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dc.contributor.authorAyvaz, Hüseyin
dc.contributor.authorTemizkan, Rıza
dc.contributor.authorMenevşeoğlu, Ahmed
dc.contributor.authorDoğan, Muhammed Ali
dc.contributor.authorNazlım, Burak Alptuğ
dc.contributor.authorGünay, Ezgi
dc.contributor.authorPala, Ciğdem Uysal
dc.date.accessioned2024-01-27T12:22:46Z
dc.date.available2024-01-27T12:22:46Z
dc.date.issued2023en_US
dc.identifier.citationAyvaz, H., Temizkan, R., Menevşeoğlu, A., Doğan, M. A., Nazlım, B. A., Günay, E., & Pala, C. U. (2023). A comprehensive study on the quality characteristics of sweet red pepper paste and the evaluation of near-infrared spectroscopy as a rapid alternative tool. European Food Research and Technology, 249(3), 607–618. https://doi.org/10.1007/s00217-022-04156-yen_US
dc.identifier.issn1438-2377 / 1438-2385
dc.identifier.urihttps://doi.org/10.1007/s00217-022-04156-y
dc.identifier.urihttps://hdl.handle.net/20.500.12428/5464
dc.description.abstractRed pepper (Capsicum annuum L. cv. Capia) is an important vegetable obtained from a 1-year cultivated plant belonging to the Solanaceae family. Among the products of red pepper, its paste is very similar to tomato paste in appearance; however, it differs in terms of flavor properties. The wide-ranging quality parameters (dry matter, soluble solids, pH, titration acidity, salt, insoluble ash, total reducing sugars, color values, total carotenoid, antioxidant properties, browning index, and 5-hydroxymethylfurfural) of commercial sweet pepper pastes (n = 52) were determined. To the best of our knowledge, this study is the most comprehensive study on determining the quality parameters of red pepper paste, and its in-depth results will help food authorities issue registrations related to commercial pepper paste in countries such as Türkiye. Additionally, near-infrared (NIR) spectroscopy-based machine-learning algorithms were evaluated for the first time in paste samples as a rapid alternative or complementary to the conventional analytical methods. Regarding the conditional entropy-based models, successful predictions with high accuracy were developed for all the quality parameters of pepper paste. Except for the coefficient of determination value of 0.69 and 0.85 in the prediction of HMF and a/b color values in the developed models, respectively, 0.96 or higher coefficients of determination were obtained for all other parameters. Therefore, NIR spectroscopy, along with the conditional entropy-based predictions, enables simple, fast, multiparametric and accurate quantitative prediction of the numerous quality parameters for commercial sweet pepper pastes and has the potential to be used in routine quality control analyses by pepper paste producers.en_US
dc.language.isoengen_US
dc.publisherSpringer Science and Business Media Deutschland GmbHen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectInfrareden_US
dc.subjectMachine learningen_US
dc.subjectPasteen_US
dc.subjectQualityen_US
dc.subjectSweet red pepperen_US
dc.titleA comprehensive study on the quality characteristics of sweet red pepper paste and the evaluation of near-infrared spectroscopy as a rapid alternative toolen_US
dc.typearticleen_US
dc.authorid0000-0001-9705-6921en_US
dc.authorid0000-0001-5746-8921en_US
dc.authorid-en_US
dc.authorid-en_US
dc.authorid0000-0003-1784-9134en_US
dc.relation.ispartofEuropean Food Research and Technologyen_US
dc.departmentFakülteler, Mühendislik Fakültesi, Gıda Mühendisliği Bölümüen_US
dc.identifier.volume249en_US
dc.identifier.issue3en_US
dc.identifier.startpage607en_US
dc.identifier.endpage618en_US
dc.institutionauthorAyvaz, Hüseyin
dc.institutionauthorTemizkan, Rıza
dc.institutionauthorDoğan, Muhammed Ali
dc.institutionauthorNazlım, Burak Alptuğ
dc.institutionauthorPala, Ciğdem Uysal
dc.identifier.doi10.1007/s00217-022-04156-yen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.authorwosid-en_US
dc.authorwosidH-8794-2019en_US
dc.authorwosid-en_US
dc.authorwosid-en_US
dc.authorwosidA-4827-2016en_US
dc.authorscopusid54792612800en_US
dc.authorscopusid55389584500en_US
dc.authorscopusid57205217543en_US
dc.authorscopusid57447210600en_US
dc.authorscopusid15766763000en_US
dc.identifier.wosqualityQ2en_US
dc.identifier.wosWOS:000876196900001en_US
dc.identifier.scopus2-s2.0-85141000019en_US


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