Publicação
Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)
| 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. |
|---|---|
| Autores principais: | Quintelas, Cristina |
| Outros Autores: | Mesquita, Daniela P.; Ferreira, Eugénio C.; Amaral, A. Luís |
| Assunto: | NIR spectroscopy pharmaceuticals PCA PLS |
| Ano: | 2019 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade do Minho |
| Idioma: | inglês |
| Origem: | RepositóriUM - Universidade do Minho |
Registos relacionados
category Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
por: Quintelas, Cristina Maria Catalão
Publicado em: (2019)
por: Quintelas, Cristina Maria Catalão
Publicado em: (2019)
article New PLS analysis approach to wine volatile compounds characterization by near infrared spectroscopy (NIR)
por: Genisheva, Zlatina
Publicado em: (2018)
por: Genisheva, Zlatina
Publicado em: (2018)
article NIR spectroscopy applied to the determination of 2Phenylethanol and LPhenylalanine concentrations in culture medium of Yarrowia lipolytica
por: Quintelas, Cristina
Publicado em: (2019)
por: Quintelas, Cristina
Publicado em: (2019)
school Dosing the active ingredient in pharmaceutical powder mixtures using near-infrared spectroscopy (NIRS)
por: Canelas, Ana Rita de Paiva
Publicado em: (2014)
por: Canelas, Ana Rita de Paiva
Publicado em: (2014)
article Spectral markers and machine learning: Revolutionizing Rice evaluation with near infrared spectroscopy
por: Sampaio, Pedro Sousa
Publicado em: (2025)
por: Sampaio, Pedro Sousa
Publicado em: (2025)
article Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products
por: Quintelas, C.
Publicado em: (2015)
por: Quintelas, C.
Publicado em: (2015)
article FT-NIR spectroscopy analysis for monitoring the microbial production of 2-phenylethanol using crude glycerol as carbon source
por: Quintelas, Cristina Maria Catalão
Publicado em: (2022)
por: Quintelas, Cristina Maria Catalão
Publicado em: (2022)
article Discrimination of Camellia japonica cultivars and chemometric models: An interlaboratory study
por: Sousa, Clara
Publicado em: (2019)
por: Sousa, Clara
Publicado em: (2019)
article Environmentally-friendly technology for rapid identification and quantification of emerging pollutants from wastewater using infrared spectroscopy
por: Quintelas, Cristina
Publicado em: (2020)
por: Quintelas, Cristina
Publicado em: (2020)
article Cookie composition analysis by Fourier transform near infrared spectroscopy coupled to chemometric analysis
por: Quintelas, Cristina Maria Catalão
Publicado em: (2024)
por: Quintelas, Cristina Maria Catalão
Publicado em: (2024)
article Enhancing bioactive compound classification through the synergy of fourier-transform infrared spectroscopy and advanced machine learning methods
por: Sampaio, Pedro
Publicado em: (2024)
por: Sampaio, Pedro
Publicado em: (2024)
article In Situ Near-Infrared (NIR) Versus High-Throughput Mid- Infrared (MIR) Spectroscopy to Monitor Biopharmaceutical Production
por: Sales, Kevin C.
Publicado em: (2015)
por: Sales, Kevin C.
Publicado em: (2015)
article Discrimination and quantification of cotton and polyester textile samples using near-infrared and mid-infrared spectroscopies
por: Paz, Maria Luís
Publicado em: (2024)
por: Paz, Maria Luís
Publicado em: (2024)
article Rapid screening of fumonisins in maize using near-infrared spectroscopy (NIRS) and machine learning algorithms
por: Sampaio, Pedro
Publicado em: (2025)
por: Sampaio, Pedro
Publicado em: (2025)
article PLS-R Calibration models for wine spirit volatile phenols pre-diction by near infrared spectroscopy
por: Anjos, O.
Publicado em: (2022)
por: Anjos, O.
Publicado em: (2022)
article Quality assessment of heat-treated wood by NIR spectroscopy
por: Esteves, Bruno
Publicado em: (2008)
por: Esteves, Bruno
Publicado em: (2008)
category Quantification of pharmaceuticals contaminants in wastewaters by NIR spectroscopy
por: Quintelas, Cristina
Publicado em: (2018)
por: Quintelas, Cristina
Publicado em: (2018)
article Assessing the value of a portable near infrared spectroscopy sensor for predicting pork meat quality traits of "asturcelta autochthonous swine breed
por: Roza-Delgado, Begoña de la
Publicado em: (2014)
por: Roza-Delgado, Begoña de la
Publicado em: (2014)
article Non-destructive determination of strawberry fruit and juice quality parameters using ultraviolet, visible, and near-infrared spectroscopy
por: Wlodarska, Katarzyna
Publicado em: (2019)
por: Wlodarska, Katarzyna
Publicado em: (2019)
article Evaluation of quality parameters of apple juices using near-infrared spectroscopy and chemometrics
por: Wlodarska, Katarzyna
Publicado em: (2018)
por: Wlodarska, Katarzyna
Publicado em: (2018)
article Activated sludge process monitoring through in situ near-infrared spectral analysis
por: Dias, A. M. A.
