Modelagem e cenários hidrológicos em bacia representativa da Mata Atlântica no Sul do Brasil

Detalhes bibliográficos
Ano de defesa: 2013
Autor(a) principal: Marcon, Iris Rodrigues
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
dARK ID: ark:/26339/001300000bz28
Idioma: por
Instituição de defesa: Universidade Federal de Santa Maria
BR
Engenharia Civil
UFSM
Programa de Pós-Graduação em Engenharia Civil
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: http://repositorio.ufsm.br/handle/1/7841
Resumo: Human actions modify the environment and increase the degradation of water resources, which are limited and fundamental to the maintenance of life. Thus, it is vital that these resources are quantified, so they can be evaluated and protected, in search of self-sustainability. The application of a hydrological model allows the simulation of different scenarios, becoming a tool for planning and management for the respective committee of the basin, where alternative uses can be simulated beforehand and measures for the preservation of the same. Hydrological processes, such as climatic variables, change the water regime and the hydrological response of the basin. This study presents the results of the simulations with the SWAT (Soil and Water Assessment Tool) model in a small watershed in Southern Brazil (latitude 29°38'37.49" and longitude 53°48'21.99"), representative of the Atlantic Forest biome. This area was monitored by two sequential stations, each one with one rain gauge and one stage gauge, having a contribution area of 4.5 km² and 12 km ² respectively. The altitudes in the basin range from 316 m to 431 m and vegetation is predominantly composed of 55% of native forest and 39% of native pasture. The simulated period was from June 2008 to December 2009, corresponding to the period of monitoring. The temperature ranged from -2.2°C to 39.2°C. The annual rainfall average ranged between 2005 mm and 2250 mm. The quality of the results was characterized by the Nash-Sutcliffe efficiency index (NSE) and by the coefficient of determination (R²). The model was evaluated in a monthly and daily time step. At the monthly time step, the values obtained for NSE, in the calibration phase, were 0.80 and 0.60, respectively for the two sections. The values obtained for the R² were 0.81 and 0.61 in the same sections. In the daily time step, values obtained for NSE, in the calibration phase, was 0.36, for both sections. For R², these values were 0.38 and 0.37 in the respective sections. These results show that the fit was good for monthly values, but not for the daily. Due to the short period of monitoring, the validation of the model results was realized with the observed data from the middle section, with an area of 4.5 km². The values obtained for the NSE in the validation phase were 0.75 and 0.37 for the monthly and daily time step respectively, and for R², 0.75 and 0.37 for the monthly and daily values, which validate the fit. These results are in agreement with the values found by Paiva and Paiva (2006), who evaluated the SWAT in a downstream section, in the same basin, with an area of 18 km². These results show that the SWAT model fits well in this region with monthly time step. Probably, the low values of the adjustment for the daily time step and the main problems of using the model are due to the size of the basin, the short period of observed data and the need for more information on the physical characterization of the soil. Future climatic scenarios A2 (reflects the high emission of greenhouse gases and is considered pessimist) and B2 (reflects the low emission of greenhouse gases and is considered optimist) show that the maximum flows reach more extreme values in the future, the average temperature, maximum and minimum showed a variation of about 1° C. The pessimistic scenario considered A2 showed more extreme values so calculated as to the input data of water flow.
