Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies

Bibliographic Details
Main Author: Anjos, O.
Publication Date: 2020
Other Authors: Martínez Comesaña, Miguel, Caldeira, Ilda, Pedro, Soraia, Eguía Oller, Pablo, Canas, Sara
Format: Article
Language: eng
Source: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Download full: http://hdl.handle.net/10400.11/7284
Summary: Fourier transform infrared spectroscopy (FTIR) with Attenuated Total Reflection (ATR) combined with functional data analysis (FDA) was applied to differentiate aged wine spirits according to the ageing technology (traditional using 250 L wooden barrels versus alternative using micro-oxygenation and wood staves applied in 1000 L stainless steel tanks), the wood species used (chestnut and oak), and the ageing time (6, 12, and 18 months). For this purpose, several features of the wine spirits were examined: chromatic characteristics resulting from the CIELab method, total phenolic index, concentrations of furfural, ellagic acid, vanillin, and coniferaldehyde, and total content of low molecular weight phenolic compounds determined by HPLC. FDA applied to spectral data highlighted the differentiation between all groups of samples, confirming the differentiation observed with the analytical parameters measured. All samples in the test set were differentiated and correctly assigned to the aged wine spirits by FDA. The FTIR-ATR spectroscopy combined with FDA is a powerful methodology to discriminate wine spirits resulting from different ageing technologies.
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spelling Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologiesFTIR-ATRFDAVector analysisWine spiritAgeing technologyMicro-oxygenationWoodOakChestnutAgeing timeFourier transform infrared spectroscopy (FTIR) with Attenuated Total Reflection (ATR) combined with functional data analysis (FDA) was applied to differentiate aged wine spirits according to the ageing technology (traditional using 250 L wooden barrels versus alternative using micro-oxygenation and wood staves applied in 1000 L stainless steel tanks), the wood species used (chestnut and oak), and the ageing time (6, 12, and 18 months). For this purpose, several features of the wine spirits were examined: chromatic characteristics resulting from the CIELab method, total phenolic index, concentrations of furfural, ellagic acid, vanillin, and coniferaldehyde, and total content of low molecular weight phenolic compounds determined by HPLC. FDA applied to spectral data highlighted the differentiation between all groups of samples, confirming the differentiation observed with the analytical parameters measured. All samples in the test set were differentiated and correctly assigned to the aged wine spirits by FDA. The FTIR-ATR spectroscopy combined with FDA is a powerful methodology to discriminate wine spirits resulting from different ageing technologies.Repositório Científico do Instituto Politécnico de Castelo BrancoAnjos, O.Martínez Comesaña, MiguelCaldeira, IldaPedro, SoraiaEguía Oller, PabloCanas, Sara2020-10-23T14:42:03Z20202020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.11/7284engANJOS, O. [et al.] (2020) - Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies. Mathematics. Vol. 8, n.º 6. DOI 10.3390/math806089610.3390/math8060896info: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:RCAAP2023-08-12T01:46:37Zoai:repositorio.ipcb.pt:10400.11/7284Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:37:50.967177Repositório 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 Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies
title Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies
spellingShingle Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies
Anjos, O.
FTIR-ATR
FDA
Vector analysis
Wine spirit
Ageing technology
Micro-oxygenation
Wood
Oak
Chestnut
Ageing time
title_short Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies
title_full Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies
title_fullStr Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies
title_full_unstemmed Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies
title_sort Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies
author Anjos, O.
author_facet Anjos, O.
Martínez Comesaña, Miguel
Caldeira, Ilda
Pedro, Soraia
Eguía Oller, Pablo
Canas, Sara
author_role author
author2 Martínez Comesaña, Miguel
Caldeira, Ilda
Pedro, Soraia
Eguía Oller, Pablo
Canas, Sara
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico de Castelo Branco
dc.contributor.author.fl_str_mv Anjos, O.
Martínez Comesaña, Miguel
Caldeira, Ilda
Pedro, Soraia
Eguía Oller, Pablo
Canas, Sara
dc.subject.por.fl_str_mv FTIR-ATR
FDA
Vector analysis
Wine spirit
Ageing technology
Micro-oxygenation
Wood
Oak
Chestnut
Ageing time
topic FTIR-ATR
FDA
Vector analysis
Wine spirit
Ageing technology
Micro-oxygenation
Wood
Oak
Chestnut
Ageing time
description Fourier transform infrared spectroscopy (FTIR) with Attenuated Total Reflection (ATR) combined with functional data analysis (FDA) was applied to differentiate aged wine spirits according to the ageing technology (traditional using 250 L wooden barrels versus alternative using micro-oxygenation and wood staves applied in 1000 L stainless steel tanks), the wood species used (chestnut and oak), and the ageing time (6, 12, and 18 months). For this purpose, several features of the wine spirits were examined: chromatic characteristics resulting from the CIELab method, total phenolic index, concentrations of furfural, ellagic acid, vanillin, and coniferaldehyde, and total content of low molecular weight phenolic compounds determined by HPLC. FDA applied to spectral data highlighted the differentiation between all groups of samples, confirming the differentiation observed with the analytical parameters measured. All samples in the test set were differentiated and correctly assigned to the aged wine spirits by FDA. The FTIR-ATR spectroscopy combined with FDA is a powerful methodology to discriminate wine spirits resulting from different ageing technologies.
publishDate 2020
dc.date.none.fl_str_mv 2020-10-23T14:42:03Z
2020
2020-01-01T00:00:00Z
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/10400.11/7284
url http://hdl.handle.net/10400.11/7284
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv ANJOS, O. [et al.] (2020) - Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies. Mathematics. Vol. 8, n.º 6. DOI 10.3390/math8060896
10.3390/math8060896
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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