Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
| Main Author: | |
|---|---|
| Publication Date: | 2019 |
| Other Authors: | , , , |
| Language: | eng |
| Source: | Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
| Download full: | http://hdl.handle.net/1822/61009 |
Summary: | 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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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:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-11T05:42:06Zoai:repositorium.sdum.uminho.pt:1822/61009Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T15:27:17.612298Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse |
| 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 |
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2019 2019-01-01T00:00:00Z |
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conference object |
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info:eu-repo/semantics/publishedVersion |
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publishedVersion |
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http://hdl.handle.net/1822/61009 |
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http://hdl.handle.net/1822/61009 |
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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/ |
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info:eu-repo/semantics/openAccess |
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openAccess |
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