Voltammetric determination of Cu(II), Pb(II), Cd(II) and Zn(II) in certified environmental sample and multivariate evaluation mixture of Pb(II), Tl(I) and Cd(II) with overlapping waves

Detalhes bibliográficos
Autor(a) principal: Reis, Efraim Lázaro
Data de Publicação: 2023
Outros Autores: Mayrink, Maria Isabel Cristina Batista, Bellato, Carlos Roberto, Reis, César
Tipo de documento: Artigo
Idioma: por
Título da fonte: Revista de Engenharia Química e Química
Texto Completo: https://periodicos.ufv.br/jcec/article/view/15347
Resumo: Using the differential pulse anodic stripping voltammetry technique, the metallic ions Cd(II), Pb(II), Zn(II) and Cu(II) were determined, in a first step, in a sediment sample certified by the “National Institute of Standards & Technology”, to certify this methodology as a standard routine laboratory technique. In the second stage, the multivariate calibration was used for the individual quantitative determination of the electroactive chemical species Pb(II), Cd(II) and Tl(I) that present partially superimposed voltammetric waves. In the determination of Cd(II), Pb(II), Zn(II) and Cu(II) ions, the voltammetric waves were very distinct within the worked potential range and the standard additions showed linearity in view of the increase in ion concentration . On the other hand, for the individual determination of Pb(II), Cd(II) and Tl(I) ions, considering the overlapping of voltammetric waves, it was necessary to use multivariate calibration methods that extend the basic idea of modeling and forecasting that are used in univariate calibration for multiple dependent and independent variables. In this work, the Partial Least Squares Method – PLS was used, which is a linear regression technique of multivariate statistics that relates output variables and input variables, in which there is a high degree of correlation between them.
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spelling Voltammetric determination of Cu(II), Pb(II), Cd(II) and Zn(II) in certified environmental sample and multivariate evaluation mixture of Pb(II), Tl(I) and Cd(II) with overlapping wavesDeterminação voltamétrica de Cu(II), Pb(II), Cd(II) e Zn(II) em amostra ambiental certificada e avaliação multivariada de mistura de Pb(II), Tl(I) e Cd(II) com ondas sobrepostasVoltammetryHeavy metalsPartial Least SquaresVoltametriaMetais pesadosMínimos Quadrados ParciaisUsing the differential pulse anodic stripping voltammetry technique, the metallic ions Cd(II), Pb(II), Zn(II) and Cu(II) were determined, in a first step, in a sediment sample certified by the “National Institute of Standards & Technology”, to certify this methodology as a standard routine laboratory technique. In the second stage, the multivariate calibration was used for the individual quantitative determination of the electroactive chemical species Pb(II), Cd(II) and Tl(I) that present partially superimposed voltammetric waves. In the determination of Cd(II), Pb(II), Zn(II) and Cu(II) ions, the voltammetric waves were very distinct within the worked potential range and the standard additions showed linearity in view of the increase in ion concentration . On the other hand, for the individual determination of Pb(II), Cd(II) and Tl(I) ions, considering the overlapping of voltammetric waves, it was necessary to use multivariate calibration methods that extend the basic idea of modeling and forecasting that are used in univariate calibration for multiple dependent and independent variables. In this work, the Partial Least Squares Method – PLS was used, which is a linear regression technique of multivariate statistics that relates output variables and input variables, in which there is a high degree of correlation between them.Utilizando-se a técnica de voltametria de redissolução anódica com pulso diferencial, foram determinados em uma