Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da UFRPE |
Texto Completo: | http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8320 |
Resumo: | Water resources play a fundamental role in the socioeconomic development of a region, and its disordered use has generated qualitative and quantitative problems. Erosive processes accentuated in river basins are extremely damaging to the health of water bodies. Due to the great obstacle in quantifying the sediment production in watersheds, as well as the effect of the basin scale on the hydrosedimentological processes, its estimation has been made through modeling. In general, the models are related to the physiographic, soil and climatic characteristics. The Soil and Water Assessment Tool (SWAT) integrated into the Geographic Information System (GIS) has been widely used in hydrosedimentological studies in river basins around the world, presenting good results. The choice of the hydrographic basin of the Ipojuca River was due to the fact that it is of great relevance to the State of Pernambuco, since it represents a water communication route between the backwoods and the Coast of Pernambuco and encompasses cities of great economic and tourist importance, The City of Caruaru, Bezerros, Gravatá and Ipojuca. The basin presents an environment of great complexity, evidencing in this way, climatic contractions, relief, soils, vegetation cover, as well as socioeconomic factors that require a model of water and environmental management, that meets the local peculiarities. The river Ipojuca has an extension of about 320 km crossing the physiographic regions of the wild, south woods and metropolitan. Throughout its course, largely intermittent, several problems of environmental degradation are observed, which gives it the classification of one of the most polluted in Brazil. Based on the aforementioned information, the present work seeks to estimate and analyze the spatial distribution of sediment production in the Ipojuca River basin through the SWAT model. The estimates generated by the model also allow the evaluation, besides sediment production, of deposition and transport in each sub-basin. The data of the model were compared with the data measured in the fluviometric station in the period between 1993 and 2006. The climatic data used to enter the model were obtained from the Global Weather Data for SWAT platform. Rainfall data were obtained from Agência Pernambucana de Águas e Clima (APAC) website for five stations in the basin. In the model entry, the land use and soil type maps and the digital terrain elevation model (MDE) were also used. However, the value of the Nash-Sutcliffe coefficient (NSE = - 1.4) was found to be statistically significant, indicating that there was good colinearity between the estimated and observed values (R2 = 0.74) Indicated that the means of the observed values represent better the flows than the simulated values. The value of the Agreement Index - PBIAS - (-28%) indicates that the model overestimated the field data unsatisfactorily. The sediment yield estimated by the model along the basin was quite heterogeneous, with higher values in the western portion. The spatial distribution of sediment yield simulated by SWAT, as well as its correlation with precipitation and surface runoff, was not satisfactory in several sub-basins, even when other influential parameters such as slope, elevation , Type and land use. The temporal evaluation of the sediment production was well correlated with the flow, indicating that the model presents good quantitative results, but it needs a calibration to improve the qualitative results. Therefore, it is suggested that the calibration of the model for the adequate hydrosedimentological simulation of the Ipojuca river basin be carried out. |
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CORRÊA, Marcus MetriCALDAS, Anildo MonteiroSILVA, Vicente de PauloPISSARRA, Teresa Cristina Tarléhttp://lattes.cnpq.br/1657307559976916GUSMÃO, Luciana de Omena2019-11-07T13:52:21Z2017-08-21GUSMÃO, Luciana de Omena. Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT. 2017. 99 f. Dissertação (Programa de Pós-Graduação em Engenharia Ambiental) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8320Water resources play a fundamental role in the socioeconomic development of a region, and its disordered use has generated qualitative and quantitative problems. Erosive processes accentuated in river basins are extremely damaging to the health of water bodies. Due to the great obstacle in quantifying the sediment production in watersheds, as well as the effect of the basin scale on the hydrosedimentological processes, its estimation has been made through modeling. In general, the models are related to the physiographic, soil and climatic characteristics. The Soil and Water Assessment Tool (SWAT) integrated into the Geographic Information System (GIS) has been widely used in hydrosedimentological studies in river basins around the world, presenting good results. The choice of the hydrographic basin of the Ipojuca River was due to the fact that it is of great relevance to the State of Pernambuco, since it represents a water communication route