Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin

Detalhes bibliográficos
Autor(a) principal: Lamas, Sandra
Data de Publicação: 2024
Outros Autores: Ruano, Daniela Filipa Magalhães, Dias, Francisco, Barreiro, M.F., Pereira, J.A., Peres, António M., Rodrigues, Nuno
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/29399
Resumo: Three Portuguese olive oils with PDO (‘Azeite do Alentejo Interior’, ‘Azeites da Beira Interior’ and ‘Azeite de Trás-os-Montes’) were studied considering their physicochemical quality, antioxidant capacity, oxidative stability, total phenols content, gustatory sensory sensations and Fourier transform infrared (FTIR) spectra. All oils fulfilled the legal thresholds of EVOOs and the PDO's specifications. Olive oils from ‘Azeite da Beira Interior’ and ‘Azeite de Trás-os-Montes’ showed greater total phenols contents and antioxidant capacities, while ‘Azeites da Beira Interior′ presented higher oxidative stabilities. Linear discriminant models were developed using FTIR spectra (transmittance and the 1st and 2nd derivatives), allowing the correct identification of the oils’ PDO (100 % sensitivity and specificity, repeated K-fold-CV). This study also revealed that multiple linear regression models, based on FTIR transmittance data, could predict the sweet, bitter, and pungent intensities of the PDO oils (R2≥0.979±0.016; RMSE≤0.26±0.05, repeated K-fold-CV). This demonstrates the potential of using FTIR as a non-destructive technique for authenticating oils with PDO.
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spelling Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of originAuthenticity FTIROlive oilQuality schemesRegion of originThree Portuguese olive oils with PDO (‘Azeite do Alentejo Interior’, ‘Azeites da Beira Interior’ and ‘Azeite de Trás-os-Montes’) were studied considering their physicochemical quality, antioxidant capacity, oxidative stability, total phenols content, gustatory sensory sensations and Fourier transform infrared (FTIR) spectra. All oils fulfilled the legal thresholds of EVOOs and the PDO's specifications. Olive oils from ‘Azeite da Beira Interior’ and ‘Azeite de Trás-os-Montes’ showed greater total phenols contents and antioxidant capacities, while ‘Azeites da Beira Interior′ presented higher oxidative stabilities. Linear discriminant models were developed using FTIR spectra (transmittance and the 1st and 2nd derivatives), allowing the correct identification of the oils’ PDO (100 % sensitivity and specificity, repeated K-fold-CV). This study also revealed that multiple linear regression models, based on FTIR transmittance data, could predict the sweet, bitter, and pungent intensities of the PDO oils (R2≥0.979±0.016; RMSE≤0.26±0.05, repeated K-fold-CV). This demonstrates the potential of using FTIR as a non-destructive technique for authenticating oils with PDO.The authors are grateful to the Foundation for Science and Technology (FCT, Portugal) for financial support by national funds FCT/MCTES (PIDDAC) to CIMO (UIDB/00690/2020 and UIDP/00690/2020) and to the Associate Laboratory SusTEC (LA/ P/0007/2020). The authors are also grateful to the “Project OLIVE4ALL – Olive Heritage for Sustainable Development: Raising Community Awareness of Living Heritage” (ref. JPICH/ 0001/2020), financed by FCT (Portugal). Nuno Rodrigues thanks the FCT – Foundation for Science and Technology, P.I., for the National funding through the institutional program contract for scientific employment. Sandra Lamas also acknowledges the Ph.D. research grant (2022.10070.BD) provided by FCT.Wiley-BlackwellBiblioteca Digital do IPBLamas, SandraRuano, Daniela Filipa MagalhãesDias, FranciscoBarreiro, M.F.Pereira, J.A.Peres, António M.Rodrigues, Nuno2024-01-30T16:44:08Z20242024-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/29399engLamas, Sandra; Ruano, Daniela Filipa Magalhães; Dias, Francisco; Barreiro, M.F.; Pereira, J.A.; Peres, António M.; Rodrigues, Nuno (2024). Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin. Chemistry & Biodiversity. ISSN 1612-1872. p. 1-101612-187210.1002/cbdv.2023016291612-1880info: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:RCAAP2024-02-07T01:19:19Zoai:bibliotecadigital.ipb.pt:10198/29399Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:58:59.736725Repositório 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 the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin
title Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin
spellingShingle Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin
Lamas, Sandra
Authenticity FTIR
Olive oil
Quality schemes
Region of origin
title_short Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin
title_full Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin
title_fullStr Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin
title_full_unstemmed Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin
title_sort Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin
author Lamas, Sandra
author_facet Lamas, Sandra
Ruano, Daniela Filipa Magalhães
Dias, Francisco
Barreiro, M.F.
Pereira, J.A.
Peres, António M.
Rodrigues, Nuno
author_role author
author2 Ruano, Daniela Filipa Magalhães
Dias, Francisco
Barreiro, M.F.
Pereira, J.A.
Peres, António M.
Rodrigues, Nuno
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Lamas, Sandra
Ruano, Daniela Filipa Magalhães
Dias, Francisco
Barreiro, M.F.
Pereira, J.A.
Peres, António M.
Rodrigues, Nuno
dc.subject.por.fl_str_mv Authenticity FTIR
Olive oil
Quality schemes
Region of origin
topic Authenticity FTIR
Olive oil
Quality schemes
Region of origin
description Three Portuguese olive oils with PDO (‘Azeite do Alentejo Interior’, ‘Azeites da Beira Interior’ and ‘Azeite de Trás-os-Montes’) were studied considering their physicochemical quality, antioxidant capacity, oxidative stability, total phenols content, gustatory sensory sensations and Fourier transform infrared (FTIR) spectra. All oils fulfilled the legal thresholds of EVOOs and the PDO's specifications. Olive oils from ‘Azeite da Beira Interior’ and ‘Azeite de Trás-os-Montes’ showed greater total phenols contents and antioxidant capacities, while ‘Azeites da Beira Interior′ presented higher oxidative stabilities. Linear discriminant models were developed using FTIR spectra (transmittance and the 1st and 2nd derivatives), allowing the correct identification of the oils’ PDO (100 % sensitivity and specificity, repeated K-fold-CV). This study also revealed that multiple linear regression models, based on FTIR transmittance data, could predict the sweet, bitter, and pungent intensities of the PDO oils (R2≥0.979±0.016; RMSE≤0.26±0.05, repeated K-fold-CV). This demonstrates the potential of using FTIR as a non-destructive technique for authenticating oils with PDO.
publishDate 2024
dc.date.none.fl_str_mv 2024-01-30T16:44:08Z
2024
2024-01-01T00:00:00Z
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/10198/29399
url http://hdl.handle.net/10198/29399
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Lamas, Sandra; Ruano, Daniela Filipa Magalhães; Dias, Francisco; Barreiro, M.F.; Pereira, J.A.; Peres, António M.; Rodrigues, Nuno (2024). Application of the FTIR technique as a non‐invasive tool to discriminate Portuguese olive oils with protected designation of origin. Chemistry & Biodiversity. ISSN 1612-1872. p. 1-10
1612-1872
10.1002/cbdv.202301629
1612-1880
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.publisher.none.fl_str_mv Wiley-Blackwell
publisher.none.fl_str_mv Wiley-Blackwell
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
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection 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
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