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Registro Completo |
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Biblioteca(s): |
Embrapa Agricultura Digital; Embrapa Agrossilvipastoril. |
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Data corrente: |
14/05/2018 |
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Data da última atualização: |
14/05/2018 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
ZAIATZ, A. P. S. R.; ZOLIN, C. A.; VENDRUSCULO, L. G.; LOPES, T. R.; PAULINO, J. |
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Afiliação: |
ANA PAULA SOUSA RODRIGUES ZAIATZ, UFMT; CORNELIO ALBERTO ZOLIN, CPAMT; LAURIMAR GONCALVES VENDRUSCULO, CNPTIA; TARCIO ROCHA LOPES, Esalq/USP; JANAINA PAULINO, UFMT. |
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Título: |
Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin. |
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Ano de publicação: |
2018 |
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Fonte/Imprenta: |
Acta Amazonica, Manaus, v. 48, n. 2, p. 168-177, 2018. |
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DOI: |
http://dx.doi.org/10.1590/1809-4392201701930 |
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Idioma: |
Inglês |
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Conteúdo: |
The upper Teles Pires River basin is a key hydrological resource for the state of Mato Grosso, but has suffered rapid land use and cover change. The basin includes areas of Cerrado biome, as well as transitional areas between the Amazon and Cerrado vegetation types, with intensive large-scale agriculture widely-spread throughout the region. The objective of this study was to explore the spatial and temporal dynamics of land use and cover change from 1986 to 2014 in the upper Teles Pires basin using remote sensing and GIS techniques. TM (Thematic Mapper) and TIRS (Thermal Infrared Sensor) sensor images aboard the Landsat 5 and Landsat 8, respectively, were employed for supervised classification using the "Classification Workflow" in ENVI 5.0. To evaluate classification accuracy, an error matrix was generated, and the Kappa, overall accuracy, errors of omission and commission, user accuracy and producer accuracy indexes calculated. The classes showing greatest variation across the study period were "Agriculture" and "Rainforest". Results indicated that deforested areas are often replaced by pasture and then by agriculture, while direct conversion of forest to agriculture occured less frequently. The indices with satisfactory accuracy levels included the Kappa and Global indices, which showed accuracy levels above 80% for all study years. In addition, the producer and user accuracy indices ranged from 59-100% and 68-100%, while the errors of omission and commission ranged from 0-32% and 0-40.6%, respectively. MenosThe upper Teles Pires River basin is a key hydrological resource for the state of Mato Grosso, but has suffered rapid land use and cover change. The basin includes areas of Cerrado biome, as well as transitional areas between the Amazon and Cerrado vegetation types, with intensive large-scale agriculture widely-spread throughout the region. The objective of this study was to explore the spatial and temporal dynamics of land use and cover change from 1986 to 2014 in the upper Teles Pires basin using remote sensing and GIS techniques. TM (Thematic Mapper) and TIRS (Thermal Infrared Sensor) sensor images aboard the Landsat 5 and Landsat 8, respectively, were employed for supervised classification using the "Classification Workflow" in ENVI 5.0. To evaluate classification accuracy, an error matrix was generated, and the Kappa, overall accuracy, errors of omission and commission, user accuracy and producer accuracy indexes calculated. The classes showing greatest variation across the study period were "Agriculture" and "Rainforest". Results indicated that deforested areas are often replaced by pasture and then by agriculture, while direct conversion of forest to agriculture occured less frequently. The indices with satisfactory accuracy levels included the Kappa and Global indices, which showed accuracy levels above 80% for all study years. In addition, the producer and user accuracy indices ranged from 59-100% and 68-100%, while the errors of omission and commission ranged from ... Mostrar Tudo |
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Palavras-Chave: |
Amazon Basin; Bacia Amazônica; Bacia hidrográfica do alto Teles Pires; Gestão territorial; Territorial management. |
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Thesagro: |
Sensoriamento Remoto; Sistema de Informação Geográfica. |
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Thesaurus Nal: |
Geographic information systems; Remote sensing. |
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Categoria do assunto: |
X Pesquisa, Tecnologia e Engenharia |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/176786/1/2018-cpamt-zolin-agricultural-land-cover-cerrado-case-study-teles-pires.pdf
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Marc: |
LEADER 02505naa a2200289 a 4500
001 2091418
005 2018-05-14
008 2018 bl uuuu u00u1 u #d
024 7 $ahttp://dx.doi.org/10.1590/1809-4392201701930$2DOI
100 1 $aZAIATZ, A. P. S. R.