between the backwoods and the Coast of Pernambuco and encompasses cities of great economic and tourist importance, The City of Caruaru, Bezerros, Gravatá and Ipojuca. The basin presents an environment of great complexity, evidencing in this way, climatic contractions, relief, soils, vegetation cover, as well as socioeconomic factors that require a model of water and environmental management, that meets the local peculiarities. The river Ipojuca has an extension of about 320 km crossing the physiographic regions of the wild, south woods and metropolitan. Throughout its course, largely intermittent, several problems of environmental degradation are observed, which gives it the classification of one of the most polluted in Brazil. Based on the aforementioned information, the present work seeks to estimate and analyze the spatial distribution of sediment production in the Ipojuca River basin through the SWAT model. The estimates generated by the model also allow the evaluation, besides sediment production, of deposition and transport in each sub-basin. The data of the model were compared with the data measured in the fluviometric station in the period between 1993 and 2006. The climatic data used to enter the model were obtained from the Global Weather Data for SWAT platform. Rainfall data were obtained from Agência Pernambucana de Águas e Clima (APAC) website for five stations in the basin. In the model entry, the land use and soil type maps and the digital terrain elevation model (MDE) were also used. However, the value of the Nash-Sutcliffe coefficient (NSE = - 1.4) was found to be statistically significant, indicating that there was good colinearity between the estimated and observed values (R2 = 0.74) Indicated that the means of the observed values represent better the flows than the simulated values. The value of the Agreement Index - PBIAS - (-28%) indicates that the model overestimated the field data unsatisfactorily. The sediment yield estimated by the model along the basin was quite heterogeneous, with higher values in the western portion. The spatial distribution of sediment yield simulated by SWAT, as well as its correlation with precipitation and surface runoff, was not satisfactory in several sub-basins, even when other influential parameters such as slope, elevation , Type and land use. The temporal evaluation of the sediment production was well correlated with the flow, indicating that the model presents good quantitative results, but it needs a calibration to improve the qualitative results. Therefore, it is suggested that the calibration of the model for the adequate hydrosedimentological simulation of the Ipojuca river basin be carried out.Os recursos hídricos têm papel fundamental no desenvolvimento socioeconômico de uma região, e a utilização desordenada tem gerado problemas quali-quantitativos. Os processos erosivos acentuados em bacias hidrográficas são extremamente danosos à boa qualidade dos corpos hídricos. Devido ao grande entrave em quantificar a produção de sedimentos em bacias hidrográficas, assim como o efeito da escala da bacia sobre os processos hidrossedimentológicos, sua estimativa tem sido realizada por meio de modelagem. Em geral, os modelos são relacionados com as características fisiográficas, do solo e do clima. O modelo Soil and Water Assessment Tool (SWAT) integrado ao Sistema de Informação Geográfica (SIG) tem sido bastante utilizado em estudos hidrossedimentológicos em bacias hidrográficas em todo o mundo, apresentado bons resultados. A escolha da bacia hidrográfica do rio Ipojuca se deu pelo fato da sua grande relevância para o Estado de Pernambuco, pois representa um via de comunicação hídrica entre o Sertão e o Litoral do Estado e engloba cidades de grande importância econômica e turística, como exemplo, as Cidade de Caruaru, Bezerros, Gravatá e Ipojuca. A bacia apresenta um ambiente de grande complexidade, evidenciando dessa forma, contrastes climáticos, de relevo, de solos, de cobertura vegetal, além de fatores socioeconômicos que exigem um modelo de gestão hídrica e ambiental, que atenda as peculiaridades locais. O rio Ipojuca tem uma extensão de cerca de 320 km cruzando as regiões fisiográficas do agreste, mata sul e metropolitana. Ao longo do seu percurso, extensivamente com regime hídrico temporário, é observado diversos problemas de degradação ambiental, o que lhe rende a classificação de um dos mais poluídos do Brasil. Baseado nas informações supracitadas, o presente trabalho busca estimar a vazão e analisar a distribuição espacial da produção de sedimentos na Bacia hidrográfica do Rio Ipojuca no modelo SWAT. As estimativas geradas pelo modelo permitem também que sejam avaliadas, além da produção de sedimentos, a deposição e o transporte em cada sub-bacia. Os dados do modelo foram comparados com os dados medidos na estação fluviométrica no período compreendido entre 1993 e 2006. Os dados climáticos utilizados na entrada no modelo foram obtidos na plataforma Global Weather Data for SWAT, os dados pluviométricos foram obtidos no sítio eletrônico da Agência Pernambucana de Águas e Clima – APAC – para cinco estações contidas na bacia. Utilizou-se ainda, na entrada do modelo, os mapas do