Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin.

Detalhes bibliográficos
Autor(a) principal: ZAIATZ, A. P. S. R.
Data de Publicação: 2018
Outros Autores: ZOLIN, C. A., VENDRUSCULO, L. G., LOPES, T. R., PAULINO, J.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1091418
http://dx.doi.org/10.1590/1809-4392201701930
Resumo: 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.
id EMBR_15331356797db9d9f698022bfda535eb
oai_identifier_str oai:www.alice.cnptia.embrapa.br:doc/1091418
network_acronym_str EMBR
network_name_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository_id_str 2154
spelling Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin.Gestão territorialTerritorial managementAmazon BasinBacia hidrográfica do alto Teles PiresBacia AmazônicaSensoriamento RemotoSistema de Informação GeográficaRemote sensingGeographic information systemsThe 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.ANA PAULA SOUSA RODRIGUES ZAIATZ, UFMT; CORNELIO ALBERTO ZOLIN, CPAMT; LAURIMAR GONCALVES VENDRUSCULO, CNPTIA; TARCIO ROCHA LOPES, Esalq/USP; JANAINA PAULINO, UFMT.ZAIATZ, A. P. S. R.ZOLIN, C. A.VENDRUSCULO, L. G.LOPES, T. R.PAULINO, J.2018-05-15T00:39:50Z2018-05-15T00:39:50Z2018-05-1420182018-05-15T00:39:50Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleActa Amazonica, Manaus, v. 48, n. 2, p. 168-177, 2018.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1091418http://dx.doi.org/10.1590/1809-4392201701930enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2018-05-15T00:39:56Zoai:www.alice.cnptia.embrapa.br:doc/1091418Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542018-05-15T00:39:56falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542018-05-15T00:39:56Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin.
title Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin.
spellingShingle Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin.
ZAIATZ, A. P. S. R.
Gestão territorial
Territorial management
Amazon Basin
Bacia hidrográfica do alto Teles Pires
Bacia Amazônica
Sensoriamento Remoto
Sistema de Informação Geográfica
Remote sensing
Geographic information systems
title_short Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin.
title_full Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin.
title_fullStr Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin.
title_full_unstemmed Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin.
title_sort Agricultural land use and cover change in the Cerrado/Amazon ecotone: a case study of the upper Teles Pires River basin.
author ZAIATZ, A. P. S. R.
author_facet ZAIATZ, A. P. S. R.
ZOLIN, C. A.
VENDRUSCULO, L. G.
LOPES, T. R.
PAULINO, J.
author_role author
author2 ZOLIN, C. A.
VENDRUSCULO, L. G.
LOPES, T. R.
PAULINO, J.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv ANA PAULA SOUSA RODRIGUES ZAIATZ, UFMT; CORNELIO ALBERTO ZOLIN, CPAMT; LAURIMAR GONCALVES VENDRUSCULO, CNPTIA; TARCIO ROCHA LOPES, Esalq/USP; JANAINA PAULINO, UFMT.
dc.contributor.author.fl_str_mv ZAIATZ, A. P. S. R.
ZOLIN, C. A.
VENDRUSCULO, L. G.
LOPES, T. R.
PAULINO, J.
dc.subject.por.fl_str_mv Gestão territorial
Territorial management
Amazon Basin
Bacia hidrográfica do alto Teles Pires
Bacia Amazônica
Sensoriamento Remoto
Sistema de Informação Geográfica
Remote sensing
Geographic information systems
topic Gestão territorial
Territorial management
Amazon Basin
Bacia hidrográfica do alto Teles Pires
Bacia Amazônica
Sensoriamento Remoto
Sistema de Informação Geográfica
Remote sensing
Geographic information systems
description 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.
publishDate 2018
dc.date.none.fl_str_mv 2018-05-15T00:39:50Z
2018-05-15T00:39:50Z
2018-05-14
2018
2018-05-15T00:39:50Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Acta Amazonica, Manaus, v. 48, n. 2, p. 168-177, 2018.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1091418
http://dx.doi.org/10.1590/1809-4392201701930
identifier_str_mv Acta Amazonica, Manaus, v. 48, n. 2, p. 168-177, 2018.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1091418
http://dx.doi.org/10.1590/1809-4392201701930
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
_version_ 1794503454035542016