Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlands

Detalhes bibliográficos
Autor(a) principal: Louzada, Rômullo O.
Data de Publicação: 2020
Outros Autores: Bergier, Ivan, Assine, Mario L. [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.scitotenv.2020.138067
http://hdl.handle.net/11449/198686
Resumo: The Pantanal is an important active sedimentary basin in central South America where highly diverse flora and fauna are sustained by seasonal floods. Intense land use in the catchment areas enhanced sediment load and destabilized avulsive river systems in the plains. A well-known avulsion in the Taquari River during the 1980–90s, called “Zé da Costa”, has shifted the river mouth and drastically changed the nearby landscapes, making them difficult to map because of the hard access and the large variations in spectral and spatial attributes of raster data like Landsat images. Therefore, we developed a useful method to map and explore landscape changes in “Zé da Costa” avulsion that combines geotagged field pictures, randomly selected high-resolution orbital truths, normalized difference vegetation index, digital elevation models, linear spectral mixture models and Landsat historical imagery in pixel-based and object-oriented supervised classifications. We found that bands in green, red, and near-infrared spectra provide better mapping results with object-oriented algorithms for deriving and studying temporal dry/wet ratio dynamics. The temporal analyses of the dry/wet ratio showed that avulsions in the Taquari River have the potential to change permanently the “Zé da Costa” area into a dry landscape, making it susceptible for land use (deforestation and fire), except areas seasonally inundated by the floods of the Paraguay River. Overall, our method might be also useful for long-term studies of land use and climate change in avulsive rivers in wetlands around the world.
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spelling Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlandsFluvial avulsionLandscape changesSatellite image processingTaquari megafanTemporal analysisThe Pantanal is an important active sedimentary basin in central South America where highly diverse flora and fauna are sustained by seasonal floods. Intense land use in the catchment areas enhanced sediment load and destabilized avulsive river systems in the plains. A well-known avulsion in the Taquari River during the 1980–90s, called “Zé da Costa”, has shifted the river mouth and drastically changed the nearby landscapes, making them difficult to map because of the hard access and the large variations in spectral and spatial attributes of raster data like Landsat images. Therefore, we developed a useful method to map and explore landscape changes in “Zé da Costa” avulsion that combines geotagged field pictures, randomly selected high-resolution orbital truths, normalized difference vegetation index, digital elevation models, linear spectral mixture models and Landsat historical imagery in pixel-based and object-oriented supervised classifications. We found that bands in green, red, and near-infrared spectra provide better mapping results with object-oriented algorithms for deriving and studying temporal dry/wet ratio dynamics. The temporal analyses of the dry/wet ratio showed that avulsions in the Taquari River have the potential to change permanently the “Zé da Costa” area into a dry landscape, making it susceptible for land use (deforestation and fire), except areas seasonally inundated by the floods of the Paraguay River. Overall, our method might be also useful for long-term studies of land use and climate change in avulsive rivers in wetlands around the world.Empresa Brasileira de Pesquisa AgropecuáriaFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Universidade Federal de Mato Grosso do Sul Programa de Pós-Graduação em Recursos NaturaisEmbrapa PantanalInstituto de Geociências e Ciências Exatas Unesp – Universidade Estadual PaulistaInstituto de Geociências e Ciências Exatas Unesp – Universidade Estadual PaulistaEmpresa Brasileira de Pesquisa Agropecuária: 03.17.00.047FAPESP: 2014/06889-2CNPq: 431253/2018-8CNPq: 432985/2018-2Universidade Federal de Mato Grosso do Sul (UFMS)Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)Universidade Estadual Paulista (Unesp)Louzada, Rômullo O.Bergier, IvanAssine, Mario L. [UNESP]2020-12-12T01:19:25Z2020-12-12T01:19:25Z2020-06-25info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.scitotenv.2020.138067Science of the Total Environment, v. 723.1879-10260048-9697http://hdl.handle.net/11449/19868610.1016/j.scitotenv.2020.1380672-s2.0-85082568991Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengScience of the Total Environmentinfo:eu-repo/semantics/openAccess2021-10-22T19:10:39Zoai:repositorio.unesp.br:11449/198686Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T14:47:37.628718Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlands
title Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlands
spellingShingle Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlands
Louzada, Rômullo O.
Fluvial avulsion
Landscape changes
Satellite image processing
Taquari megafan
Temporal analysis
title_short Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlands
title_full Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlands
title_fullStr Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlands
title_full_unstemmed Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlands
title_sort Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlands
author Louzada, Rômullo O.
author_facet Louzada, Rômullo O.
Bergier, Ivan
Assine, Mario L. [UNESP]
author_role author
author2 Bergier, Ivan
Assine, Mario L. [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Federal de Mato Grosso do Sul (UFMS)
Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Louzada, Rômullo O.
Bergier, Ivan
Assine, Mario L. [UNESP]
dc.subject.por.fl_str_mv Fluvial avulsion
Landscape changes
Satellite image processing
Taquari megafan
Temporal analysis
topic Fluvial avulsion
Landscape changes
Satellite image processing
Taquari megafan
Temporal analysis
description The Pantanal is an important active sedimentary basin in central South America where highly diverse flora and fauna are sustained by seasonal floods. Intense land use in the catchment areas enhanced sediment load and destabilized avulsive river systems in the plains. A well-known avulsion in the Taquari River during the 1980–90s, called “Zé da Costa”, has shifted the river mouth and drastically changed the nearby landscapes, making them difficult to map because of the hard access and the large variations in spectral and spatial attributes of raster data like Landsat images. Therefore, we developed a useful method to map and explore landscape changes in “Zé da Costa” avulsion that combines geotagged field pictures, randomly selected high-resolution orbital truths, normalized difference vegetation index, digital elevation models, linear spectral mixture models and Landsat historical imagery in pixel-based and object-oriented supervised classifications. We found that bands in green, red, and near-infrared spectra provide better mapping results with object-oriented algorithms for deriving and studying temporal dry/wet ratio dynamics. The temporal analyses of the dry/wet ratio showed that avulsions in the Taquari River have the potential to change permanently the “Zé da Costa” area into a dry landscape, making it susceptible for land use (deforestation and fire), except areas seasonally inundated by the floods of the Paraguay River. Overall, our method might be also useful for long-term studies of land use and climate change in avulsive rivers in wetlands around the world.
publishDate 2020
dc.date.none.fl_str_mv 2020-12-12T01:19:25Z
2020-12-12T01:19:25Z
2020-06-25
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/10.1016/j.scitotenv.2020.138067
Science of the Total Environment, v. 723.
1879-1026
0048-9697
http://hdl.handle.net/11449/198686
10.1016/j.scitotenv.2020.138067
2-s2.0-85082568991
url http://dx.doi.org/10.1016/j.scitotenv.2020.138067
http://hdl.handle.net/11449/198686
identifier_str_mv Science of the Total Environment, v. 723.
1879-1026
0048-9697
10.1016/j.scitotenv.2020.138067
2-s2.0-85082568991
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Science of the Total 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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