Influência da resolução espacial do pixel na aplicação do modelo de simulação SWAT na bacia hidrografica do rio Guaporé, RS.

Detalhes bibliográficos
Ano de defesa: 2014
Autor(a) principal: Fensterseifer, Sandro Luciano Barreto lattes
Orientador(a): Reichert, José Miguel lattes
Banca de defesa: Pereira, Rudiney Soares lattes, Swarowsky, Alexandre lattes, Kemerich, Pedro Daniel da Cunha lattes
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Santa Maria
Programa de Pós-Graduação: Programa de Pós-Graduação em Engenharia Florestal
Departamento: Recursos Florestais e Engenharia Florestal
País: BR
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://repositorio.ufsm.br/handle/1/3774
Resumo: Today we know the need to preserve environmental resources, which include soils and hydrology. Estimates of water loss and soil erosion are held in different countries, using empirical or conceptual models such as SWAT (Soil and Water Assessment Tool), used to predict the impact of changes in the use and soil management, among others on soil loss and the flow of the watercourse. This model, through their routines, is able to simulate and quantify in a watershed as the dynamics of water flow and sediment occurs, the supply of information on the maps and tabular data format is required. This thesis set up two goals: first to identify the most appropriate spatial resolution for simulations, comparing the measured field data with simulated data flow and sediment yield. To this end, we analyzed how the product image affected the performance of the SWAT simulation application without being calibrated by changing their spatial resolutions of 10, 30, 50, 100 and 200 meters. After there were three analysis processes to determine which resolution gave better results of simulation, called analysis of percentage, and statistical regression, concluding that the image with 200 meter resolution showed the best results of simulation of liquid flow in the channel and without sediment transport model calibration. The second objective is to perform a simulation for basin Guapore validate and calibrate the model for liquid flow, analyzing the results for the sediment delivery with a period of 10 years of data. Performed the simulation is performed sensitivity analysis indicated that seven parameters as the most sensitive. Then ensued for calibration, effecting to change these parameters manually for flow and later to sediment production. Was used to analyze the efficiency calibration, the coefficient of efficiency. According to bibliography, this should keep values above 0.50 to be considered calibrated. For flow data were obtained for a range of average six years analyzed 0, 578 After calibration values, executed to validate the model using a seven-year period, reaching up to data an average flow of 0.68 COE. The model presented below one year with values determined by the bibliography, being satisfactory calibration and validation. As for the transport of sediment was not possible to calibrate and validate the model because the coefficient of efficiency showed high values, inferring that the main causes have been simplifying the soil loss equation uses the simulator to make some calculations, especially related to the length and steepness of slope, and basin size. Furthermore, by deducting the measured sediment data showed high variability within months of the years, making it difficult adjusting the parameters. It was concluded that the simulation process is valid for analysis and establishment of public conservation measures and preventive use of environmental resources, especially those related to the cultivation of land, and that the most appropriate spatial resolution of 200 meters for large basins. This resolution is not, perhaps, the reality for small basins, further studies should be performed.
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spelling 2015-05-142015-05-142014-08-14FENSTERSEIFER, Sandro Luciano Barreto. APPLICATION OF SWAT MODEL SIMULATION IN GUAPORE-RS HYDROGRAPHIC BASIN WITH PATTERNS OF SPATIAL RESOLUTION AMENDING THE PIXEL. 2014. 172 f. Tese (Doutorado em Recursos Florestais e Engenharia Florestal) - Universidade Federal de Santa Maria, Santa Maria, 2014.http://repositorio.ufsm.br/handle/1/3774Today we know the need to preserve environmental resources, which include soils and hydrology. Estimates of water loss and soil erosion are held in different countries, using empirical or conceptual models such as SWAT (Soil and Water Assessment Tool), used to predict the impact of changes in the use and soil management, among others on soil loss and the flow of the watercourse. This model, through their routines, is able to simulate and quantify in a watershed as the dynamics of water flow and sediment occurs, the supply of information on the maps and tabular