Variability in malaria cases and the association with rainfall and rivers water levels in Amazonas State, Brazil
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , |
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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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. |
publishDate |
2019 |
dc.date.none.fl_str_mv |
2019-02-11 |
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://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091 |
url |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091 |
dc.language.iso.fl_str_mv |
eng por |
language |
eng por |
dc.relation.none.fl_str_mv |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091/15470 https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091/15471 https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091/15472 https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7091/15473 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html text/html application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
Reports in Public Health 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 reponame:Cadernos de Saúde Pública instname:Fundação Oswaldo Cruz (FIOCRUZ) instacron:FIOCRUZ |
instname_str |
Fundação Oswaldo Cruz (FIOCRUZ) |
instacron_str |
FIOCRUZ |
institution |
FIOCRUZ |
reponame_str |
Cadernos de Saúde Pública |
collection |
Cadernos de Saúde Pública |
repository.name.fl_str_mv |
Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ) |
repository.mail.fl_str_mv |
cadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br |
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1798943389212737536 |