Landscape changes in avulsive river systems: Case study of Taquari River on Brazilian Pantanal wetlands
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , |
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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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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1808128418265432064 |