Determinação simultanêa de pesticidas utilizando métodos eletroanalíticos e quimiométricos
Autor(a) principal: | |
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Data de Publicação: | 2011 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Repositório Institucional da UFSCAR |
Texto Completo: | https://repositorio.ufscar.br/handle/ufscar/6507 |
Resumo: | This paper describes the simultaneous determination of the pesticides paraquat and diquat using electroanalytical techniques coupled with chemometric methods. Although these two pesticides can be easily determined in trace levels, the same does not apply to mix due to a large overlap of the voltammetric peaks. For this reason it became necessary to treat the data obtained by square wave voltammetry with chemometric methods that used no current peaks, but all points of the voltammogram. In a first stage of work, the parameters were optimized voltammetric technique, the frequency of the pulse, amplitude and increased potential for using the design of experiments. In this step, for each analyte were used as a response to peak current, ip, and the first principal component, PC1. Both analysis procedures showed that the frequency of the pulse amplitude and the cross effect of these variables has a significant effect on the response of the system (ip or PC1). In a second step, the effect of the most significant variables were studied by response surface, which employed a planning CCD (central composite design of English) was optimized. It was then built an empirical model that correlates the response (ip or PCs) with the variables studied. The optimum values to obtain the best voltammetric response was frequency 170 s-1, amplitude 40 mV and scan increment of 2 mV. Finally, in a third stage of labor was performed to analyze the mixture of paraquat and diquat, applying the optimized parameters and transforming the voltammograms for the space of principal components. The quantification of the mixture of pesticides was performed using the Partial Least Squares Regression, PLS. The XII models developed had a RMSEP, 1,39 and 2,22 for paraquat and diquat for the correlation coefficients greater than 0.99, which demonstrates the efficiency of the methodology used. |
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Silva, Zilene Alves daSouza, Ernesto Chaves Pereira dehttp://lattes.cnpq.br/1505400360366643http://lattes.cnpq.br/570046311466981108fc498f-d83d-4993-96a8-e370fe6f2e6f2016-06-02T20:36:34Z2011-11-222016-06-02T20:36:34Z2011-03-17SILVA, Zilene Alves da. Simultaneous determination of pesticides used electroanalytical methods and chemometri methods. 2011. 120 f. Dissertação (Mestrado em Ciências Exatas e da Terra) - Universidade Federal de São Carlos, São Carlos, 2011.https://repositorio.ufscar.br/handle/ufscar/6507This paper describes the simultaneous determination of the pesticides paraquat and diquat using electroanalytical techniques coupled with chemometric methods. Although these two pesticides can be easily determined in trace levels, the same does not apply to mix due to a large overlap of the voltammetric peaks. For this reason it became necessary to treat the data obtained by square wave voltammetry with chemometric methods that used no current peaks, but all points of the voltammogram. In a first stage of work, the parameters were optimized voltammetric technique, the frequency of the pulse, amplitude and increased potential for using the design of experiments. In this step, for each analyte were used as a response to peak current, ip, and the first principal component, PC1. Both analysis procedures showed that the frequency of the pulse amplitude and the cross effect of these variables has a significant effect on the response of the system (ip or PC1). In a second step, the effect of the most significant variables were studied by response surface, which employed a planning CCD (central composite design of English) was optimized. It was then built an empirical model that correlates the response (ip or PCs) with the variables studied. The optimum values to obtain the best voltammetric response was frequency 170 s-1, amplitude 40 mV and scan increment of 2 mV. Finally, in a third stage of labor was performed to analyze the mixture of paraquat and diquat, applying the optimized parameters and transforming the voltammograms for the space of principal components. The quantification of