data format is required. This thesis set up two goals: first to identify the most appropriate spatial resolution for simulations, comparing the measured field data with simulated data flow and sediment yield. To this end, we analyzed how the product image affected the performance of the SWAT simulation application without being calibrated by changing their spatial resolutions of 10, 30, 50, 100 and 200 meters. After there were three analysis processes to determine which resolution gave better results of simulation, called analysis of percentage, and statistical regression, concluding that the image with 200 meter resolution showed the best results of simulation of liquid flow in the channel and without sediment transport model calibration. The second objective is to perform a simulation for basin Guapore validate and calibrate the model for liquid flow, analyzing the results for the sediment delivery with a period of 10 years of data. Performed the simulation is performed sensitivity analysis indicated that seven parameters as the most sensitive. Then ensued for calibration, effecting to change these parameters manually for flow and later to sediment production. Was used to analyze the efficiency calibration, the coefficient of efficiency. According to bibliography, this should keep values above 0.50 to be considered calibrated. For flow data were obtained for a range of average six years analyzed 0, 578 After calibration values, executed to validate the model using a seven-year period, reaching up to data an average flow of 0.68 COE. The model presented below one year with values determined by the bibliography, being satisfactory calibration and validation. As for the transport of sediment was not possible to calibrate and validate the model because the coefficient of efficiency showed high values, inferring that the main causes have been simplifying the soil loss equation uses the simulator to make some calculations, especially related to the length and steepness of slope, and basin size. Furthermore, by deducting the measured sediment data showed high variability within months of the years, making it difficult adjusting the parameters. It was concluded that the simulation process is valid for analysis and establishment of public conservation measures and preventive use of environmental resources, especially those related to the cultivation of land, and that the most appropriate spatial resolution of 200 meters for large basins. This resolution is not, perhaps, the reality for small basins, further studies should be performed.Sabe-se da necessidade de preservar os recursos ambientais, onde incluem-se os solos e a hidrologia. Estimativas da perda de água e solo por erosão são realizadas em diversos países, utilizando-se modelos empíricos ou conceituais, como o SWAT (Soil and Water Assessment Tool), utilizado para predizer o impacto das alterações no uso e no manejo do solo, entre outros, sobre a perda de solo e a vazão de curso de água. Este modelo, através de suas rotinas, tem condições de simular e quantificar em uma bacia hidrográfica como ocorre a dinâmica de fluxo de água e sedimentos, sendo necessário o abastecimento de informações no formato de mapas e dados tabulados. Nesta tese estabeleceram-se dois objetivos: o primeiro identificar qual a resolução espacial mais adequada para simulações, comparando-se dados medidos a campo com dados simulados de vazão e produção de sedimentos. Para tanto, analisou-se como o produto imagem afetou o desempenho de simulação do aplicativo SWAT sem estar calibrado, alterando-se as respectivas resoluções espaciais das imagens em 10, 30, 50, 100 e 200 metros. Após realizaram-se três processos de análise para determinar qual resolução gerou melhores resultados de simulação, denominadas de análise de percentagem, estatística e regressão, concluindo-se que a imagem com 200 metros de resolução apresentou os melhores resultados de simulação de vazão liquida no canal e transporte de sedimentos sem a calibração do modelo. O segundo objetivo é realizar uma simulação para a bacia de Guaporé validar e calibrar o modelo para vazão líquida, analisando-se os resultados para o aporte de sedimentos com um período de 10 anos de dados. Realizada a simulação, executou-se análise de sensibilidade que indicou sete parâmetros como os mais sensíveis. Seguiu-se, então, para calibração, efetivando-se a mudança destes parâmetros de forma manual para vazão e posteriormente para produção de sedimentos. Utilizou-se, para analisar a eficiência da calibração, o coeficiente de eficiência. Conforme a bibliografia, este deverá manter valores acima de 0,50 para ser considerado como calibrado. Para os dados de vazão obtiveram-se valores médios para um intervalo de seis anos, analisados de 0, 578. Após a calibração, executou-se a validação do modelo