Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil

Detalhes bibliográficos
Ano de defesa: 2016
Autor(a) principal: Chaves, Luiz Carlos Guerreiro
Orientador(a): Andrade, Eunice Maia de
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Não Informado pela instituição
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://www.repositorio.ufc.br/handle/riufc/55358
Resumo: Continental waters are an important water system that must be preserved for the maintenance of life on Earth, where the Brazilian semi-arid region stands out for the considerable amount of surface reservoirs that are used to store water used for multiple purposes. The contamination of these surface waters by anthropic action, makes it urgent to adopt monitoring techniques that can assist water quality managers. Thus, remote sensing techniques have been shown to be a promising tool for the study of these systems, allowing detailed monitoring through the use of field and/or orbital data radiometric. Given the above, the hypothesis arises that the spectral features of the surface waters of the Brazilian semiarid allow to characterize, through a set of reflectance spectra, different types of water quality in terms of the concentration ranges of their Optically Active Constituents. As a way to analyze this hypothesis, this study was developed, trying to characterize, through limnological attributes and optical properties of water, the spectral behavior of the surface waters of reservoirs located in the Brazilian semiarid region.. The study was carried out in Orós dam, Trussu dam and Muquém dam in Alto Jaguaribe Basin, in State of Ceará, Brazil. Limnologiy data and spectral data were obtained at each three months, from 2012 to 2014, in these reservoirs. To correlate the limnological data and the spectral responses of water were applied the Cluster Analysis and the the Multivariate Analysis to limnological and spectral data. Results showed that according to spectral responses the water of the reservoirs were grouped in three groups. These groups showed that in rain season the water from Trussu and Muquém dams seems clear water. The water from Orós dam showed spectral response of aquatic systems water with high turbidity and chlorophyll-a. There was a good correlation between the reflectance response and the cyanobacteria density in water from Orós dam. However, the models that were developed for the estimation of cyanobacteria density using the derived by the spectral responses showed satisfactory results only for the middle third of the reservoir. The peak of reflectance representative of the presence of cyanobacteria in Orós dam presented offset to longer wavelengths in the visible range. The size of water body, the land use and the seasonality of rainfall influenced the optically active components of the water.
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spelling Chaves, Luiz Carlos GuerreiroLopes, Fernando BezerraAndrade, Eunice Maia de2020-11-17T17:18:19Z2020-11-17T17:18:19Z2016CHAVES, Luiz Carlos Guerreiro. Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil. 2016. 165 f. Tese (Doutorado em Engenharia Agrícola) - Universidade Federal do Ceará, Fortaleza, 2016.http://www.repositorio.ufc.br/handle/riufc/55358Continental waters are an important water system that must be preserved for the maintenance of life on Earth, where the Brazilian semi-arid region stands out for the considerable amount of surface reservoirs that are used to store water used for multiple purposes. The contamination of these surface waters by anthropic action, makes it urgent to adopt monitoring techniques that can assist water quality managers. Thus, remote sensing techniques have been shown to be a promising tool for the study of these systems, allowing detailed monitoring through the use of field and/or orbital data radiometric. Given the above, the hypothesis arises that the spectral features of the surface waters of the Brazilian semiarid allow to characterize, through a set of reflectance spectra, different types of water quality in terms of the concentration ranges of their Optically Active Constituents. As a way to analyze this hypothesis, this study was developed, trying to characterize, through limnological attributes and optical properties of water, the spectral behavior of the surface waters of reservoirs located in the Brazilian semiarid region.. The study was carried out in Orós dam, Trussu dam and Muquém dam in Alto Jaguaribe Basin, in State of Ceará, Brazil. Limnologiy data and spectral data were obtained at each three months, from 2012 to 2014, in these reservoirs. To correlate the limnological data and the spectral responses of water were applied the Cluster Analysis