A spatiotemporal classification approach to evaluate the impacts of land use and land cover changes before and after the Três Irmãos reservoir formation in the Tietê River, Brazil

Detalhes bibliográficos
Autor(a) principal: Lucchetta, Beatriz Cirino [UNESP]
Data de Publicação: 2023
Outros Autores: Watanabe, Fernanda Sayuri Yoshino [UNESP], do Carmo, Nariane Marselhe Ribeiro Bernardo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1007/s40808-023-01757-8
http://hdl.handle.net/11449/248502
Resumo: Land use and land cover (LULC) maps are relevant tools to recognize deep changes in the natural landscape and direct strategies to minimize environmental impacts, being an important apparatus to obtain useful information in making decision by managers from watershed committees, political leaders and environmental agencies. Using Landsat multispectral images, this study aimed to investigate the changes in LULC of a watershed, influenced by the construction of the dam of the Três Irmãos hydroelectric plant, located in the low course of the Tietê River. The images were acquired in 1990, 2000, 2010 and 2018, which covers the periods before and after the flood caused by the dam build. For each date, LULC maps were generated using the supervised classification Maximum Likelihood (ML) algorithm. Those analysis has allowed identify possible influences of the reservoir formation over LULC in the watershed. A deep analysis showed a significant change of natural vegetation were flooded due to the damming, being partially recovered, in percentage terms, over time around the new watercourse. This study presents a reduction of 67% in the natural vegetation area from 1990 to 2000, while there was an increase of 35,36% between 2000 and 2018, when compared to the area occupied by natural vegetation existing in 1990. In addition, areas of natural vegetation also have been replaced by cultivated areas, which are predominant in the watershed.
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spelling A spatiotemporal classification approach to evaluate the impacts of land use and land cover changes before and after the Três Irmãos reservoir formation in the Tietê River, BrazilChange detectionEnvironmental monitoringImage classificationLand use and land coverWatershedLand use and land cover (LULC) maps are relevant tools to recognize deep changes in the natural landscape and direct strategies to minimize environmental impacts, being an important apparatus to obtain useful information in making decision by managers from watershed committees, political leaders and environmental agencies. Using Landsat multispectral images, this study aimed to investigate the changes in LULC of a watershed, influenced by the construction of the dam of the Três Irmãos hydroelectric plant, located in the low course of the Tietê River. The images were acquired in 1990, 2000, 2010 and 2018, which covers the periods before and after the flood caused by the dam build. For each date, LULC maps were generated using the supervised classification Maximum Likelihood (ML) algorithm. Those analysis has allowed identify possible influences of the reservoir formation over LULC in the watershed. A deep analysis showed a significant change of natural vegetation were flooded due to the damming, being partially recovered, in percentage terms, over time around the new watercourse. This study presents a reduction of 67% in the natural vegetation area from 1990 to 2000, while there was an increase of 35,36% between 2000 and 2018, when compared to the area occupied by natural vegetation existing in 1990. In addition, areas of natural vegetation also have been replaced by cultivated areas, which are predominant in the watershed.Post-Graduation Program in Cartographic Sciences Faculty of Sciences and Technology São Paulo State University–UNESP, SPDepartament of Cartography Faculty of Sciences and Technology São Paulo State University–UNESP, SPInspectral–Innovative Tecnology Solutions, SPPost-Graduation Program in Cartographic Sciences Faculty of Sciences and Technology São Paulo State University–UNESP, SPDepartament of Cartography Faculty of Sciences and Technology São Paulo State University–UNESP, SPUniversidade Estadual Paulista (UNESP)Inspectral–Innovative Tecnology SolutionsLucchetta, Beatriz Cirino [UNESP]Watanabe, Fernanda Sayuri Yoshino [UNESP]do Carmo, Nariane Marselhe Ribeiro Bernardo2023-07-29T13:45:45Z2023-07-29T13:45:45Z2023-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1007/s40808-023-01757-8Modeling Earth Systems and Environment.2363-62112363-6203http://hdl.handle.net/11449/24850210.1007/s40808-023-01757-82-s2.0-85149845298Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengModeling Earth Systems and Environmentinfo:eu-repo/semantics/openAccess2024-06-18T15:01:52Zoai:repositorio.unesp.br:11449/248502Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T21:22:25.028276Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A spatiotemporal classification approach to evaluate the impacts of land use and land cover changes before and after the Três Irmãos reservoir formation in the Tietê River, Brazil