Publicado em: (2008)
por: Dias, A. M. A.
Publicado em: (2008)
article In-line near-infrared spectroscopy : a tool to monitor the preparation of polymer-clay nanocomposites in extruders
por: Barbas, J. M.
Publicado em: (2013)
por: Barbas, J. M.
Publicado em: (2013)
article Validation of a miniaturised near infrared spectrometer for contaminant assessment in biodiesel
por: Monteiro, Luísa
Publicado em: (2023)
por: Monteiro, Luísa
Publicado em: (2023)
category Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products
por: Quintelas, C.
Publicado em: (2015)
por: Quintelas, C.
Publicado em: (2015)
school Fourier transform infrared spectroscopy, a powerful tool to monitor biopharmaceuticals production
por: Sales, Kevin Costa
Publicado em: (2014)
por: Sales, Kevin Costa
Publicado em: (2014)
article Determination of Carbohydrate Composition in Lentils Using Near-Infrared Spectroscopy
por: López-Calabozo, Rocío
Publicado em: (2024)
por: López-Calabozo, Rocío
Publicado em: (2024)
article Deep learning for near-infrared spectral data modelling: Hypes and benefits
por: Mishra, Puneet
Publicado em: (2022)
por: Mishra, Puneet
Publicado em: (2022)
article Fourier transform near-infrared spectroscopy application for sea salt quality evaluation
por: Galvis-Sanchez, Andrea C.
Publicado em: (2011)
por: Galvis-Sanchez, Andrea C.
Publicado em: (2011)
category Wine chemical characterization by near infrared spectroscopy and chemometric analysis
por: Amaral, A. Luís
Publicado em: (2017)
por: Amaral, A. Luís
Publicado em: (2017)
school Nir spectroscopy for non-destructive quality evaluation of fish
por: Rocha, Beatriz Alves da
Publicado em: (2017)
por: Rocha, Beatriz Alves da
Publicado em: (2017)
groups Estimation of proximate composition of quinoa (Chenopodium quinoa Willd.) flour by near-infrared transmission spectroscopy models
por: Encina-Zelada, Christian
Publicado em: (2017)
por: Encina-Zelada, Christian
Publicado em: (2017)
article An approach to predict chemical composition of goat Longissimus thoracis et lumborum muscle by Near Infrared Reflectance spectroscopy
por: Teixeira, Alfredo
Publicado em: (2015)
por: Teixeira, Alfredo
Publicado em: (2015)
school Discriminação de formulações industriais de café torrado através de espectroscopia de infravermelho próximo
por: Brito, Susana Maria Guerreiro Faia
Publicado em: (2012)
por: Brito, Susana Maria Guerreiro Faia
Publicado em: (2012)
groups Comparative analysis of near and mid-infrared spectroscopy to monitor recombinant cyprosin production
por: Sampaio, Pedro
Publicado em: (2015)
por: Sampaio, Pedro
Publicado em: (2015)
article Inoculum type response to different pHs on bio-hydrogen production from L-arabinose a component of hemicellulosic biopolymers
por: Abreu, A. A.
Publicado em: (2009)
por: Abreu, A. A.
Publicado em: (2009)
article Activated sludge process monitoring through in-situ NIR spectral analysis
por: Dias, A. M. A.
Publicado em: (2007)
por: Dias, A. M. A.
Publicado em: (2007)
article An overview of the evolution of infrared spectroscopy applied to bacterial typing
por: Quintelas, Cristina
Publicado em: (2018)
por: Quintelas, Cristina
Publicado em: (2018)
article Estimation of Acacia melanoxylon unbleached Kraft pulp brightness by NIR spectroscopy
por: Santos, António J.A.
Publicado em: (2015)
por: Santos, António J.A.
Publicado em: (2015)
article Estimation of Acacia melanoxylon unbleached Kraft pulp brightness by NIR spectroscopy
por: Santos, António J.A.
Publicado em: (2015)
por: Santos, António J.A.
Publicado em: (2015)
article Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal
por: Lordelo, M.M.
Publicado em: (2008)
por: Lordelo, M.M.
Publicado em: (2008)
Registos relacionados
-
category Rapid method for the quantification and identification of emerging compounds in wastewater based in nir spectroscopy and chemometrics
por: Quintelas, Cristina Maria Catalão
Publicado em: (2019) -
article New PLS analysis approach to wine volatile compounds characterization by near infrared spectroscopy (NIR)
por: Genisheva, Zlatina
Publicado em: (2018) -
article NIR spectroscopy applied to the determination of 2Phenylethanol and LPhenylalanine concentrations in culture medium of Yarrowia lipolytica
por: Quintelas, Cristina
Publicado em: (2019) -
school Dosing the active ingredient in pharmaceutical powder mixtures using near-infrared spectroscopy (NIRS)
por: Canelas, Ana Rita de Paiva
Publicado em: (2014) -
article Spectral markers and machine learning: Revolutionizing Rice evaluation with near infrared spectroscopy
por: Sampaio, Pedro Sousa
Publicado em: (2025)