The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils

Detalhes bibliográficos
Autor(a) principal: Rodrigues, Nuno
Data de Publicação: 2021
Outros Autores: Silva, Kevin, Veloso, Ana C. A., Pereira, José Alberto, Peres, António M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/74760
Resumo: Cv. Arbequina extra virgin olive oils (EVOO) were flavored with cinnamon, garlic, and rosemary and characterized. Although flavoring significantly affected the physicochemical quality parameters, all oils fulfilled the legal thresholds for EVOO classification. Flavoring increased (20 to 40%) the total phenolic contents, whereas oxidative stability was dependent on the flavoring agent (a slight increase for rosemary and a decrease for cinnamon and garlic). Flavoring also had a significant impact on the sensory profiles. Unflavored oils, cinnamon, and garlic flavored oils had a fruity-ripe sensation while rosemary flavored oils were fruity-green oils. Fruit-related sensations, perceived in unflavored oils, disappeared with flavoring. Flavoring decreased the sweetness, enhanced the bitterness, and did not influence the pungency of the oils. According to the EU regulations, flavored oils cannot be commercialized as EVOO. Thus, to guarantee the legal labelling requirement and to meet the expectations of the market-specific consumers for differentiated olive oils, a lab-made electronic nose was applied. The device successfully discriminated unflavored from flavored oils and identified the type of flavoring agent (90 ± 10% of correct classifications for the repeated K-fold cross-validation method). Thus, the electronic nose could be used as a practical non-destructive preliminary classification tool for recognizing olive oils’ flavoring practice.
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spelling The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oilsCinnamonGarlicRosemaryFlavored oilsQualityOxidative stabilityQuality controlElectronic noseChemometricsScience & TechnologyCv. Arbequina extra virgin olive oils (EVOO) were flavored with cinnamon, garlic, and rosemary and characterized. Although flavoring significantly affected the physicochemical quality parameters, all oils fulfilled the legal thresholds for EVOO classification. Flavoring increased (20 to 40%) the total phenolic contents, whereas oxidative stability was dependent on the flavoring agent (a slight increase for rosemary and a decrease for cinnamon and garlic). Flavoring also had a significant impact on the sensory profiles. Unflavored oils, cinnamon, and garlic flavored oils had a fruity-ripe sensation while rosemary flavored oils were fruity-green oils. Fruit-related sensations, perceived in unflavored oils, disappeared with flavoring. Flavoring decreased the sweetness, enhanced the bitterness, and did not influence the pungency of the oils. According to the EU regulations, flavored oils cannot be commercialized as EVOO. Thus, to guarantee the legal labelling requirement and to meet the expectations of the market-specific consumers for differentiated olive oils, a lab-made electronic nose was applied. The device successfully discriminated unflavored from flavored oils and identified the type of flavoring agent (90 ± 10% of correct classifications for the repeated K-fold cross-validation method). Thus, the electronic nose could be used as a practical non-destructive preliminary classification tool for recognizing olive oils’ flavoring practice.The authors are grateful to the Foundation for Science and Technology (FCT, Portugal) for financial support by national funds FCT/MCTES to CIMO (UIDB/00690/2020) and to CEB (UIDB/04469/2020) units and to the Associate Laboratory SusTEC (LA/P/0007/2020), as well as to BioTecNorte operation (NORTE-01-0145-FEDER-000004) funded by the European Regional Development Fund under the scope of Norte 2020—Programa Operacional Regional do Norte. Nuno Rodrigues thanks to National funding by FCT—Foundation for Science and Technology, P.I., through the institutional scientific employment program-contractinfo:eu-repo/semantics/publishedVersionMDPIUniversidade do MinhoRodrigues, NunoSilva, KevinVeloso, Ana C. A.Pereira, José AlbertoPeres, António M.2021-11-222021-11-22T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/74760engRodrigues, Nuno; Silva, Kevin; Veloso, Ana C. A.; Pereira, José Alberto; Peres, António M., The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils. Foods, 10(11), 2886, 20212304-815810.3390/foods10112886https://www.mdpi.com/journal/foodsinfo: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:RCAAP2023-07-21T12:38:34Zoai:repositorium.sdum.uminho.pt:1822/74760Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:35:04.035661Repositório 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 The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils
title The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils
spellingShingle The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils
Rodrigues, Nuno
Cinnamon
Garlic
Rosemary
Flavored oils
Quality
Oxidative stability
Quality control
Electronic nose
Chemometrics
Science & Technology
title_short The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils
title_full The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils
title_fullStr The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils
title_full_unstemmed The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils
title_sort The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils
author Rodrigues, Nuno
author_facet Rodrigues, Nuno
Silva, Kevin
Veloso, Ana C. A.
Pereira, José Alberto
Peres, António M.
author_role author
author2 Silva, Kevin
Veloso, Ana C. A.
Pereira, José Alberto
Peres, António M.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Rodrigues, Nuno
Silva, Kevin
Veloso, Ana C. A.
Pereira, José Alberto
Peres, António M.
dc.subject.por.fl_str_mv Cinnamon
Garlic
Rosemary
Flavored oils
Quality
Oxidative stability
Quality control
Electronic nose
Chemometrics
Science & Technology
topic Cinnamon
Garlic
Rosemary
Flavored oils
Quality
Oxidative stability
Quality control
Electronic nose
Chemometrics
Science & Technology
description Cv. Arbequina extra virgin olive oils (EVOO) were flavored with cinnamon, garlic, and rosemary and characterized. Although flavoring significantly affected the physicochemical quality parameters, all oils fulfilled the legal thresholds for EVOO classification. Flavoring increased (20 to 40%) the total phenolic contents, whereas oxidative stability was dependent on the flavoring agent (a slight increase for rosemary and a decrease for cinnamon and garlic). Flavoring also had a significant impact on the sensory profiles. Unflavored oils, cinnamon, and garlic flavored oils had a fruity-ripe sensation while rosemary flavored oils were fruity-green oils. Fruit-related sensations, perceived in unflavored oils, disappeared with flavoring. Flavoring decreased the sweetness, enhanced the bitterness, and did not influence the pungency of the oils. According to the EU regulations, flavored oils cannot be commercialized as EVOO. Thus, to guarantee the legal labelling requirement and to meet the expectations of the market-specific consumers for differentiated olive oils, a lab-made electronic nose was applied. The device successfully discriminated unflavored from flavored oils and identified the type of flavoring agent (90 ± 10% of correct classifications for the repeated K-fold cross-validation method). Thus, the electronic nose could be used as a practical non-destructive preliminary classification tool for recognizing olive oils’ flavoring practice.
publishDate 2021
dc.date.none.fl_str_mv 2021-11-22
2021-11-22T00:00:00Z
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 https://hdl.handle.net/1822/74760
url https://hdl.handle.net/1822/74760
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Rodrigues, Nuno; Silva, Kevin; Veloso, Ana C. A.; Pereira, José Alberto; Peres, António M., The use of electronic nose as alternative non-destructive technique to discriminate flavored and unflavored olive oils. Foods, 10(11), 2886, 2021
2304-8158
10.3390/foods10112886
https://www.mdpi.com/journal/foods
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 MDPI
publisher.none.fl_str_mv MDPI
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
instacron_str RCAAP
institution RCAAP
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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