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spelling Modelagem e cenários hidrológicos em bacia representativa da Mata Atlântica no Sul do BrasilModeling and scenarios hydrologic in a watershed representative of the Atlantic Forest in Southern BrazilModelagem hidrológicaCenários climáticos futurosHydrological modelingSWATFuture climatic scenariosCNPQ::ENGENHARIAS::ENGENHARIA CIVILHuman actions modify the environment and increase the degradation of water resources, which are limited and fundamental to the maintenance of life. Thus, it is vital that these resources are quantified, so they can be evaluated and protected, in search of self-sustainability. The application of a hydrological model allows the simulation of different scenarios, becoming a tool for planning and management for the respective committee of the basin, where alternative uses can be simulated beforehand and measures for the preservation of the same. Hydrological processes, such as climatic variables, change the water regime and the hydrological response of the basin. This study presents the results of the simulations with the SWAT (Soil and Water Assessment Tool) model in a small watershed in Southern Brazil (latitude 29°38'37.49" and longitude 53°48'21.99"), representative of the Atlantic Forest biome. This area was monitored by two sequential stations, each one with one rain gauge and one stage gauge, having a contribution area of 4.5 km² and 12 km ² respectively. The altitudes in the basin range from 316 m to 431 m and vegetation is predominantly composed of 55% of native forest and 39% of native pasture. The simulated period was from June 2008 to December 2009, corresponding to the period of monitoring. The temperature ranged from -2.2°C to 39.2°C. The annual rainfall average ranged between 2005 mm and 2250 mm. The quality of the results was characterized by the Nash-Sutcliffe efficiency index (NSE) and by the coefficient of determination (R²). The model was evaluated in a monthly and daily time step. At the monthly time step, the values obtained for NSE, in the calibration phase, were 0.80 and 0.60, respectively for the two sections. The values obtained for the R² were 0.81 and 0.61 in the same sections. In the daily time step, values obtained for NSE, in the calibration phase, was 0.36, for both sections. For R², these values were 0.38 and 0.37 in the respective sections. These results show that the fit was good for monthly values, but not for the daily. Due to the short period of monitoring, the validation of the model results was realized with the observed data from the middle section, with an area of 4.5 km². The values obtained for the NSE in the validation phase were 0.75 and 0.37 for the monthly and daily time step respectively, and for R², 0.75 and 0.37 for the monthly and daily values, which validate the fit. These results are in agreement with the values found by Paiva and Paiva (2006), who evaluated the SWAT in a downstream section, in the same basin, with an area of 18 km². These results show that the SWAT model fits well in this region with monthly time step. Probably, the low values of the adjustment for the daily time step and the main problems of using the model are due to the size of the basin, the short period of observed data and the need for more information on the physical characterization of the soil. Future climatic scenarios A2 (reflects the high emission of greenhouse gases and is considered pessimist) and B2 (reflects the low emission of greenhouse gases and is considered optimist) show that the maximum flows reach more extreme values in the future, the average temperature, maximum and minimum showed a variation of about 1° C. The pessimistic scenario considered A2 showed more extreme values so calculated as to the input data of water flow.Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorAs ações antrópicas modificam o meio ambiente e aumentam o processo de degradação dos recursos hídricos, os quais são limitados e fundamentais à manutenção da vida. Deste modo, é vital que estes recursos sejam quantificados, para que possam ser avaliados e protegidos, em busca da auto-sustentabilidade. A aplicação de um modelo hidrológico possibilita a simulação de diferentes cenários, constituindo-se uma ferramenta de planejamento e gestão para o respectivo comitê da bacia, onde alternativas de uso poderão ser simuladas e medidas previamente para a preservação da mesma. Processos hidrológicos, como as variáveis climáticas, alteram o regime hídrico e a resposta hidrológica da bacia. Este trabalho apresenta os resultados da simulação com o modelo SWAT (Soil and Water Assessment Tool) em uma pequena bacia representativa do Bioma Mata Atlântica, no Sul do Brasil (latitude 29°38'37,49" e longitude 53°48'21,99"), monitorada por duas estações fluviográficas/pluviográficas seqüenciais, com área de contribuição de 4,5 Km² e 12 km² respectivamente. As altitudes na bacia variam de 316,21 m a 431,21 m e a cobertura vegetal predominante é composta