Application of Functional Data Analysis and FTIR-ATR Spectroscopy to discriminate wine spirits ageing technologies
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.11/7284 |
Resumo: | 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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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) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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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 |
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1799130841804177408 |