A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil
| Autor(a) principal: | |
|---|---|
| Data de Publicação: | 2010 |
| Outros Autores: | , , , , , , , , , |
| Tipo de documento: | Artigo |
| Idioma: | eng |
| Título da fonte: | Repositório Institucional da FIOCRUZ (ARCA) |
| Texto Completo: | https://www.arca.fiocruz.br/handle/icict/5632 |
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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Guimarães, Ricardo José de Paula SouzaFreitas, Corina da CostaDutra, Luciano VieiraScholte, Ronaldo Guilherme CarvalhoBede, Flávia Toledo MartinsFonseca, Fernanda RodriguesAmaral, Ronaldo Santos doDrummond, Sandra CostaFelgueiras, Carlos AlbertoOliveira, Guilherme Corrêa deCarvalho, Omar dos Santos2012-10-03T19:05:20Z2012-10-03T19:05:20Z2010GUIMARÃES, Ricardo José de Paula Souza et al. A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil. Memórias do Instituto Oswaldo Cruz, Rio de Janeiro, v. 105, n. 4, p. 524-531, 2010.0074-0276https://www.arca.fiocruz.br/handle/icict/563210.1590/S0074-02762010000400030.engInstituto Oswaldo Cruz, Ministério da SaúdeA geoprocessing approach for studying and controlling schistosomiasis 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 Paulo, SP, Brasil.Instituto Nacional de Pesquisas Espaciais. São Paulo, 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.Instituto Nacional de Pesquisas Espaciais. São Paulo, SP, Brasil.Instituto Nacional de Pesquisas Espaciais. São Paulo, SP, 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 Paulo, 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.Geographical information systems (GIS) are tools that have been recently tested for improving our understanding of the spatial distribution of disease. The objective of this paper was to further develop the GIS technology to model and control schistosomiasis using environmental, social, biological and remote-sensing variables. A final regression model (R2 = 0.39) was established, after a variable selection phase, with a set of spatial variables including the pres¬ence or absence of Biomphalaria glabrata, winter enhanced vegetation index, summer minimum temperature and percentage of houses with water coming from a spring or well. A regional model was also developed by splitting the state of Minas Gerais (MG) into four regions and establishing a linear regression model for each of the four regions: 1 (R2 = 0.97), 2 (R2 = 0.60), 3 (R2 = 0.63) and 4 (R2 = 0.76). Based on these models, a schistosomiasis risk map was built for MG. In this paper, geostatistics was also used to make inferences about the presence of Biomphalaria spp. The result was a map of species and risk areas. The obtained risk map permits the association of uncertainties, which can be used to qualify the inferences and it can be thought of as an auxiliary tool for public health strategiesSchistosomiasisGeographical information systemGeostatistical proceduresBiomphalariaMultiple linear regressionEpidemiologyinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da FIOCRUZ (ARCA)instname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZORIGINAL55.2010.pdf55.2010.pdfapplication/pdf1856844https://www.arca.fiocruz.br/bitstream/icict/5632/1/55.2010.pdfec495b7b0aa658c9e04934b66147402aMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-82008https://www.arca.fiocruz.br/bitstream/icict/5632/2/license.txt06db3f0df647fd9ddff657403bbe0ee2MD52TEXT55.2010.pdf.txt55.2010.pdf.txtExtracted texttext/plain38506https://www.arca.fiocruz.br/bitstream/icict/5632/5/55.2010.pdf.txt92d1e27d99fe4605a7c6e57cc0f69b8aMD55THUMBNAIL55.2010.pdf.jpg55.2010.pdf.jpgGenerated Thumbnailimage/jpeg2189https://www.arca.fiocruz.br/bitstream/icict/5632/4/55.2010.pdf.jpg8b201d2798c3ddd4260e130ac19ba86fMD54icict/56322018-05-02 19:33:49.245oai:www.arca.fiocruz.br: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Repositório InstitucionalPUBhttps://www.arca.fiocruz.br/oai/requestrepositorio.arca@fiocruz.bropendoar:21352018-05-02T22:33:49Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ)false |
| dc.title.pt_BR.fl_str_mv |
A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil |
| title |
A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil |
| spellingShingle |
A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil Guimarães, Ricardo José de Paula Souza Schistosomiasis Geographical information system Geostatistical procedures Biomphalaria Multiple linear regression Epidemiology |
| title_short |
A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil |
| title_full |
A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil |
| title_fullStr |
A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil |
| title_full_unstemmed |
A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil |
| title_sort |
A geoprocessing approach for studying and controlling schistosomiasis 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 Bede, Flávia Toledo Martins Fonseca, Fernanda Rodrigues Amaral, Ronaldo Santos do Drummond, Sandra Costa Felgueiras, Carlos Alberto Oliveira, Guilherme Corrêa de Carvalho, Omar dos Santos |
| author_role |
author |
| author2 |
Freitas, Corina da Costa Dutra, Luciano Vieira Scholte, Ronaldo Guilherme Carvalho Bede, Flávia Toledo Martins Fonseca, Fernanda Rodrigues Amaral, Ronaldo Santos do Drummond, Sandra Costa Felgueiras, Carlos Alberto Oliveira, Guilherme Corrêa de Carvalho, Omar dos Santos |
| author2_role |
author author 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 Bede, Flávia Toledo Martins Fonseca, Fernanda Rodrigues Amaral, Ronaldo Santos do Drummond, Sandra Costa Felgueiras, Carlos Alberto Oliveira, Guilherme Corrêa de Carvalho, Omar dos Santos |
| dc.subject.en.pt_BR.fl_str_mv |
Schistosomiasis Geographical information system Geostatistical procedures Biomphalaria Multiple linear regression Epidemiology |
| topic |
Schistosomiasis Geographical information system Geostatistical procedures Biomphalaria Multiple linear regression 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. |
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2010 |
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2010 |
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2012-10-03T19:05:20Z |
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2012-10-03T19:05:20Z |
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info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/article |
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article |
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publishedVersion |
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GUIMARÃES, Ricardo José de Paula Souza et al. A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil. Memórias do Instituto Oswaldo Cruz, Rio de Janeiro, v. 105, n. 4, p. 524-531, 2010. |
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https://www.arca.fiocruz.br/handle/icict/5632 |
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0074-0276 |
| dc.identifier.doi.none.fl_str_mv |
10.1590/S0074-02762010000400030. |
| identifier_str_mv |
GUIMARÃES, Ricardo José de Paula Souza et al. A geoprocessing approach for studying and controlling schistosomiasis in the state of Minas Gerais, Brazil. Memórias do Instituto Oswaldo Cruz, Rio de Janeiro, v. 105, n. 4, p. 524-531, 2010. 0074-0276 10.1590/S0074-02762010000400030. |
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Instituto Oswaldo Cruz, Ministério da Saúde |
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Instituto Oswaldo Cruz, Ministério da Saúde |
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