245 $aAgricultural land use and cover change in the Cerrado/Amazon ecotone$ba case study of the upper Teles Pires River basin.$h[electronic resource]
260 $c2018
520 $aThe upper Teles Pires River basin is a key hydrological resource for the state of Mato Grosso, but has suffered rapid land use and cover change. The basin includes areas of Cerrado biome, as well as transitional areas between the Amazon and Cerrado vegetation types, with intensive large-scale agriculture widely-spread throughout the region. The objective of this study was to explore the spatial and temporal dynamics of land use and cover change from 1986 to 2014 in the upper Teles Pires basin using remote sensing and GIS techniques. TM (Thematic Mapper) and TIRS (Thermal Infrared Sensor) sensor images aboard the Landsat 5 and Landsat 8, respectively, were employed for supervised classification using the "Classification Workflow" in ENVI 5.0. To evaluate classification accuracy, an error matrix was generated, and the Kappa, overall accuracy, errors of omission and commission, user accuracy and producer accuracy indexes calculated. The classes showing greatest variation across the study period were "Agriculture" and "Rainforest". Results indicated that deforested areas are often replaced by pasture and then by agriculture, while direct conversion of forest to agriculture occured less frequently. The indices with satisfactory accuracy levels included the Kappa and Global indices, which showed accuracy levels above 80% for all study years. In addition, the producer and user accuracy indices ranged from 59-100% and 68-100%, while the errors of omission and commission ranged from 0-32% and 0-40.6%, respectively.
650 $aGeographic information systems
650 $aRemote sensing
650 $aSensoriamento Remoto
650 $aSistema de Informação Geográfica
653 $aAmazon Basin
653 $aBacia Amazônica
653 $aBacia hidrográfica do alto Teles Pires
653 $aGestão territorial
653 $aTerritorial management
700 1 $aZOLIN, C. A.
700 1 $aVENDRUSCULO, L. G.
700 1 $aLOPES, T. R.
700 1 $aPAULINO, J.
773 $tActa Amazonica, Manaus$gv. 48, n. 2, p. 168-177, 2018.
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Registro original: |
Embrapa Agrossilvipastoril (CPAMT) |
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| Registros recuperados : 1.626 | |
| 1. |  | FERREIRA, A. Arranjos de plantas para o cultivo de sorgo sacarino. In: SEMINÁRIO TEMÁTICO AGROINDUSTRIAL DE PRODUÇÃO DE SORGO SACARINO PARA BIOETANOL, 1. 2012, Ribeirão Preto. Anais... Sete Lagoas: Embrapa Milho e Sorgo, 2012. p. 42-47. (Embrapa Milho e Sorgo. Documentos, 145).| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Milho e Sorgo. |
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| 11. | | FERREIRA, A. da S. Doenças na cultura do sorgo. In: RECOMENDAÇÕES para o cultivo do sorgo. 2. ed. rev. atual. Sete Lagoas: EMBRAPA-CNPMS, 1982. p. 55-62. (EMBRAPA-CNPMS. Circular técnica, 1).| Biblioteca(s): Embrapa Milho e Sorgo. |
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| 12. | | FERREIRA, A. da S. Ensaio Nacional de doencas de sorgo. In: EMBRAPA. Centro de Nacional de Pesquisa de Milho e Sorgo. Relatório técnico anual do Centro Nacional de Pesquisa de Milho e Sorgo 1988-1991. Sete Lagoas, 1992. p. 127-128.| Biblioteca(s): Embrapa Milho e Sorgo. |
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| 13. | | FERREIRA, A. da S. Ensaios internacionais de doenças. In: EMBRAPA. Centro de Nacional de Pesquisa de Milho e Sorgo. Relatório técnico anual do Centro Nacional de Pesquisa de Milho e Sorgo 1988-1991. Sete Lagoas, 1992. p. 128.| Biblioteca(s): Embrapa Milho e Sorgo. |
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| Registros recuperados : 1.626 | |
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