por 55% de mata nativa e 39 % de campo nativo. O período simulado foi de junho de 2008 a dezembro de 2009, correspondendo ao período de monitoramento. A temperatura variou entre -2,2 °C a 39,2 °C. A precipitação média anual variou entre 2005 mm e 2250 mm. A qualidade do ajuste dos resultados foi caracterizada pelo índice de eficiência de Nash-Sutcliffe (NSE) e pelo coeficiente de determinação R². O modelo foi avaliado na escala mensal e diária. Na escala mensal os valores obtidos para NSE, na fase de calibração, foram de 0,80 e 0,60, respectivamente para as duas seções. Os valores obtidos para o R² foram 0,81 e 0,61 nas mesmas seções. Na escala diária os valores obtidos para NSE, na fase de calibração, foram de 0,36, para ambas as seções e os valores obtidos para o R² foram 0,38 e 0,37 nas respectivas seções. Estes resultados mostram que o ajuste foi satisfatório para valores mensais, o mesmo não ocorrendo para valores diários. Devido ao pequeno período de monitoramento, para a verificação da qualidade do ajuste dos resultados do modelo utilizou-se os resultados obtidos na seção fluviométrica intermediária, com área de 4,5 Km². Os valores obtidos para o índice de eficiência de Nash-Sutcliffe (NSE) na verificação foram 0,75 para simulação mensal e 0,37 para a simulação diária e os valores obtidos para o coeficiente de determinação (R²) foram 0,75 para valores mensais e 0,37 para valores diários, o que valida o ajuste obtido. Estes resultados estão em concordância com os valores encontrados por Paiva e Paiva (2006), que avaliaram o SWAT em uma seção de jusante, na mesma bacia, com área de 18 km². Os resultados mostram que o modelo SWAT se adapta bem nesta região com discretização mensal. Provavelmente, os baixos valores de ajuste na calibração diária e os principais problemas de utilização do modelo são devidos ao tamanho da bacia, ao pequeno período de dados e a necessidade de maiores informações sobre a caracterização física do solo. Os cenários climáticos futuros A2 (reflete a alta emissão de gases de efeito estufa, sendo considerado pessimista) e B2 (reflete a baixa emissão de gases de efeito estufa, sendo considerado otimista) mostraram que as vazões máximas poderão alcançar valores mais extremos no futuro; as temperaturas médias, máximas e mínimas apresentaram uma variação aproximada de 1ºC. O cenário A2 considerado pessimista apresentou valores mais extremos tanto para vazão calculada como para os dados de entrada.Universidade Federal de Santa MariaBREngenharia CivilUFSMPrograma de Pós-Graduação em Engenharia CivilPaiva, Eloiza Maria Cauduro Dias dehttp://lattes.cnpq.br/9290923066819802Paiva, Joao Batista Dias dehttp://lattes.cnpq.br/8797362461678439Pinheiro, Adilsonhttp://lattes.cnpq.br/7655568160453478Sanagiotto, Daniela Guzzonhttp://lattes.cnpq.br/3818120174534131Marcon, Iris Rodrigues2014-10-172014-10-172013-08-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfapplication/pdfMARCON, Iris Rodrigues. Modeling and scenarios hydrologic in a watershed representative of the Atlantic Forest in Southern Brazil. 2013. 89 f. Dissertação (Mestrado em Engenharia Civil) - Universidade Federal de Santa Maria, Santa Maria, 2013.http://repositorio.ufsm.br/handle/1/7841ark:/26339/001300000bz28porinfo:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2023-06-06T13:38:32Zoai:repositorio.ufsm.br:1/7841Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/PUBhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.com||manancial@ufsm.bropendoar:2023-06-06T13:38:32Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Modelagem e cenários hidrológicos em bacia representativa da Mata Atlântica no Sul do Brasil
Modeling and scenarios hydrologic in a watershed representative of the Atlantic Forest in Southern Brazil
title Modelagem e cenários hidrológicos em bacia representativa da Mata Atlântica no Sul do Brasil
spellingShingle Modelagem e cenários hidrológicos em bacia representativa da Mata Atlântica no Sul do Brasil
Marcon, Iris Rodrigues
Modelagem hidrológica
Cenários climáticos futuros
Hydrological modeling
SWAT
Future climatic scenarios
CNPQ::ENGENHARIAS::ENGENHARIA CIVIL
title_short Modelagem e cenários hidrológicos em bacia representativa da Mata Atlântica no Sul do Brasil
title_full Modelagem e cenários hidrológicos em bacia representativa da Mata Atlântica no Sul do Brasil
title_fullStr Modelagem e cenários hidrológicos em bacia representativa da Mata Atlântica no Sul do Brasil
title_full_unstemmed Modelagem e cenários hidrológicos em bacia representativa da Mata Atlântica no Sul do Brasil
title_sort Modelagem e cenários hidrológicos em bacia representativa da Mata Atlântica no Sul do Brasil
author Marcon, Iris Rodrigues
author_facet Marcon, Iris Rodrigues
author_role author
dc.contributor.none.fl_str_mv Paiva, Eloiza Maria Cauduro Dias de
http://lattes.cnpq.br/9290923066819802
Paiva, Joao Batista Dias de
http://lattes.cnpq.br/8797362461678439
Pinheiro, Adilson
http://lattes.cnpq.br/7655568160453478
Sanagiotto, Daniela Guzzon
