Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics

Detalhes bibliográficos
Autor(a) principal: Quintelas, Cristina Maria Catalão
Data de Publicação: 2019
Outros Autores: Melo, António Renê Benevides de, Mesquita, D. P., Ferreira, Eugénio C., Amaral, António Luís Pereira do
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/61009
Resumo: The typical methods to quantify emerging compounds in wastewater are time and reagent consuming and new methods for its quantification are welcome. This work describes the development and validation of a Fourier transform near-infrared (FT-NIR) spectroscopy methodology for the quantification of emerging compounds in wastewaters. For this purpose, 180 samples obtained from an activated sludge wastewater treatment process were analyzed in the range of 200 cm-1 to 14000 cm-1, and further treated by chemometric techniques to develop and validate the quantification models. The obtained results were found adequate for the prediction of atrazine, paracetamol, and desloratadine with coefficients of determination (R2) from 0.93 to 0.98 and residual prediction deviation (RPD) values above three, 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 emerging compounds in wastewater.
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spelling Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometricsChemometricsEmerging compoundsNIR spectroscopyPCAPLSThe typical methods to quantify emerging compounds in wastewater are time and reagent consuming and new methods for its quantification are welcome. This work describes the development and validation of a Fourier transform near-infrared (FT-NIR) spectroscopy methodology for the quantification of emerging compounds in wastewaters. For this purpose, 180 samples obtained from an activated sludge wastewater treatment process were analyzed in the range of 200 cm-1 to 14000 cm-1, and further treated by chemometric techniques to develop and validate the quantification models. The obtained results were found adequate for the prediction of atrazine, paracetamol, and desloratadine with coefficients of determination (R2) from 0.93 to 0.98 and residual prediction deviation (RPD) values above three, 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 emerging compounds in wastewater.The authors thank the Portuguese Foundation for Science and Technology (FCT) under the scope of the strategic funding of UID/BIO/044697/2019 unit 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.info:eu-repo/semantics/publishedVersionUniversidade do MinhoQuintelas, Cristina Maria CatalãoMelo, António Renê Benevides deMesquita, D. P.Ferreira, Eugénio C.Amaral, António Luís Pereira do20192019-01-01T00:00:00Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttp://hdl.handle.net/1822/61009engQuintelas, Cristina; Melo, A. R. B.; Mesquita, Daniela P.; Ferreira, Eugénio C.; Amaral, A. Luís, Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics. ICEER2019 - 6th International Conference on Energy and Environment Research (Book of Abstracts). No. E149, Aveiro, Portugal, July 22-25, 341-342, 2019. ISBN: 978-989- 54236-8-2978-989- 54236-8-2http://www.iceer.net/info: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:RCAAP2024-05-11T05:42:06Zoai:repositorium.sdum.uminho.pt:1822/61009Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-05-11T05:42:06Repositório 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 Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
title Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
spellingShingle Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
Quintelas, Cristina Maria Catalão
Chemometrics
Emerging compounds
NIR spectroscopy
PCA
PLS
title_short Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
title_full Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
title_fullStr Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
title_full_unstemmed Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
title_sort Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
author Quintelas, Cristina Maria Catalão
author_facet Quintelas, Cristina Maria Catalão
Melo, António Renê Benevides de
Mesquita, D. P.
Ferreira, Eugénio C.
Amaral, António Luís Pereira do
author_role author
author2 Melo, António Renê Benevides de
Mesquita, D. P.
Ferreira, Eugénio C.
Amaral, António Luís Pereira do
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Quintelas, Cristina Maria Catalão
Melo, António Renê Benevides de
Mesquita, D. P.
Ferreira, Eugénio C.
Amaral, António Luís Pereira do
dc.subject.por.fl_str_mv Chemometrics
Emerging compounds
NIR spectroscopy
PCA
PLS
topic Chemometrics
Emerging compounds
NIR spectroscopy
PCA
PLS
description The typical methods to quantify emerging compounds in wastewater are time and reagent consuming and new methods for its quantification are welcome. This work describes the development and validation of a Fourier transform near-infrared (FT-NIR) spectroscopy methodology for the quantification of emerging compounds in wastewaters. For this purpose, 180 samples obtained from an activated sludge wastewater treatment process were analyzed in the range of 200 cm-1 to 14000 cm-1, and further treated by chemometric techniques to develop and validate the quantification models. The obtained results were found adequate for the prediction of atrazine, paracetamol, and desloratadine with coefficients of determination (R2) from 0.93 to 0.98 and residual prediction deviation (RPD) values above three, 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 emerging compounds in wastewater.
publishDate 2019
dc.date.none.fl_str_mv 2019
2019-01-01T00:00:00Z
dc.type.driver.fl_str_mv conference object
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/61009
url http://hdl.handle.net/1822/61009
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Quintelas, Cristina; Melo, A. R. B.; Mesquita, Daniela P.; Ferreira, Eugénio C.; Amaral, A. Luís, Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics. ICEER2019 - 6th International Conference on Energy and Environment Research (Book of Abstracts). No. E149, Aveiro, Portugal, July 22-25, 341-342, 2019. ISBN: 978-989- 54236-8-2
978-989- 54236-8-2
http://www.iceer.net/
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv mluisa.alvim@gmail.com
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