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dc.contributor.authorGómez Lacalle, Rafael
dc.contributor.authorIratzoki, Idoia
dc.contributor.authorHeres, Ana María
dc.contributor.authorBecerril Soto, José María ORCID
dc.contributor.authorGarcía Plazaola, José Ignacio ORCID
dc.contributor.authorEsteban Terradillos, Raquel ORCID
dc.date.accessioned2024-06-24T17:26:51Z
dc.date.available2024-06-24T17:26:51Z
dc.date.issued2024-06
dc.identifier.citationJournal of Agriculture and Food Research 16 : (2024) // Article ID 101151es_ES
dc.identifier.issn2666-1543
dc.identifier.urihttp://hdl.handle.net/10810/68634
dc.description.abstractThe quantification of phytochemicals with nutritional benefits relies on accuracy yet time-consuming, expensive and destructive methodologies. In contrast, optical indices widely employed in disciplines such as ecology can serve as fast, low-cost, and non-destructive tools for tracking pigment changes. However, their potential application in postharvest phases and commercialization (i.e., supermarkets) remains underexplored. In this context, this work aimed to investigate the feasibility of using the normalized difference vegetation index (NDVI), the chlorophyll content index (CCI) and the photochemical reflectance index (PRI) to estimate phytochemicals of nutraceutical interest (chlorophylls, carotenoids and tocopherols). A fully factorial and randomized experimental design (combining different illumination, packaging, and collecting time) was conducted in two green leafy packaged vegetables (rocket and spinach). With this design that induced differences in physiological parameters a database with variable content of isoprenoids (carotenoids, chlorophylls, and tocopherols) based on treatments was created. By establishing correlations and models between isoprenoids and optical indices, the NDVI was revealed as a valuable tool to estimate chlorophyll content in both species, while the PRI tracked both tocopherol and carotenoid (except for β-carotene) content. Taking this approach, estimation of the sum of total carotenoids and tocopherols was achieved using the PRI. This study confirms the possibility of extending the use of the NDVI and PRI to real-time nutritional monitoring in different stages of production and commercialization. A future application envisions integrating this technology into refrigerators for enhanced consumer access to nutritional information.es_ES
dc.description.sponsorshipThis work was supported by the he Basque Government, Spain [grant UPV/EHU-GV IT-1648–22] and by MCIN/AEI/10.13039/501100011033 [project PID2020-113244 GA-C22]. RGL, RE, JIGP, JMB are members of the Spanish Carotenoid Network (CaRed) funded by MCIN/AEI [grant RED2022-134577-T]. RGL thanks the University of the Basque Country for the awarded grant “Ayudas para la recualificación del sistema universitario español para 2022–2023” (Next GenerationEU).es_ES
dc.language.isoenges_ES
dc.publisherElsevieres_ES
dc.relationinfo:eu-repo/grantAgreement/MICINN/PID2020-113244 GA-C22es_ES
dc.relationinfo:eu-repo/grantAgreement/MICINN/RED2022-134577-Tes_ES
dc.rightsinfo:eu-repo/semantics/openAccesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/*
dc.subjectchromatographyes_ES
dc.subjectoptical indiceses_ES
dc.subjectphotochemical reflectance indexes_ES
dc.subjectmonitoringes_ES
dc.subjectxanthophyllses_ES
dc.subjecttocopherolses_ES
dc.titleNon-destructive optical indices to estimate isoprenoids with nutritional value in packed rocket and spinaches_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.rights.holder© 2024 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by- nc-nd/4.0/).es_ES
dc.rights.holderAtribución-NoComercial-SinDerivadas 3.0 España*
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S2666154324001881es_ES
dc.identifier.doi10.1016/j.jafr.2024.101151
dc.departamentoesBiología vegetal y ecologíaes_ES
dc.departamentoeuLandaren biologia eta ekologiaes_ES


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© 2024 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-
nc-nd/4.0/).
Except where otherwise noted, this item's license is described as © 2024 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by- nc-nd/4.0/).