utilizando-se um período de sete anos, alcançando-se para os dados de vazão um valor médio de COE de 0,68. O modelo apresentou um ano com valores abaixo do determinado pela bibliografia, sendo satisfatória a calibração e validação. Já para o transporte de sedimentos não foi possível calibrar o modelo e validar, pois o coeficiente de eficiência apresentou valores elevados, inferindo-se que as principais causas foram a simplificação da equação de perdas de solo que o simulador utiliza para fazer alguns cálculos, principalmente relacionados ao comprimento de rampa e declividade, e o tamanho da bacia. Além disso, deduzindo-se que os dados de sedimentos medidos apresentaram uma alta variabilidade dentro dos meses nos anos, o que dificultou o ajuste dos parâmetros. Concluiu-se que o processo de simulação é valido para análises e estabelecimento de medidas públicas de conservação e uso preventivo dos recursos ambientais, principalmente aqueles relacionados ao cultivo de solos, e que a resolução espacial mais adequada é de 200 metros para grandes bacias. Esta resolução não é, talvez, a realidade para pequenas bacias, devendo ser realizado estudos complementares.application/pdfporUniversidade Federal de Santa MariaPrograma de Pós-Graduação em Engenharia FlorestalUFSMBRRecursos Florestais e Engenharia FlorestalSimulador hidrológicoResolução espacialProdução de sedimentosHydrological simulatorSpatial resolutionSediment yieldCNPQ::CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTALInfluência da resolução espacial do pixel na aplicação do modelo de simulação SWAT na bacia hidrografica do rio Guaporé, RS.Application of SWAT model simulation in Guapore-RS hydrographic basin with patterns of spatial resolution amending the pixelinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisReichert, José Miguelhttp://lattes.cnpq.br/0910765178697312Pereira, Rudiney Soareshttp://lattes.cnpq.br/9479801378014588Swarowsky, Alexandrehttp://lattes.cnpq.br/9525157123018041Kemerich, Pedro Daniel da Cunhahttp://lattes.cnpq.br/1559795466706150http://lattes.cnpq.br/3540356166373835Fensterseifer, Sandro Luciano Barreto500200000003400500300300300300a85444db-3c89-4606-bf03-0e1915842baa10e5aa88-78ff-492f-ac79-660c44e8a9b72e2c4334-85e2-44df-a79c-cec0090a6040ffeb5f69-36a6-412c-8ac4-ab0ecfc1beed577b956c-56c6-43e1-be86-20fe050faf44info:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMORIGINALFENSTERSEIFER, SANDRO LUCIANO BARRETO.pdfapplication/pdf3846937http://repositorio.ufsm.br/bitstream/1/3774/1/FENSTERSEIFER%2c%20SANDRO%20LUCIANO%20BARRETO.pdf2f9e07401496cf543ecfcb41a247d837MD51TEXTFENSTERSEIFER, SANDRO LUCIANO BARRETO.pdf.txtFENSTERSEIFER, SANDRO LUCIANO BARRETO.pdf.txtExtracted texttext/plain321226http://repositorio.ufsm.br/bitstream/1/3774/2/FENSTERSEIFER%2c%20SANDRO%20LUCIANO%20BARRETO.pdf.txtc59f2d803f536626f5b45ba0c509b0cfMD52THUMBNAILFENSTERSEIFER, SANDRO LUCIANO BARRETO.pdf.jpgFENSTERSEIFER, SANDRO LUCIANO BARRETO.pdf.jpgIM Thumbnailimage/jpeg5184http://repositorio.ufsm.br/bitstream/1/3774/3/FENSTERSEIFER%2c%20SANDRO%20LUCIANO%20BARRETO.pdf.jpg3975b9bbd20c2a2c7598fd2d9e8f0fe8MD531/37742021-11-22 16:13:30.547oai:repositorio.ufsm.br:1/3774Repositório Institucionalhttp://repositorio.ufsm.br/PUBhttp://repositorio.ufsm.br/oai/requestopendoar:39132021-11-22T19:13:30Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.por.fl_str_mv Influência da resolução espacial do pixel na aplicação do modelo de simulação SWAT na bacia hidrografica do rio Guaporé, RS.
dc.title.alternative.eng.fl_str_mv Application of SWAT model simulation in Guapore-RS hydrographic basin with patterns of spatial resolution amending the pixel
title Influência da resolução espacial do pixel na aplicação do modelo de simulação SWAT na bacia hidrografica do rio Guaporé, RS.
spellingShingle Influência da resolução espacial do pixel na aplicação do modelo de simulação SWAT na bacia hidrografica do rio Guaporé, RS.
Fensterseifer, Sandro Luciano Barreto
Simulador hidrológico
Resolução espacial
Produção de sedimentos
Hydrological simulator
Spatial resolution
Sediment yield
CNPQ::CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL
title_short Influência da resolução espacial do pixel na aplicação do modelo de simulação SWAT na bacia hidrografica do rio Guaporé, RS.
title_full Influência da resolução espacial do pixel na aplicação do modelo de simulação SWAT na bacia hidrografica do rio Guaporé, RS.
title_fullStr Influência da resolução espacial do pixel na aplicação do modelo de simulação SWAT na bacia hidrografica do rio Guaporé, RS.
title_full_unstemmed Influência da resolução espacial do pixel na aplicação do modelo de simulação SWAT na bacia hidrografica do rio Guaporé, RS.
title_sort Influência da resolução espacial do pixel na aplicação do modelo de simulação SWAT na bacia hidrografica do rio Guaporé, RS.
