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Evaluation of the Quality of Selected White and Red Wines Produced from Moravia Region of Czech Republic Using Physicochemical Analysis, FTIR Infrared Spectroscopy and Chemometric Techniques

The FTIR-ATR method coupled with the multivariate analysis of specific spectral areas of samples was developed to characterize two white grape varieties (Sauvignon Blanc and Hibernal) and two blue grape varieties (André and Cabernet Moravia) of wine planted and harvested in the Moravia region, Czech...

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Detalles Bibliográficos
Autores principales: Budziak-Wieczorek, Iwona, Mašán, Vladimír, Rząd, Klaudia, Gładyszewska, Bożena, Karcz, Dariusz, Burg, Patrik, Čížková, Alice, Gagoś, Mariusz, Matwijczuk, Arkadiusz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10489813/
https://www.ncbi.nlm.nih.gov/pubmed/37687155
http://dx.doi.org/10.3390/molecules28176326
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author Budziak-Wieczorek, Iwona
Mašán, Vladimír
Rząd, Klaudia
Gładyszewska, Bożena
Karcz, Dariusz
Burg, Patrik
Čížková, Alice
Gagoś, Mariusz
Matwijczuk, Arkadiusz
author_facet Budziak-Wieczorek, Iwona
Mašán, Vladimír
Rząd, Klaudia
Gładyszewska, Bożena
Karcz, Dariusz
Burg, Patrik
Čížková, Alice
Gagoś, Mariusz
Matwijczuk, Arkadiusz
author_sort Budziak-Wieczorek, Iwona
collection PubMed
description The FTIR-ATR method coupled with the multivariate analysis of specific spectral areas of samples was developed to characterize two white grape varieties (Sauvignon Blanc and Hibernal) and two blue grape varieties (André and Cabernet Moravia) of wine planted and harvested in the Moravia region, Czech Republic. Principal component analysis and hierarchical cluster analysis were performed using fingerprint regions of FTIR spectra for all wines. The results obtained by principal component analysis in combination with linear discriminant analysis (PCA-LDA) scores yielded clear separation between the four classes of samples and showed very good discrimination between the wine samples, with a 91.7% overall classification rate for the samples. The conducted FTIR spectroscopy studies coupled with chemometrics allowed for the swift analysis of multiple wine components with minimal sample preparation. These methods can be used in research to improve specific properties of these wines, which will undoubtedly enhance the quality of the final wine samples obtained.
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spelling pubmed-104898132023-09-09 Evaluation of the Quality of Selected White and Red Wines Produced from Moravia Region of Czech Republic Using Physicochemical Analysis, FTIR Infrared Spectroscopy and Chemometric Techniques Budziak-Wieczorek, Iwona Mašán, Vladimír Rząd, Klaudia Gładyszewska, Bożena Karcz, Dariusz Burg, Patrik Čížková, Alice Gagoś, Mariusz Matwijczuk, Arkadiusz Molecules Article The FTIR-ATR method coupled with the multivariate analysis of specific spectral areas of samples was developed to characterize two white grape varieties (Sauvignon Blanc and Hibernal) and two blue grape varieties (André and Cabernet Moravia) of wine planted and harvested in the Moravia region, Czech Republic. Principal component analysis and hierarchical cluster analysis were performed using fingerprint regions of FTIR spectra for all wines. The results obtained by principal component analysis in combination with linear discriminant analysis (PCA-LDA) scores yielded clear separation between the four classes of samples and showed very good discrimination between the wine samples, with a 91.7% overall classification rate for the samples. The conducted FTIR spectroscopy studies coupled with chemometrics allowed for the swift analysis of multiple wine components with minimal sample preparation. These methods can be used in research to improve specific properties of these wines, which will undoubtedly enhance the quality of the final wine samples obtained. MDPI 2023-08-29 /pmc/articles/PMC10489813/ /pubmed/37687155 http://dx.doi.org/10.3390/molecules28176326 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Budziak-Wieczorek, Iwona
Mašán, Vladimír
Rząd, Klaudia
Gładyszewska, Bożena
Karcz, Dariusz
Burg, Patrik
Čížková, Alice
Gagoś, Mariusz
Matwijczuk, Arkadiusz
Evaluation of the Quality of Selected White and Red Wines Produced from Moravia Region of Czech Republic Using Physicochemical Analysis, FTIR Infrared Spectroscopy and Chemometric Techniques
title Evaluation of the Quality of Selected White and Red Wines Produced from Moravia Region of Czech Republic Using Physicochemical Analysis, FTIR Infrared Spectroscopy and Chemometric Techniques
title_full Evaluation of the Quality of Selected White and Red Wines Produced from Moravia Region of Czech Republic Using Physicochemical Analysis, FTIR Infrared Spectroscopy and Chemometric Techniques
title_fullStr Evaluation of the Quality of Selected White and Red Wines Produced from Moravia Region of Czech Republic Using Physicochemical Analysis, FTIR Infrared Spectroscopy and Chemometric Techniques
title_full_unstemmed Evaluation of the Quality of Selected White and Red Wines Produced from Moravia Region of Czech Republic Using Physicochemical Analysis, FTIR Infrared Spectroscopy and Chemometric Techniques
title_short Evaluation of the Quality of Selected White and Red Wines Produced from Moravia Region of Czech Republic Using Physicochemical Analysis, FTIR Infrared Spectroscopy and Chemometric Techniques
title_sort evaluation of the quality of selected white and red wines produced from moravia region of czech republic using physicochemical analysis, ftir infrared spectroscopy and chemometric techniques
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10489813/
https://www.ncbi.nlm.nih.gov/pubmed/37687155
http://dx.doi.org/10.3390/molecules28176326
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