uso e tipo de solo e o modelo de elevação digital do terreno (MDE). A análise dos parâmetros estatísticos que avaliam a eficiência do modelo apontaram que houve boa colinearidade entre os valores estimados e observados (R2=0,74). No entanto, o valor do coeficiente de Nash-Sutcliffe (NSE = -1,4) indicou que as médias dos valores observados representam melhor as vazões do que os valores simulados. Já o valor do Índice de Acordo – PBIAS – (-28%) indica que o modelo superestimou de forma insatisfatória os dados de campo. A produção de sedimentos estimada pelo modelo ao longo da bacia foi bastante heterogênea, com maiores valores na porção oeste. A distribuição espacial da produção de sedimentos simulada pelo SWAT, assim como, a sua correlação com a precipitação e o escoamento superficial não se mostrou satisfatória em diversas sub-bacias, mesmo quando foi avaliado outros parâmetros influentes, tais como, declividade, elevação, tipo e uso do solo. A avaliação temporal da produção de sedimento se mostrou bem correlacionada com o escoamento, indicando que o modelo apresenta bons resultados quantitativos, mas necessita de calibração para melhorar os resultados qualitativos. Sugere-se, portanto, que seja realizado a calibração do modelo para a adequada simulação hidrossedimentológica da bacia do rio Ipojuca.Submitted by Mario BC (mario@bc.ufrpe.br) on 2019-11-07T13:52:21Z No. of bitstreams: 1 Luciana de Omena Gusmao.pdf: 2026727 bytes, checksum: 021df3999b764c86bd53ad0fe85848e8 (MD5)Made available in DSpace on 2019-11-07T13:52:21Z (GMT). No. of bitstreams: 1 Luciana de Omena Gusmao.pdf: 2026727 bytes, checksum: 021df3999b764c86bd53ad0fe85848e8 (MD5) Previous issue date: 2017-08-21application/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Engenharia AmbientalUFRPEBrasilDepartamento de Tecnologia RuralBacia hidrográficaSedimento fluvialDistribuição espacialModelo SWATENGENHARIA AGRICOLA::ENGENHARIA DE AGUA E SOLOModelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWATinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis348359349560412580160060060076777727858717775528091417577959244317info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPEORIGINALLuciana de Omena Gusmao.pdfLuciana de Omena Gusmao.pdfapplication/pdf2026727http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/8320/2/Luciana+de+Omena+Gusmao.pdf021df3999b764c86bd53ad0fe85848e8MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/8320/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede2/83202019-11-07 10:52:21.868oai:tede2: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Biblioteca Digital de Teses e Dissertaçõeshttp://www.tede2.ufrpe.br:8080/tede/PUBhttp://www.tede2.ufrpe.br:8080/oai/requestbdtd@ufrpe.br ||bdtd@ufrpe.bropendoar:2024-05-28T12:36:49.114208Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false |
dc.title.por.fl_str_mv |
Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT |
title |
Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT |
spellingShingle |
Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT GUSMÃO, Luciana de Omena Bacia hidrográfica Sedimento fluvial Distribuição espacial Modelo SWAT ENGENHARIA AGRICOLA::ENGENHARIA DE AGUA E SOLO |
title_short |
Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT |
title_full |
Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT |
title_fullStr |
Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT |
title_full_unstemmed |
Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT |
title_sort |
Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT |
author |
GUSMÃO, Luciana de Omena |
author_facet |
GUSMÃO, Luciana de Omena |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
CORRÊA, Marcus Metri |
dc.contributor.advisor-co1.fl_str_mv |
CALDAS, Anildo Monteiro |
dc.contributor.referee1.fl_str_mv |
SILVA, Vicente de Paulo |
dc.contributor.referee2.fl_str_mv |
PISSARRA, Teresa Cristina Tarlé |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/1657307559976916 |
dc.contributor.author.fl_str_mv |
GUSMÃO, Luciana de Omena |
contributor_str_mv |
CORRÊA, Marcus Metri CALDAS, Anildo Monteiro SILVA, Vicente de Paulo PISSARRA, Teresa Cristina Tarlé |
dc.subject.por.fl_str_mv |
Bacia hidrográfica Sedimento fluvial Distribuição espacial Modelo SWAT |
topic |
Bacia hidrográfica Sedimento fluvial Distribuição espacial Modelo SWAT ENGENHARIA AGRICOLA::ENGENHARIA DE AGUA E SOLO |
dc.subject.cnpq.fl_str_mv |
ENGENHARIA AGRICOLA::ENGENHARIA DE AGUA E SOLO |
description |