primeira etapa os íons metálicos Cd(II), Pb(II), Zn(II) e Cu(II), em amostra de sedimento certificado pelo “National Institute of Standards & Technology”, para certificar esta metodologia como técnica padrão de rotina laboratorial. Na segunda etapa, utilizou-se a calibração multivariada para a determinação quantitativa individual das espécies químicas eletroativas Pb(II), Cd(II) e Tl(I) que apresentam ondas voltamétricas parcialmente sobrepostas. Na determinação dos íons Cd(II), Pb(II), Zn(II) e Cu(II) as ondas voltamétricas se apresentaram bem distintas dentro da faixa de potencial trabalhada e as adições de padrão mostraram linearidade frente ao aumento de concentração dos íons. Por outro lado, para a determinação individual dos íons Pb(II), Cd(II) e Tl(I) tendo em vista a sobreposição das ondas voltamétricas foi necessário utilizar métodos de calibração multivariada que estende a ideia básica de modelagem e previsão que são usadas na calibração univariada para várias variáveis dependentes e independentes. Neste trabalho foi utilizado o Método dos Mínimos quadrados Parciais – PLS, que é uma técnica de regressão linear de estatística multivariada que relaciona variáveis de saída e variáveis de entrada, nas quais existe um alto grau de correlação entre elas.Universidade Federal de Viçosa - UFV2023-02-03info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufv.br/jcec/article/view/1534710.18540/jcecvl9iss2pp15347-01eThe Journal of Engineering and Exact Sciences; Vol. 9 No. 2 (2023); 15347-01eThe Journal of Engineering and Exact Sciences; Vol. 9 Núm. 2 (2023); 15347-01eThe Journal of Engineering and Exact Sciences; v. 9 n. 2 (2023); 15347-01e2527-1075reponame:Revista de Engenharia Química e Químicainstname:Universidade Federal de Viçosa (UFV)instacron:UFVporhttps://periodicos.ufv.br/jcec/article/view/15347/7801Copyright (c) 2023 The Journal of Engineering and Exact Scienceshttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessReis, Efraim LázaroMayrink, Maria Isabel Cristina BatistaBellato, Carlos RobertoReis, César2023-03-30T18:06:21Zoai:ojs.periodicos.ufv.br:article/15347Revistahttp://www.seer.ufv.br/seer/rbeq2/index.php/req2/indexONGhttps://periodicos.ufv.br/jcec/oaijcec.journal@ufv.br||req2@ufv.br2446-94162446-9416opendoar:2023-03-30T18:06:21Revista de Engenharia Química e Química - Universidade Federal de Viçosa (UFV)false
dc.title.none.fl_str_mv Voltammetric determination of Cu(II), Pb(II), Cd(II) and Zn(II) in certified environmental sample and multivariate evaluation mixture of Pb(II), Tl(I) and Cd(II) with overlapping waves
Determinação voltamétrica de Cu(II), Pb(II), Cd(II) e Zn(II) em amostra ambiental certificada e avaliação multivariada de mistura de Pb(II), Tl(I) e Cd(II) com ondas sobrepostas
title Voltammetric determination of Cu(II), Pb(II), Cd(II) and Zn(II) in certified environmental sample and multivariate evaluation mixture of Pb(II), Tl(I) and Cd(II) with overlapping waves
spellingShingle Voltammetric determination of Cu(II), Pb(II), Cd(II) and Zn(II) in certified environmental sample and multivariate evaluation mixture of Pb(II), Tl(I) and Cd(II) with overlapping waves
Reis, Efraim Lázaro
Voltammetry
Heavy metals
Partial Least Squares
Voltametria
Metais pesados
Mínimos Quadrados Parciais
title_short Voltammetric determination of Cu(II), Pb(II), Cd(II) and Zn(II) in certified environmental sample and multivariate evaluation mixture of Pb(II), Tl(I) and Cd(II) with overlapping waves
title_full Voltammetric determination of Cu(II), Pb(II), Cd(II) and Zn(II) in certified environmental sample and multivariate evaluation mixture of Pb(II), Tl(I) and Cd(II) with overlapping waves
title_fullStr Voltammetric determination of Cu(II), Pb(II), Cd(II) and Zn(II) in certified environmental sample and multivariate evaluation mixture of Pb(II), Tl(I) and Cd(II) with overlapping waves