title A spatiotemporal classification approach to evaluate the impacts of land use and land cover changes before and after the Três Irmãos reservoir formation in the Tietê River, Brazil
spellingShingle A spatiotemporal classification approach to evaluate the impacts of land use and land cover changes before and after the Três Irmãos reservoir formation in the Tietê River, Brazil
Lucchetta, Beatriz Cirino [UNESP]
Change detection
Environmental monitoring
Image classification
Land use and land cover
Watershed
title_short A spatiotemporal classification approach to evaluate the impacts of land use and land cover changes before and after the Três Irmãos reservoir formation in the Tietê River, Brazil
title_full A spatiotemporal classification approach to evaluate the impacts of land use and land cover changes before and after the Três Irmãos reservoir formation in the Tietê River, Brazil
title_fullStr A spatiotemporal classification approach to evaluate the impacts of land use and land cover changes before and after the Três Irmãos reservoir formation in the Tietê River, Brazil
title_full_unstemmed A spatiotemporal classification approach to evaluate the impacts of land use and land cover changes before and after the Três Irmãos reservoir formation in the Tietê River, Brazil
title_sort A spatiotemporal classification approach to evaluate the impacts of land use and land cover changes before and after the Três Irmãos reservoir formation in the Tietê River, Brazil
author Lucchetta, Beatriz Cirino [UNESP]
author_facet Lucchetta, Beatriz Cirino [UNESP]
Watanabe, Fernanda Sayuri Yoshino [UNESP]
do Carmo, Nariane Marselhe Ribeiro Bernardo
author_role author
author2 Watanabe, Fernanda Sayuri Yoshino [UNESP]
do Carmo, Nariane Marselhe Ribeiro Bernardo
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
Inspectral–Innovative Tecnology Solutions
dc.contributor.author.fl_str_mv Lucchetta, Beatriz Cirino [UNESP]
Watanabe, Fernanda Sayuri Yoshino [UNESP]
do Carmo, Nariane Marselhe Ribeiro Bernardo
dc.subject.por.fl_str_mv Change detection
Environmental monitoring
Image classification
Land use and land cover
Watershed
topic Change detection
Environmental monitoring
Image classification
Land use and land cover
Watershed
description Land use and land cover (LULC) maps are relevant tools to recognize deep changes in the natural landscape and direct strategies to minimize environmental impacts, being an important apparatus to obtain useful information in making decision by managers from watershed committees, political leaders and environmental agencies. Using Landsat multispectral images, this study aimed to investigate the changes in LULC of a watershed, influenced by the construction of the dam of the Três Irmãos hydroelectric plant, located in the low course of the Tietê River. The images were acquired in 1990, 2000, 2010 and 2018, which covers the periods before and after the flood caused by the dam build. For each date, LULC maps were generated using the supervised classification Maximum Likelihood (ML) algorithm. Those analysis has allowed identify possible influences of the reservoir formation over LULC in the watershed. A deep analysis showed a significant change of natural vegetation were flooded due to the damming, being partially recovered, in percentage terms, over time around the new watercourse. This study presents a reduction of 67% in the natural vegetation area from 1990 to 2000, while there was an increase of 35,36% between 2000 and 2018, when compared to the area occupied by natural vegetation existing in 1990. In addition, areas of natural vegetation also have been replaced by cultivated areas, which are predominant in the watershed.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-29T13:45:45Z
2023-07-29T13:45:45Z
2023-01-01
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.uri.fl_str_mv http://dx.doi.org/10.1007/s40808-023-01757-8
Modeling Earth Systems and Environment.
2363-6211
2363-6203
http://hdl.handle.net/11449/248502
10.1007/s40808-023-01757-8
2-s2.0-85149845298
url http://dx.doi.org/10.1007/s40808-023-01757-8
http://hdl.handle.net/11449/248502
identifier_str_mv Modeling Earth Systems and Environment.
2363-6211
2363-6203
10.1007/s40808-023-01757-8
2-s2.0-85149845298
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Modeling Earth Systems and Environment
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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