and the the Multivariate Analysis to limnological and spectral data. Results showed that according to spectral responses the water of the reservoirs were grouped in three groups. These groups showed that in rain season the water from Trussu and Muquém dams seems clear water. The water from Orós dam showed spectral response of aquatic systems water with high turbidity and chlorophyll-a. There was a good correlation between the reflectance response and the cyanobacteria density in water from Orós dam. However, the models that were developed for the estimation of cyanobacteria density using the derived by the spectral responses showed satisfactory results only for the middle third of the reservoir. The peak of reflectance representative of the presence of cyanobacteria in Orós dam presented offset to longer wavelengths in the visible range. The size of water body, the land use and the seasonality of rainfall influenced the optically active components of the water.As águas continentais constituem importante sistema hídrico que deve ser preservado para a manutenção da vida na Terra, onde o Semiárido brasileiro destaca-se pela considerável quantidade de reservatórios superficiais que se destinam ao armazenamento da água utilizada para múltiplos fins. A contaminação dessas águas superficiais pela ação antrópica, torna urgente adoção de técnicas de monitoramento que possam auxiliar os gestores de qualidade das águas. Destarte, técnicas de sensoriamento remoto vem se mostrando como uma promissora ferramenta para o estudo desses sistemas, permitindo o acompanhamento detalhado por meio da utilização de dados radiométricos de campo e/ou orbitais. Diante do exposto suscita-se a hipótese de que as feições espectrais das águas superficiais do semiárido brasileiro permitem caracterizar através de um conjunto de espectros de reflectância, diferentes tipos de qualidade de água em termos de intervalos de concentrações dos seus Constituintes Opticamente Ativos. Como forma de analisar essa hipótese foi desenvolvido este estudo, procurando-se caracterizar, através de atributos limnológicos e das propriedades ópticas da água, o comportamento espectral das águas superficiais de reservatórios localizados no semiárido brasileiro. Os reservatórios analisados são os Açudes Orós, Trussu e Muquém localizados na Bacia do Alto Jaguaribe, no estado do Ceará. Trimestralmente, durante os anos de 2012 a 2014, foram realizadas coletas dos dados limnológicos e leituras radiométricos da água nos referidos reservatórios. Para correlacionar os dados limnológicos com as respostas espectrais das águas foram aplicadas aos dados limnológicos e espectrais, técnicas de Análise Derivativa e de Análise Multivariada como a Análise de Agrupamento. Espectralmente, as águas dos reservatórios foram agrupadas em três grupos, demonstrando que no período chuvoso as águas do Muquém e do Trussu apresentam características espectrais de águas claras, enquanto no Orós predominam respostas espectrais características de ambientes aquáticos de águas com elevada turbidez e clorofila-a. Ocorreu boa correlação entre o fator de reflectância e a densidade de cianofíceas nas águas do Orós. Porém, os modelos desenvolvidos para a estimativa da densidade de cianofíceas através da derivada das respostas espectrais apresentaram resultados satisfatórios apenas para o terço médio do reservatório. O pico de reflectância representativo da presença de cianofíceas no Orós apresentou deslocamento para maiores comprimentos de onda na faixa do visível. O tamanho do espelho d’água, o uso e ocupação do solo e a sazonalidade da precipitação pluviométrica influenciaram nos componentes opticamente ativos da água.Águas continentaisSensoriamento remotoCianofíceasAnálise de agrupamentoInland watersRemote SensingCyanobacteriaCluster analysisSensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do BrasilRemote sensing of aquatic systems and quality of surface waters in the semiarid region of Brazilinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisporreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccessLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.ufc.br/bitstream/riufc/55358/6/license.txt8a4605be74aa9ea9d79846c1fba20a33MD56ORIGINAL2016_tese_lcgchaves.pdf2016_tese_lcgchaves.pdfapplication/pdf8835415http://repositorio.ufc.br/bitstream/riufc/55358/5/2016_tese_lcgchaves.pdf4f54e8037cb16d2c73e1c535ea3d5b4eMD55riufc/553582020-11-17 15:53:36.253oai:repositorio.ufc.br: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Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2020-11-17T18:53:36Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.pt_BR.fl_str_mv Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil
dc.title.en.pt_BR.fl_str_mv Remote sensing of aquatic systems and quality of surface waters in the semiarid region of Brazil
title Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil
spellingShingle Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil
Chaves, Luiz Carlos Guerreiro
Águas continentais
Sensoriamento remoto
Cianofíceas
Análise de agrupamento
Inland waters
Remote Sensing
Cyanobacteria
Cluster analysis
title_short Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil
title_full Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil
title_fullStr Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil
title_full_unstemmed Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil
title_sort Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil
author Chaves, Luiz Carlos Guerreiro
author_facet Chaves, Luiz Carlos Guerreiro
author_role author
dc.contributor.co-advisor.none.fl_str_mv Lopes, Fernando Bezerra
dc.contributor.author.fl_str_mv Chaves, Luiz Carlos Guerreiro
dc.contributor.advisor1.fl_str_mv Andrade, Eunice Maia de
contributor_str_mv Andrade, Eunice Maia de
dc.subject.por.fl_str_mv Águas continentais
Sensoriamento remoto
Cianofíceas
Análise de agrupamento
Inland waters
Remote Sensing
Cyanobacteria
Cluster analysis
topic Águas continentais
Sensoriamento remoto
Cianofíceas
Análise de agrupamento
Inland waters
Remote Sensing
Cyanobacteria
Cluster analysis
description Continental waters are an important water system that must be preserved for the maintenance of life on Earth, where the Brazilian semi-arid region stands out for the considerable amount of surface reservoirs that are used to store water used for multiple purposes. The contamination of these surface waters by anthropic action, makes it urgent to adopt monitoring techniques that can assist water quality managers. Thus, remote sensing techniques have been shown to be a promising tool for the study of these systems, allowing detailed monitoring through the use of field and/or orbital data radiometric. Given the above, the hypothesis arises that the spectral features of the surface waters of the Brazilian semiarid allow to characterize, through a set of reflectance spectra, different types of water quality in terms of the concentration ranges of their Optically Active Constituents. As a way to analyze this hypothesis, this study was developed, trying to characterize, through limnological attributes and optical properties of water, the spectral behavior of the surface waters of reservoirs located in the Brazilian semiarid region.. The study was carried out in Orós dam, Trussu dam and Muquém dam in Alto Jaguaribe Basin, in State of Ceará, Brazil. Limnologiy data and spectral data were obtained at each three months, from 2012 to 2014, in these reservoirs. To correlate the limnological data and the spectral responses of water were applied the Cluster Analysis and the the Multivariate Analysis to limnological and spectral data. Results showed that according to spectral responses the water of the reservoirs were grouped in three groups. These groups showed that in rain season the water from Trussu and Muquém dams seems clear water. The water from Orós dam showed spectral response of aquatic systems water with high turbidity and chlorophyll-a. There was a good correlation between the reflectance response and the cyanobacteria density in water from Orós dam. However, the models that were developed for the estimation of cyanobacteria density using the derived by the spectral responses showed satisfactory results only for the middle third of the reservoir. The peak of reflectance representative of the presence of cyanobacteria in Orós dam presented offset to longer wavelengths in the visible range. The size of water body, the land use and the seasonality of rainfall influenced the optically active components of the water.
publishDate 2016
dc.date.issued.fl_str_mv 2016
dc.date.accessioned.fl_str_mv 2020-11-17T17:18:19Z
dc.date.available.fl_str_mv 2020-11-17T17:18:19Z
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dc.identifier.citation.fl_str_mv CHAVES, Luiz Carlos Guerreiro. Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil. 2016. 165 f. Tese (Doutorado em Engenharia Agrícola) - Universidade Federal do Ceará, Fortaleza, 2016.
dc.identifier.uri.fl_str_mv http://www.repositorio.ufc.br/handle/riufc/55358
identifier_str_mv CHAVES, Luiz Carlos Guerreiro. Sensoriamento remoto de sistemas aquáticos e qualidade de águas superficiais da região semiárida do Brasil. 2016. 165 f. Tese (Doutorado em Engenharia Agrícola) - Universidade Federal do Ceará, Fortaleza, 2016.
url http://www.repositorio.ufc.br/handle/riufc/55358
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