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dc.creatorLužaić, Tanja
dc.creatorKravić, Snežana
dc.creatorStojanović, Zorica
dc.creatorGrahovac, Nada
dc.creatorJocić, Siniša
dc.creatorCvejić, Sandra
dc.creatorPezo, Lato
dc.creatorRomanić, Ranko S.
dc.date.accessioned2023-08-02T12:26:03Z
dc.date.available2023-08-02T12:26:03Z
dc.date.issued2023
dc.identifier.issn2405-8440
dc.identifier.urihttp://fiver.ifvcns.rs/handle/123456789/3645
dc.description.abstractIn this work, the chemical composition analysis was performed for cold pressed oils obtained from the 15 sunflower hybrids grown in Serbia and Argentina, as well as the determination of their oxidative quality. The fatty acid composition and bioactive compounds including total tocopherols, phenols, carotenoids, and chlorophyll contents were investigated. The oxidation products were monitored through the peroxide value (PV), anisidine value (AnV), conjugated dienes (CD) and conjugated trienes (CT) content, and total oxidation index (TOTOX) under accelerated oxidation conditions by the oven method. Results: Linoleic acid was the most abundant fatty acid in investigated oil samples, followed by oleic and palmitic acids. The mean contents of total tocopherols, phenols, carotenoids, and chlorophyll were 518.24, 9.42, 7.54 and 0.99 mg/kg, respectively. In order to obtain an overview of sample variations according to the tested parameters Principal Component Analysis (PCA) was applied. Conclusion: PCA indicated that phenols, chlorophyll, linoleic and oleic acid were the most effective variables for the differentiation of sunflower hybrids grown in Serbia and Argentina. Furthermore, based on the fatty acid composition and bioactive compounds content in the oils, a new Artificial Neural Network (ANN) model was developed to predict the oxidative stability parameters of cold pressed sunflower oil.sr
dc.language.isoensr
dc.publisherElseviersr
dc.relationinfo:eu-repo/grantAgreement/MESTD/inst-2020/200134/RS//sr
dc.rightsopenAccesssr
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceHeliyonsr
dc.subjectTotox indexsr
dc.subjectOxidative stability predictionsr
dc.subjectArtificial neural networksr
dc.subjectoxidative characteristicssr
dc.subjectfatty acidssr
dc.subjectfatty acid compositionsr
dc.subjectbioactive compoundssr
dc.subjectcold pressed oilssr
dc.subjectsunflowersr
dc.subjectHelianthus annuussr
dc.subjectSerbiasr
dc.subjectArgentinasr
dc.titleInvestigation of oxidative characteristics, fatty acid composition and bioactive compounds content in cold pressed oils of sunflower grown in Serbia and Argentinasr
dc.typearticlesr
dc.rights.licenseBYsr
dc.citation.issue7
dc.citation.rankM22~
dc.citation.spageE18201
dc.citation.volume9
dc.identifier.doi10.1016/j.heliyon.2023.e18201
dc.identifier.fulltexthttp://fiver.ifvcns.rs/bitstream/id/9543/bitstream_9543.pdf
dc.identifier.scopus2-s2.0-85165289577
dc.type.versionpublishedVersionsr


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