Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil

Detalhes bibliográficos
Autor(a) principal: Guimarães, Ricardo José de Paula Souza
Data de Publicação: 2010
Outros Autores: Freitas, Corina da Costa, Dutra, Luciano Vieira, Scholte, Ronaldo Guilherme Carvalho, Amaral, Ronaldo Santos do, Drummond, Sandra Costa, Shimabukuro, Yosio Edemir, Oliveira, Guilherme Corrêa de, Carvalho, Omar dos Santos
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da FIOCRUZ (ARCA)
Texto Completo: https://www.arca.fiocruz.br/handle/icict/5623
Resumo: Fundação Oswaldo Cruz. Centro de Pesquisas René Rachou. Belo Horizonte, MG, Brasil / Santa Casa de Misericórdia de Belo Horizonte. Programa de Pós-Graduação em Clínica Médica e Biomedicina. Belo Horizonte, MG, Brasil.
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spelling Guimarães, Ricardo José de Paula SouzaFreitas, Corina da CostaDutra, Luciano VieiraScholte, Ronaldo Guilherme CarvalhoAmaral, Ronaldo Santos doDrummond, Sandra CostaShimabukuro, Yosio EdemirOliveira, Guilherme Corrêa deCarvalho, Omar dos Santos2012-10-01T18:00:53Z2012-10-01T18:00:53Z2010GUIMARAES, Ricardo José de Paula Souza et al. Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil. Memórias do Instituto Oswaldo Cruz, Rio de Janeiro, v. 105, n. 4, p. 512-518, July 2010.0074-0276https://www.arca.fiocruz.br/handle/icict/562310.1590/S0074-02762010000400028engInstituto Oswaldo Cruz, Ministério da SaúdeEvaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazilinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleFundação Oswaldo Cruz. Centro de Pesquisas René Rachou. Belo Horizonte, MG, Brasil / Santa Casa de Misericórdia de Belo Horizonte. Programa de Pós-Graduação em Clínica Médica e Biomedicina. Belo Horizonte, MG, Brasil.Instituto Nacional de Pesquisas Espaciais, São José dos Campos, SP, Brasil.Instituto Nacional de Pesquisas Espaciais, São José dos Campos, SP, Brasil.Fundação Oswaldo Cruz. Centro de Pesquisas René Rachou. Belo Horizonte, MG, Brasil/ Santa Casa de Misericórdia de Belo Horizonte. Programa de Pós-Graduação em Clínica Médica e Biomedicina. Belo Horizonte, MG, Brasil.Ministério da Saúde. Secretaria de Vigilância em Saúde. Brasília, DF, Brasil.Secretaria de Estado de Saúde de Minas Gerais, Belo Horizonte, MG, Brasil.Instituto Nacional de Pesquisas Espaciais, São José dos Campos, SP, Brasil.Fundação Oswaldo Cruz. Centro de Pesquisas René Rachou. Belo Horizonte, MG, Brasil/ Santa Casa de Misericórdia de Belo Horizonte. Programa de Pós-Graduação em Clínica Médica e Biomedicina. Belo Horizonte, MG, Brasil.Fundação Oswaldo Cruz. Centro de Pesquisas René Rachou. Belo Horizonte, MG, Brasil.This paper analyses the associations between Normalized Difference Vegetation Index (NDVI) and Enhanced Vegetation Index (EVI) on the prevalence of schistosomiasis and the presence of Biomphalaria glabrata in the state of Minas Gerais (MG), Brazil. Additionally, vegetation, soil and shade fraction images were created using a Linear Spectral Mixture Model (LSMM) from the blue, red and infrared channels of the Moderate Resolution Imaging Spec¬troradiometer spaceborne sensor and the relationship between these images and the prevalence of schistosomiasis and the presence of B. glabrata was analysed. First, we found a high correlation between the vegetation fraction image and EVI and second, a high correlation between soil fraction image and NDVI. The results also indicate that there was a positive correlation between prevalence and the vegetation fraction image (July 2002), a negative corre¬lation between prevalence and the soil fraction image (July 2002) and a positive correlation between B. glabrata and the shade fraction image (July 2002). This paper demonstrates that the LSMM variables can be used as a substitute for the standard vegetation indices (EVI and NDVI) to determine and delimit risk areas for B. glabrata and schisto¬somiasis in MG, which can be used to improve the allocation of resources for disease control.SchistosomiasisGeographical information systemLinear spectral mixture modelBiomphalaria glabrataEpidemiologyinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da FIOCRUZ (ARCA)instname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZORIGINAL54.2010.pdf54.2010.pdfapplication/pdf1549288https://www.arca.fiocruz.br/bitstream/icict/5623/1/54.2010.pdf5d3a9382b6472f0ce2797e829330280aMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-82008https://www.arca.fiocruz.br/bitstream/icict/5623/2/license.txt06db3f0df647fd9ddff657403bbe0ee2MD52TEXT54.2010.pdf.txt54.2010.pdf.txtExtracted texttext/plain30388https://www.arca.fiocruz.br/bitstream/icict/5623/5/54.2010.pdf.txtc96a116175063afa110de2b1b4d07bb8MD55THUMBNAIL54.2010.pdf.jpg54.2010.pdf.jpgGenerated Thumbnailimage/jpeg2259https://www.arca.fiocruz.br/bitstream/icict/5623/4/54.2010.pdf.jpg00b162713514dec50017ecbae26cb3d8MD54icict/56232019-09-21 23:05:20.693oai:www.arca.fiocruz.br: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Repositório InstitucionalPUBhttps://www.arca.fiocruz.br/oai/requestrepositorio.arca@fiocruz.bropendoar:21352019-09-22T02:05:20Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ)false
dc.title.pt_BR.fl_str_mv Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil
title Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil
spellingShingle Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil
Guimarães, Ricardo José de Paula Souza
Schistosomiasis
Geographical information system
Linear spectral mixture model
Biomphalaria glabrata
Epidemiology
title_short Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil
title_full Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil
title_fullStr Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil
title_full_unstemmed Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil
title_sort Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil
author Guimarães, Ricardo José de Paula Souza
author_facet Guimarães, Ricardo José de Paula Souza
Freitas, Corina da Costa
Dutra, Luciano Vieira
Scholte, Ronaldo Guilherme Carvalho
Amaral, Ronaldo Santos do
Drummond, Sandra Costa
Shimabukuro, Yosio Edemir
Oliveira, Guilherme Corrêa de
Carvalho, Omar dos Santos
author_role author
author2 Freitas, Corina da Costa
Dutra, Luciano Vieira
Scholte, Ronaldo Guilherme Carvalho
Amaral, Ronaldo Santos do
Drummond, Sandra Costa
Shimabukuro, Yosio Edemir
Oliveira, Guilherme Corrêa de
Carvalho, Omar dos Santos
author2_role author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Guimarães, Ricardo José de Paula Souza
Freitas, Corina da Costa
Dutra, Luciano Vieira
Scholte, Ronaldo Guilherme Carvalho
Amaral, Ronaldo Santos do
Drummond, Sandra Costa
Shimabukuro, Yosio Edemir
Oliveira, Guilherme Corrêa de
Carvalho, Omar dos Santos
dc.subject.en.pt_BR.fl_str_mv Schistosomiasis
Geographical information system
Linear spectral mixture model
Biomphalaria glabrata
Epidemiology
topic Schistosomiasis
Geographical information system
Linear spectral mixture model
Biomphalaria glabrata
Epidemiology
description Fundação Oswaldo Cruz. Centro de Pesquisas René Rachou. Belo Horizonte, MG, Brasil / Santa Casa de Misericórdia de Belo Horizonte. Programa de Pós-Graduação em Clínica Médica e Biomedicina. Belo Horizonte, MG, Brasil.
publishDate 2010
dc.date.issued.fl_str_mv 2010
dc.date.accessioned.fl_str_mv 2012-10-01T18:00:53Z
dc.date.available.fl_str_mv 2012-10-01T18:00:53Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.citation.fl_str_mv GUIMARAES, Ricardo José de Paula Souza et al. Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil. Memórias do Instituto Oswaldo Cruz, Rio de Janeiro, v. 105, n. 4, p. 512-518, July 2010.
dc.identifier.uri.fl_str_mv https://www.arca.fiocruz.br/handle/icict/5623
dc.identifier.issn.none.fl_str_mv 0074-0276
dc.identifier.doi.pt_BR.fl_str_mv 10.1590/S0074-02762010000400028
identifier_str_mv GUIMARAES, Ricardo José de Paula Souza et al. Evaluation of a linear spectral mixture model and vegetation indices (NDVI and EVI) in a study of schistosomiasis mansoni and Biomphalaria glabrata distribution in the state of Minas Gerais, Brazil. Memórias do Instituto Oswaldo Cruz, Rio de Janeiro, v. 105, n. 4, p. 512-518, July 2010.
0074-0276
10.1590/S0074-02762010000400028
url https://www.arca.fiocruz.br/handle/icict/5623
dc.language.iso.fl_str_mv eng
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dc.publisher.none.fl_str_mv Instituto Oswaldo Cruz, Ministério da Saúde
publisher.none.fl_str_mv Instituto Oswaldo Cruz, Ministério da Saúde
dc.source.none.fl_str_mv reponame:Repositório Institucional da FIOCRUZ (ARCA)
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