Couto
Rosimeire Araújo da Silva
Naziano Filizola
author_role author
author2 Rosimeire Araújo da Silva
Naziano Filizola
author2_role author
author
dc.contributor.author.fl_str_mv Bruna Wolfarth-Couto
Rosimeire Araújo da Silva
Naziano Filizola
dc.subject.por.fl_str_mv Malaria
Atmospheric Precipitation
Hydrology
Malária
Precipitação Atmosférica
Hidrologia
topic Malaria
Atmospheric Precipitation
Hydrology
Malária
Precipitação Atmosférica
Hidrologia
description Understanding the relations between rainfall and river water levels and malaria cases can provide important clues on modulation of the disease in the context of local climatic variability. In order to demonstrate how these relations can vary in the same endemic space, a coherence and wavelet phase analysis was performed between environmental and epidemiological variables from 2003 to 2010 for 8 municipalities (counties) in the state of Amazonas, Brazil (Barcelos, Borba, Canutama, Carauari, Coari, Eirunepé, Humaitá, and São Gabriel da Cachoeira). The results suggest significant coherences, mainly on the scale of annual variability, but scales of less than 1 year and of 2 years were also found. The analyses show that malaria cases display a peak at approximately 1 and a half months before or after peak rainfall and on average 1-4 months after peak river water levels in most of the municipalities studied. Each environmental variable displayed distinct local behavior in time and in space, suggesting that other local variables (e.g. topography) may control environmental conditions, favoring different patterns in each municipality. However, when the analyses were performed jointly it was possible to show a non-random order in these relations. Although environmental and climatic factors indicate a certain influence on malaria dynamics, surveillance, prevention, and control issues should not be overlooked, meaning that government public health interventions can mask possible relations with local hydrological and climatic conditions.
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Cadernos de Saúde Pública
publisher.none.fl_str_mv Reports in Public Health
Cadernos de Saúde Pública
dc.source.none.fl_str_mv Reports in Public Health; Vol. 35 No. 2 (2019): February
Cadernos de Saúde Pública; v. 35 n. 2 (2019): Fevereiro
1678-4464
0102-311X
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