author Fensterseifer, Sandro Luciano Barreto
author_facet Fensterseifer, Sandro Luciano Barreto
author_role author
dc.contributor.advisor1.fl_str_mv Reichert, José Miguel
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0910765178697312
dc.contributor.referee1.fl_str_mv Pereira, Rudiney Soares
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/9479801378014588
dc.contributor.referee2.fl_str_mv Swarowsky, Alexandre
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/9525157123018041
dc.contributor.referee3.fl_str_mv Kemerich, Pedro Daniel da Cunha
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/1559795466706150
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/3540356166373835
dc.contributor.author.fl_str_mv Fensterseifer, Sandro Luciano Barreto
contributor_str_mv Reichert, José Miguel
Pereira, Rudiney Soares
Swarowsky, Alexandre
Kemerich, Pedro Daniel da Cunha
dc.subject.por.fl_str_mv Simulador hidrológico
Resolução espacial
Produção de sedimentos
topic Simulador hidrológico
Resolução espacial
Produção de sedimentos
Hydrological simulator
Spatial resolution
Sediment yield
CNPQ::CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL
dc.subject.eng.fl_str_mv Hydrological simulator
Spatial resolution
Sediment yield
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL
description Today we know the need to preserve environmental resources, which include soils and hydrology. Estimates of water loss and soil erosion are held in different countries, using empirical or conceptual models such as SWAT (Soil and Water Assessment Tool), used to predict the impact of changes in the use and soil management, among others on soil loss and the flow of the watercourse. This model, through their routines, is able to simulate and quantify in a watershed as the dynamics of water flow and sediment occurs, the supply of information on the maps and tabular data format is required. This thesis set up two goals: first to identify the most appropriate spatial resolution for simulations, comparing the measured field data with simulated data flow and sediment yield. To this end, we analyzed how the product image affected the performance of the SWAT simulation application without being calibrated by changing their spatial resolutions of 10, 30, 50, 100 and 200 meters. After there were three analysis processes to determine which resolution gave better results of simulation, called analysis of percentage, and statistical regression, concluding that the image with 200 meter resolution showed the best results of simulation of liquid flow in the channel and without sediment transport model calibration. The second objective is to perform a simulation for basin Guapore validate and calibrate the model for liquid flow, analyzing the results for the sediment delivery with a period of 10 years of data. Performed the simulation is performed sensitivity analysis indicated that seven parameters as the most sensitive. Then ensued for calibration, effecting to change these parameters manually for flow and later to sediment production. Was used to analyze the efficiency calibration, the coefficient of efficiency. According to bibliography, this should keep values above 0.50 to be considered calibrated. For flow data were obtained for a range of average six years analyzed 0, 578 After calibration values, executed to validate the model using a seven-year period, reaching up to data an average flow of 0.68 COE. The model presented below one year with values determined by the bibliography, being satisfactory calibration and validation. As for the transport of sediment was not possible to calibrate and validate the model because the coefficient of efficiency showed high values, inferring that the main causes have been simplifying the soil loss equation uses the simulator to make some calculations, especially related to the length and steepness of slope, and basin size. Furthermore, by deducting the measured sediment data showed high variability within months of the years, making it difficult adjusting the parameters. It was concluded that the simulation process is valid for analysis and establishment of public conservation measures and preventive use of environmental resources, especially those related to the cultivation of land, and that the most appropriate spatial resolution of 200 meters for large basins. This resolution is not, perhaps, the reality for small basins, further studies should be performed.
publishDate 2014
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dc.identifier.citation.fl_str_mv FENSTERSEIFER, Sandro Luciano Barreto. APPLICATION OF SWAT MODEL SIMULATION IN GUAPORE-RS HYDROGRAPHIC BASIN WITH PATTERNS OF SPATIAL RESOLUTION AMENDING THE PIXEL. 2014. 172 f. Tese (Doutorado em Recursos Florestais e Engenharia Florestal) - Universidade Federal de Santa Maria, Santa Maria, 2014.
dc.identifier.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/3774
identifier_str_mv FENSTERSEIFER, Sandro Luciano Barreto. APPLICATION OF SWAT MODEL SIMULATION IN GUAPORE-RS HYDROGRAPHIC BASIN WITH PATTERNS OF SPATIAL RESOLUTION AMENDING THE PIXEL. 2014. 172 f. Tese (Doutorado em Recursos Florestais e Engenharia Florestal) - Universidade Federal de Santa Maria, Santa Maria, 2014.
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