the mixture of pesticides was performed using the Partial Least Squares Regression, PLS. The XII models developed had a RMSEP, 1,39 and 2,22 for paraquat and diquat for the correlation coefficients greater than 0.99, which demonstrates the efficiency of the methodology used.Este trabalho descreve a determinação simultânea dos pesticidas paraquat e diquat utilizando técnicas eletroanalíticas acopladas com métodos quimiométricos. Embora estes dois pesticidas possam ser facilmente determinados em nível de traço, o mesmo não se aplica à mistura devido a uma grande sobreposição dos picos voltamétricos. Por esta razão, tornou-se necessário tratar os dados obtidos por voltametria de onda quadrada com métodos quimiométricos que utilizassem não os picos de corrente, mas sim todos os pontos do voltamograma. Em uma primeira etapa de trabalho, foram otimizados os parâmetros voltamétricos da técnica, isto é, a frequência do pulso, sua amplitude e o incremento de potenciais, utilizando o planejamento de experimentos. Nesta etapa, para cada analito foram utilizados como resposta a corrente de pico, ip, e a primeira componente principal, PC1. Ambos os procedimentos de análise mostraram que a frequência do pulso, sua amplitude e o efeito cruzado destas variáveis têm efeito significativo sobre a resposta do sistema ( ip ou PC1). Em uma segunda etapa, o efeito das variáveis mais significativas foram estudadas através da superfície de resposta, que empregou um planejamento CCD (do inglês central composite design) otimizado. Foi então construído um modelo empírico que correlaciona a resposta ( ip ou PCs) com as variáveis estudadas. As condições ótimas encontradas para obter a melhor resposta voltamétrica foram frequência 170s-1, amplitude 40 mV e incremento de varredura de 2 mV . Finalmente, em uma terceira etapa de trabalho, foi realizada a análise da mistura do paraquat e diquat, aplicando os parâmetros otimizados e transformando os voltamogramas para o espaço das componentes principais. A quantificação da mistura dos pesticidas foi realizada X utilizando a Regressão Parcial dos Mínimos Quadrados, PLS. Os modelos construídos obtiveram um RMSEP de 1,39 para o paraquat e 2,22 para o diquat e coeficientes de correlação maiores do que 0,99, o que demonstra a utilidade da metodologia utilizada.Universidade Federal de Sao Carlosapplication/pdfporUniversidade Federal de São CarlosPrograma de Pós-Graduação em Química - PPGQUFSCarBRQuimiometriaEletrodo de diamante dopado com boro (DDB)PesticidasHerbicidasCIENCIAS EXATAS E DA TERRA::QUIMICADeterminação simultanêa de pesticidas utilizando métodos eletroanalíticos e quimiométricosSimultaneous determination of pesticides used electroanalytical methods and chemometri methodsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-1-116229a12-027e-4f0e-96b0-518d49092280info:eu-repo/semantics/embargoedAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINAL3912.pdfapplication/pdf2766738https://repositorio.ufscar.br/bitstream/ufscar/6507/1/3912.pdfdb76658f2471e182e86e1ec0afaae735MD51THUMBNAIL3912.pdf.jpg3912.pdf.jpgIM Thumbnailimage/jpeg9919https://repositorio.ufscar.br/bitstream/ufscar/6507/2/3912.pdf.jpga89c33001d3d9b3dbf641d8fbddae1c2MD52ufscar/65072023-09-18 18:31:11.812oai:repositorio.ufscar.br:ufscar/6507Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-09-18T18:31:11Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false |
dc.title.por.fl_str_mv |
Determinação simultanêa de pesticidas utilizando métodos eletroanalíticos e quimiométricos |
dc.title.alternative.eng.fl_str_mv |
Simultaneous determination of pesticides used electroanalytical methods and chemometri methods |
title |
Determinação simultanêa de pesticidas utilizando métodos eletroanalíticos e quimiométricos |
spellingShingle |
Determinação simultanêa de pesticidas utilizando métodos eletroanalíticos e quimiométricos Silva, Zilene Alves da Quimiometria Eletrodo de diamante dopado com boro (DDB) Pesticidas Herbicidas CIENCIAS EXATAS E DA TERRA::QUIMICA |
title_short |
Determinação simultanêa de pesticidas utilizando métodos eletroanalíticos e quimiométricos |
title_full |
Determinação simultanêa de pesticidas utilizando métodos eletroanalíticos e quimiométricos |
title_fullStr |
Determinação simultanêa de pesticidas utilizando métodos eletroanalíticos e quimiométricos |
title_full_unstemmed |
Determinação simultanêa de pesticidas utilizando métodos eletroanalíticos e quimiométricos |
