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
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , |
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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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 |
_version_ |
1800211186732498944 |