title_full_unstemmed Voltammetric determination of Cu(II), Pb(II), Cd(II) and Zn(II) in certified environmental sample and multivariate evaluation mixture of Pb(II), Tl(I) and Cd(II) with overlapping waves
title_sort Voltammetric determination of Cu(II), Pb(II), Cd(II) and Zn(II) in certified environmental sample and multivariate evaluation mixture of Pb(II), Tl(I) and Cd(II) with overlapping waves
author Reis, Efraim Lázaro
author_facet Reis, Efraim Lázaro
Mayrink, Maria Isabel Cristina Batista
Bellato, Carlos Roberto
Reis, César
author_role author
author2 Mayrink, Maria Isabel Cristina Batista
Bellato, Carlos Roberto
Reis, César
author2_role author
author
author
dc.contributor.author.fl_str_mv Reis, Efraim Lázaro
Mayrink, Maria Isabel Cristina Batista
Bellato, Carlos Roberto
Reis, César
dc.subject.por.fl_str_mv Voltammetry
Heavy metals
Partial Least Squares
Voltametria
Metais pesados
Mínimos Quadrados Parciais
topic Voltammetry
Heavy metals
Partial Least Squares
Voltametria
Metais pesados
Mínimos Quadrados Parciais
description Using the differential pulse anodic stripping voltammetry technique, the metallic ions Cd(II), Pb(II), Zn(II) and Cu(II) were determined, in a first step, in a sediment sample certified by the “National Institute of Standards & Technology”, to certify this methodology as a standard routine laboratory technique. In the second stage, the multivariate calibration was used for the individual quantitative determination of the electroactive chemical species Pb(II), Cd(II) and Tl(I) that present partially superimposed voltammetric waves. In the determination of Cd(II), Pb(II), Zn(II) and Cu(II) ions, the voltammetric waves were very distinct within the worked potential range and the standard additions showed linearity in view of the increase in ion concentration . On the other hand, for the individual determination of Pb(II), Cd(II) and Tl(I) ions, considering the overlapping of voltammetric waves, it was necessary to use multivariate calibration methods that extend the basic idea of modeling and forecasting that are used in univariate calibration for multiple dependent and independent variables. In this work, the Partial Least Squares Method – PLS was used, which is a linear regression technique of multivariate statistics that relates output variables and input variables, in which there is a high degree of correlation between them.
publishDate 2023
dc.date.none.fl_str_mv 2023-02-03
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.ufv.br/jcec/article/view/15347
10.18540/jcecvl9iss2pp15347-01e
url https://periodicos.ufv.br/jcec/article/view/15347
identifier_str_mv 10.18540/jcecvl9iss2pp15347-01e
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.ufv.br/jcec/article/view/15347/7801
dc.rights.driver.fl_str_mv Copyright (c) 2023 The Journal of Engineering and Exact Sciences
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 The Journal of Engineering and Exact Sciences
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Viçosa - UFV
publisher.none.fl_str_mv Universidade Federal de Viçosa - UFV
dc.source.none.fl_str_mv The Journal of Engineering and Exact Sciences; Vol. 9 No. 2 (2023); 15347-01e
The Journal of Engineering and Exact Sciences; Vol. 9 Núm. 2 (2023); 15347-01e
The Journal of Engineering and Exact Sciences; v. 9 n. 2 (2023); 15347-01e
2527-1075
reponame:Revista de Engenharia Química e Química
instname:Universidade Federal de Viçosa (UFV)
instacron:UFV
instname_str Universidade Federal de Viçosa (UFV)
instacron_str UFV
institution UFV
reponame_str Revista de Engenharia Química e Química
collection Revista de Engenharia Química e Química
repository.name.fl_str_mv Revista de Engenharia Química e Química - Universidade Federal de Viçosa (UFV)
repository.mail.fl_str_mv jcec.journal@ufv.br||req2@ufv.br
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