Water resources play a fundamental role in the socioeconomic development of a region, and its disordered use has generated qualitative and quantitative problems. Erosive processes accentuated in river basins are extremely damaging to the health of water bodies. Due to the great obstacle in quantifying the sediment production in watersheds, as well as the effect of the basin scale on the hydrosedimentological processes, its estimation has been made through modeling. In general, the models are related to the physiographic, soil and climatic characteristics. The Soil and Water Assessment Tool (SWAT) integrated into the Geographic Information System (GIS) has been widely used in hydrosedimentological studies in river basins around the world, presenting good results. The choice of the hydrographic basin of the Ipojuca River was due to the fact that it is of great relevance to the State of Pernambuco, since it represents a water communication route between the backwoods and the Coast of Pernambuco and encompasses cities of great economic and tourist importance, The City of Caruaru, Bezerros, Gravatá and Ipojuca. The basin presents an environment of great complexity, evidencing in this way, climatic contractions, relief, soils, vegetation cover, as well as socioeconomic factors that require a model of water and environmental management, that meets the local peculiarities. The river Ipojuca has an extension of about 320 km crossing the physiographic regions of the wild, south woods and metropolitan. Throughout its course, largely intermittent, several problems of environmental degradation are observed, which gives it the classification of one of the most polluted in Brazil. Based on the aforementioned information, the present work seeks to estimate and analyze the spatial distribution of sediment production in the Ipojuca River basin through the SWAT model. The estimates generated by the model also allow the evaluation, besides sediment production, of deposition and transport in each sub-basin. The data of the model were compared with the data measured in the fluviometric station in the period between 1993 and 2006. The climatic data used to enter the model were obtained from the Global Weather Data for SWAT platform. Rainfall data were obtained from Agência Pernambucana de Águas e Clima (APAC) website for five stations in the basin. In the model entry, the land use and soil type maps and the digital terrain elevation model (MDE) were also used. However, the value of the Nash-Sutcliffe coefficient (NSE = - 1.4) was found to be statistically significant, indicating that there was good colinearity between the estimated and observed values (R2 = 0.74) Indicated that the means of the observed values represent better the flows than the simulated values. The value of the Agreement Index - PBIAS - (-28%) indicates that the model overestimated the field data unsatisfactorily. The sediment yield estimated by the model along the basin was quite heterogeneous, with higher values in the western portion. The spatial distribution of sediment yield simulated by SWAT, as well as its correlation with precipitation and surface runoff, was not satisfactory in several sub-basins, even when other influential parameters such as slope, elevation , Type and land use. The temporal evaluation of the sediment production was well correlated with the flow, indicating that the model presents good quantitative results, but it needs a calibration to improve the qualitative results. Therefore, it is suggested that the calibration of the model for the adequate hydrosedimentological simulation of the Ipojuca river basin be carried out. |
publishDate |
2017 |
dc.date.issued.fl_str_mv |
2017-08-21 |
dc.date.accessioned.fl_str_mv |
2019-11-07T13:52:21Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
GUSMÃO, Luciana de Omena. Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT. 2017. 99 f. Dissertação (Programa de Pós-Graduação em Engenharia Ambiental) - Universidade Federal Rural de Pernambuco, Recife. |
dc.identifier.uri.fl_str_mv |
http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8320 |
identifier_str_mv |
GUSMÃO, Luciana de Omena. Modelagem hidrossedimentológica de uma bacia hidrográfica no Estado de Pernambuco utilizando o modelo SWAT. 2017. 99 f. Dissertação (Programa de Pós-Graduação em Engenharia Ambiental) - Universidade Federal Rural de Pernambuco, Recife. |
url |
http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8320 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.program.fl_str_mv |
3483593495604125801 |
dc.relation.confidence.fl_str_mv |
600 600 600 |
dc.relation.department.fl_str_mv |
7677772785871777552 |
dc.relation.cnpq.fl_str_mv |
8091417577959244317 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Federal Rural de Pernambuco |
dc.publisher.program.fl_str_mv |
Programa de Pós-Graduação em Engenharia Ambiental |
dc.publisher.initials.fl_str_mv |
UFRPE |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Departamento de Tecnologia Rural |
publisher.none.fl_str_mv |
Universidade Federal Rural de Pernambuco |
dc.source.none.fl_str_mv |
reponame:Biblioteca Digital de Teses e Dissertações da UFRPE instname:Universidade Federal Rural de Pernambuco (UFRPE) instacron:UFRPE |
instname_str |
Universidade Federal Rural de Pernambuco (UFRPE) |
instacron_str |
UFRPE |
institution |
UFRPE |
reponame_str |
Biblioteca Digital de Teses e Dissertações da UFRPE |
collection |
Biblioteca Digital de Teses e Dissertações da UFRPE |
bitstream.url.fl_str_mv |
http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/8320/2/Luciana+de+Omena+Gusmao.pdf http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/8320/1/license.txt |
bitstream.checksum.fl_str_mv |
021df3999b764c86bd53ad0fe85848e8 bd3efa91386c1718a7f26a329fdcb468 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE) |
repository.mail.fl_str_mv |
bdtd@ufrpe.br ||bdtd@ufrpe.br |
_version_ |
1810102262062645248 |