Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)

Detalhes bibliográficos
Autor(a) principal: Quintelas, Cristina
Data de Publicação: 2019
Outros Autores: Mesquita, Daniela P., Ferreira, Eugénio C., Amaral, A. Luís
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/56905
Resumo: The quantification of pollutants, as pharmaceuticals, in wastewater is an issue of special concern. Usually, typical methods to quantify these products are time and reagent consuming. This paper describes the development and validation of a Fourier transform near-infrared (FT-NIR) spectroscopy methodology for the quantification of pharmaceuticals in wastewaters. For this purpose, 276 samples obtained from an activated sludge wastewater treatment process were analyzed in the range of 200 cm1 to 14000 cm1, and further treated by chemometric techniques to develop and validate the quantification models. The obtained results were found adequate for the prediction of ibuprofen, sulfamethoxazole, 17-estradiol and carbamazepine with coefficients of determination (R2) around 0.95 and residual prediction deviation (RPD) values above four, for the overall (training and validation) data points. These results are very promising and confirm that this technology can be seen as an alternative for the quantification of pharmaceuticals in wastewater.
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spelling Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)NIR spectroscopypharmaceuticalsPCAPLSScience & TechnologyThe quantification of pollutants, as pharmaceuticals, in wastewater is an issue of special concern. Usually, typical methods to quantify these products are time and reagent consuming. This paper describes the development and validation of a Fourier transform near-infrared (FT-NIR) spectroscopy methodology for the quantification of pharmaceuticals in wastewaters. For this purpose, 276 samples obtained from an activated sludge wastewater treatment process were analyzed in the range of 200 cm1 to 14000 cm1, and further treated by chemometric techniques to develop and validate the quantification models. The obtained results were found adequate for the prediction of ibuprofen, sulfamethoxazole, 17-estradiol and carbamazepine with coefficients of determination (R2) around 0.95 and residual prediction deviation (RPD) values above four, for the overall (training and validation) data points. These results are very promising and confirm that this technology can be seen as an alternative for the quantification of pharmaceuticals in wastewater.The authors thank the Portuguese Foundation for Science and Technology(FCT)under the scope of the strategic funding of UID/BIO/04469 unit, COMPETE 2020 (POCI-01-0145-FEDER-006684) and BioTecNorte operation (NORTE-01-0145-FEDER-000004) funded by the European Regional Development Fund under the scope of Norte2020 - Programa Operacional Regional do Norte. The authors also acknowledge the financial support to Cristina Quintelas through the postdoctoral grant (SFRH/BPD/101338/2014) provided by FCT – Portugal.info:eu-repo/semantics/publishedVersionElsevierUniversidade do MinhoQuintelas, CristinaMesquita, Daniela P.Ferreira, Eugénio C.Amaral, A. Luís2019-032019-03-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/56905engQuintelas, Cristina; Mesquita, Daniela P.; Ferreira, Eugénio C.; Amaral, A. Luís, Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR). Talanta, 194, 507-513, 20190039-914010.1016/j.talanta.2018.10.07630609565http://www.journals.elsevier.com/talantainfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:15:32Zoai:repositorium.sdum.uminho.pt:1822/56905Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:07:59.862670Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)
title Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)
spellingShingle Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)
Quintelas, Cristina
NIR spectroscopy
pharmaceuticals
PCA
PLS
Science & Technology
title_short Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)
title_full Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)
title_fullStr Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)
title_full_unstemmed Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)
title_sort Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)
author Quintelas, Cristina
author_facet Quintelas, Cristina
Mesquita, Daniela P.
Ferreira, Eugénio C.
Amaral, A. Luís
author_role author
author2 Mesquita, Daniela P.
Ferreira, Eugénio C.
Amaral, A. Luís
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Quintelas, Cristina
Mesquita, Daniela P.
Ferreira, Eugénio C.
Amaral, A. Luís
dc.subject.por.fl_str_mv NIR spectroscopy
pharmaceuticals
PCA
PLS
Science & Technology
topic NIR spectroscopy
pharmaceuticals
PCA
PLS
Science & Technology
description The quantification of pollutants, as pharmaceuticals, in wastewater is an issue of special concern. Usually, typical methods to quantify these products are time and reagent consuming. This paper describes the development and validation of a Fourier transform near-infrared (FT-NIR) spectroscopy methodology for the quantification of pharmaceuticals in wastewaters. For this purpose, 276 samples obtained from an activated sludge wastewater treatment process were analyzed in the range of 200 cm1 to 14000 cm1, and further treated by chemometric techniques to develop and validate the quantification models. The obtained results were found adequate for the prediction of ibuprofen, sulfamethoxazole, 17-estradiol and carbamazepine with coefficients of determination (R2) around 0.95 and residual prediction deviation (RPD) values above four, for the overall (training and validation) data points. These results are very promising and confirm that this technology can be seen as an alternative for the quantification of pharmaceuticals in wastewater.
publishDate 2019
dc.date.none.fl_str_mv 2019-03
2019-03-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/56905
url http://hdl.handle.net/1822/56905
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Quintelas, Cristina; Mesquita, Daniela P.; Ferreira, Eugénio C.; Amaral, A. Luís, Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR). Talanta, 194, 507-513, 2019
0039-9140
10.1016/j.talanta.2018.10.076
30609565
http://www.journals.elsevier.com/talanta
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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