title_sort |
Determinação simultanêa de pesticidas utilizando métodos eletroanalíticos e quimiométricos |
author |
Silva, Zilene Alves da |
author_facet |
Silva, Zilene Alves da |
author_role |
author |
dc.contributor.authorlattes.por.fl_str_mv |
http://lattes.cnpq.br/5700463114669811 |
dc.contributor.author.fl_str_mv |
Silva, Zilene Alves da |
dc.contributor.advisor1.fl_str_mv |
Souza, Ernesto Chaves Pereira de |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/1505400360366643 |
dc.contributor.authorID.fl_str_mv |
08fc498f-d83d-4993-96a8-e370fe6f2e6f |
contributor_str_mv |
Souza, Ernesto Chaves Pereira de |
dc.subject.por.fl_str_mv |
Quimiometria Eletrodo de diamante dopado com boro (DDB) Pesticidas Herbicidas |
topic |
Quimiometria Eletrodo de diamante dopado com boro (DDB) Pesticidas Herbicidas CIENCIAS EXATAS E DA TERRA::QUIMICA |
dc.subject.cnpq.fl_str_mv |
CIENCIAS EXATAS E DA TERRA::QUIMICA |
description |
This paper describes the simultaneous determination of the pesticides paraquat and diquat using electroanalytical techniques coupled with chemometric methods. Although these two pesticides can be easily determined in trace levels, the same does not apply to mix due to a large overlap of the voltammetric peaks. For this reason it became necessary to treat the data obtained by square wave voltammetry with chemometric methods that used no current peaks, but all points of the voltammogram. In a first stage of work, the parameters were optimized voltammetric technique, the frequency of the pulse, amplitude and increased potential for using the design of experiments. In this step, for each analyte were used as a response to peak current, ip, and the first principal component, PC1. Both analysis procedures showed that the frequency of the pulse amplitude and the cross effect of these variables has a significant effect on the response of the system (ip or PC1). In a second step, the effect of the most significant variables were studied by response surface, which employed a planning CCD (central composite design of English) was optimized. It was then built an empirical model that correlates the response (ip or PCs) with the variables studied. The optimum values to obtain the best voltammetric response was frequency 170 s-1, amplitude 40 mV and scan increment of 2 mV. Finally, in a third stage of labor was performed to analyze the mixture of paraquat and diquat, applying the optimized parameters and transforming the voltammograms for the space of principal components. The quantification of the mixture of pesticides was performed using the Partial Least Squares Regression, PLS. The XII models developed had a RMSEP, 1,39 and 2,22 for paraquat and diquat for the correlation coefficients greater than 0.99, which demonstrates the efficiency of the methodology used. |
publishDate |
2011 |
dc.date.available.fl_str_mv |
2011-11-22 2016-06-02T20:36:34Z |
dc.date.issued.fl_str_mv |
2011-03-17 |
dc.date.accessioned.fl_str_mv |
2016-06-02T20:36:34Z |
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 |
SILVA, Zilene Alves da. Simultaneous determination of pesticides used electroanalytical methods and chemometri methods. 2011. 120 f. Dissertação (Mestrado em Ciências Exatas e da Terra) - Universidade Federal de São Carlos, São Carlos, 2011. |
dc.identifier.uri.fl_str_mv |
https://repositorio.ufscar.br/handle/ufscar/6507 |
identifier_str_mv |
SILVA, Zilene Alves da. Simultaneous determination of pesticides used electroanalytical methods and chemometri methods. 2011. 120 f. Dissertação (Mestrado em Ciências Exatas e da Terra) - Universidade Federal de São Carlos, São Carlos, 2011. |
url |
https://repositorio.ufscar.br/handle/ufscar/6507 |
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por |
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por |
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-1 -1 |
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embargoedAccess |
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Universidade Federal de São Carlos |
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Programa de Pós-Graduação em Química - PPGQ |
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UFSCar |
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BR |
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Universidade Federal de São Carlos |
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