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Metadados

1. Identificação
Tipo de ReferênciaArtigo em Revista Científica (Journal Article)
Sitemtc-m21d.sid.inpe.br
Código do Detentorisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Identificador8JMKD3MGP3W34T/44SP2NP
Repositóriosid.inpe.br/mtc-m21d/2021/06.17.15.08   (acesso restrito)
Última Atualização2021:06.17.15.08.05 (UTC) simone
Repositório de Metadadossid.inpe.br/mtc-m21d/2021/06.17.15.08.05
Última Atualização dos Metadados2022:04.03.22.27.22 (UTC) administrator
DOI10.1029/2020GH000327
ISSN2471-1403
Chave de CitaçãoLealGuimKamp:2021:AsEnSo
TítuloAssociations Between Environmental and Sociodemographic Data and Hepatitis-A Transmission in Pará State (Brazil)
Ano2021
MêsMay
Data de Acesso20 maio 2024
Tipo de Trabalhojournal article
Tipo SecundárioPRE PI
Número de Arquivos1
Tamanho1710 KiB
2. Contextualização
Autor1 Leal, Philipe Riskalla
2 Guimarães, Ricardo José de Paula Souza e
3 Kampel, Milton
Identificador de Curriculo1
2
3 8JMKD3MGP5W/3C9JHTG
ORCID1 0000-0001-8438-7561
2 0000-0002-5767-4765
3 0000-0002-0011-2083
Grupo1 DIOTG-CGCT-INPE-MCTI-GOV-BR
2
3 DIOTG-CGCT-INPE-MCTI-GOV-BR
Afiliação1 Instituto Nacional de Pesquisas Espaciais (INPE)
2 Instituto Evandro Chagas
3 Instituto Nacional de Pesquisas Espaciais (INPE)
Endereço de e-Mail do Autor1 leal.philipe@gmail.com
2
3 milton.kampel@inpe.br
RevistaGeoHealth
Volume5
Número5
Páginase2020GH00327
Histórico (UTC)2021-06-17 15:09:06 :: simone -> administrator :: 2021
2022-04-03 22:27:22 :: administrator -> simone :: 2021
3. Conteúdo e estrutura
É a matriz ou uma cópia?é a matriz
Estágio do Conteúdoconcluido
Transferível1
Tipo do ConteúdoExternal Contribution
Tipo de Versãopublisher
Palavras-Chavegeoprocessing
hepatitis-A transmission modelling
remote sensing
time-space epidemiology analyses
ResumoHepatitis-A is a waterborne infectious disease transmitted by the eponymous hepatitis-A virus (HAV). Due to the disease's sociodemographic and environmental characteristics, this study applied public census and remote sensing data to assess risk factors for hepatitis-A transmission. Municipality-level data were obtained for the state of Pará, Brazil. Generalized linear and nonlinear models were evaluated as alternative predictors for hepatitis-A transmission in Pará. The Histogram Gradient Boost (HGB) regression model was deemed the best choice ((Formula presented.) = 2.36, and higher (Formula presented.) = 0.95) among the tested models. Partial dependence analysis and permutation feature importance analysis were used to investigate the partial dependence and the relative importance values of the independent variables in the disease transmission prediction model. Results indicated a complex relationship between the disease transmission and the sociodemographic and environmental characteristics of the study area. Population size, lack of sanitation, urban clustering, year of notification, insufficient public vaccination programs, household proximity to open-air dumpsites and storm-drains, and lack of access to healthcare facilities and hospitals were sociodemographic parameters related to HAV transmission. Turbidity and precipitation were the environmental parameters closest related to disease transmission. Based on HGB model, a hepatitis-A risk map was built for Pará state. The obtained risk map can be thought of as an auxiliary tool for public health strategies. This study reinforces the need to incorporate remote sensing data in epidemiological modelling and surveillance plans for the development of early prevention strategies for hepatitis-A.
ÁreaSRE
Arranjourlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGCT > Associations Between Environmental...
Conteúdo da Pasta docacessar
Conteúdo da Pasta sourcenão têm arquivos
Conteúdo da Pasta agreement
agreement.html 17/06/2021 12:08 1.0 KiB 
4. Condições de acesso e uso
Idiomaen
Arquivo Alvoleal_associations.pdf
Grupo de Usuáriossimone
Grupo de Leitoresadministrator
simone
Visibilidadeshown
Permissão de Leituradeny from all and allow from 150.163
Permissão de Atualizaçãonão transferida
5. Fontes relacionadas
Unidades Imediatamente Superiores8JMKD3MGPCW/46KUATE
Lista de Itens Citandosid.inpe.br/bibdigital/2022/04.03.22.23 2
sid.inpe.br/mtc-m21/2012/07.13.14.56.38 1
DivulgaçãoWEBSCI; PORTALCAPES; SCOPUS.
Acervo Hospedeirourlib.net/www/2021/06.04.03.40
6. Notas
Campos Vaziosalternatejournal archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository nextedition notes parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey secondarymark session shorttitle sponsor subject tertiarymark tertiarytype url
7. Controle da descrição
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