http://lattes.cnpq.br/3818120174534131
dc.contributor.author.fl_str_mv Marcon, Iris Rodrigues
dc.subject.por.fl_str_mv Modelagem hidrológica
Cenários climáticos futuros
Hydrological modeling
SWAT
Future climatic scenarios
CNPQ::ENGENHARIAS::ENGENHARIA CIVIL
topic Modelagem hidrológica
Cenários climáticos futuros
Hydrological modeling
SWAT
Future climatic scenarios
CNPQ::ENGENHARIAS::ENGENHARIA CIVIL
description Human actions modify the environment and increase the degradation of water resources, which are limited and fundamental to the maintenance of life. Thus, it is vital that these resources are quantified, so they can be evaluated and protected, in search of self-sustainability. The application of a hydrological model allows the simulation of different scenarios, becoming a tool for planning and management for the respective committee of the basin, where alternative uses can be simulated beforehand and measures for the preservation of the same. Hydrological processes, such as climatic variables, change the water regime and the hydrological response of the basin. This study presents the results of the simulations with the SWAT (Soil and Water Assessment Tool) model in a small watershed in Southern Brazil (latitude 29°38'37.49" and longitude 53°48'21.99"), representative of the Atlantic Forest biome. This area was monitored by two sequential stations, each one with one rain gauge and one stage gauge, having a contribution area of 4.5 km² and 12 km ² respectively. The altitudes in the basin range from 316 m to 431 m and vegetation is predominantly composed of 55% of native forest and 39% of native pasture. The simulated period was from June 2008 to December 2009, corresponding to the period of monitoring. The temperature ranged from -2.2°C to 39.2°C. The annual rainfall average ranged between 2005 mm and 2250 mm. The quality of the results was characterized by the Nash-Sutcliffe efficiency index (NSE) and by the coefficient of determination (R²). The model was evaluated in a monthly and daily time step. At the monthly time step, the values obtained for NSE, in the calibration phase, were 0.80 and 0.60, respectively for the two sections. The values obtained for the R² were 0.81 and 0.61 in the same sections. In the daily time step, values obtained for NSE, in the calibration phase, was 0.36, for both sections. For R², these values were 0.38 and 0.37 in the respective sections. These results show that the fit was good for monthly values, but not for the daily. Due to the short period of monitoring, the validation of the model results was realized with the observed data from the middle section, with an area of 4.5 km². The values obtained for the NSE in the validation phase were 0.75 and 0.37 for the monthly and daily time step respectively, and for R², 0.75 and 0.37 for the monthly and daily values, which validate the fit. These results are in agreement with the values found by Paiva and Paiva (2006), who evaluated the SWAT in a downstream section, in the same basin, with an area of 18 km². These results show that the SWAT model fits well in this region with monthly time step. Probably, the low values of the adjustment for the daily time step and the main problems of using the model are due to the size of the basin, the short period of observed data and the need for more information on the physical characterization of the soil. Future climatic scenarios A2 (reflects the high emission of greenhouse gases and is considered pessimist) and B2 (reflects the low emission of greenhouse gases and is considered optimist) show that the maximum flows reach more extreme values in the future, the average temperature, maximum and minimum showed a variation of about 1° C. The pessimistic scenario considered A2 showed more extreme values so calculated as to the input data of water flow.
publishDate 2013
dc.date.none.fl_str_mv 2013-08-27
2014-10-17
2014-10-17
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.uri.fl_str_mv MARCON, Iris Rodrigues. Modeling and scenarios hydrologic in a watershed representative of the Atlantic Forest in Southern Brazil. 2013. 89 f. Dissertação (Mestrado em Engenharia Civil) - Universidade Federal de Santa Maria, Santa Maria, 2013.
http://repositorio.ufsm.br/handle/1/7841
dc.identifier.dark.fl_str_mv ark:/26339/001300000bz28
identifier_str_mv MARCON, Iris Rodrigues. Modeling and scenarios hydrologic in a watershed representative of the Atlantic Forest in Southern Brazil. 2013. 89 f. Dissertação (Mestrado em Engenharia Civil) - Universidade Federal de Santa Maria, Santa Maria, 2013.
ark:/26339/001300000bz28
url http://repositorio.ufsm.br/handle/1/7841
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Engenharia Civil
UFSM
Programa de Pós-Graduação em Engenharia Civil
publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Engenharia Civil
UFSM
Programa de Pós-Graduação em Engenharia Civil
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com||manancial@ufsm.br
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