Year-To Differentiation of Black Tea Through Spectroscopic and Chemometric Analysis

dc.contributor.author Yorulmaz, H.
dc.contributor.author Cavdaroglu, C.
dc.contributor.author Donmez, O.
dc.contributor.author Serpen, A.
dc.contributor.author Ozen, B.
dc.date.accessioned 2025-02-05T09:48:36Z
dc.date.available 2025-02-05T09:48:36Z
dc.date.issued 2025
dc.description.abstract The compositions of food products such as tea can vary significantly from one harvest year to another, primarily due to factors such as shifting climatic conditions, and plant periodicity. These fluctuations in composition can significantly affect the overall product quality. Spectral methods combined with chemometric techniques can provide efficient tools to monitor and assess these variations. In this study, 205 black tea samples from two consecutive harvest years were analyzed using mid-infrared, UV–visible, and fluorescence spectroscopy. Mid-infrared spectra were collected for both infused and powdered samples, while only the infused samples were used for the other spectroscopic methods. The study used partial least-square discriminant (PLS-DA) and orthogonal partial least-square discriminant analyses (OPLS-DA) to differentiate samples by harvest year. These models, applied after various data transformations, achieved high correct classification rates. Mid-infrared spectroscopic data yielded rates of 93.33% and 90.33% for powdered and infused samples, respectively. Fluorescence and UV–visible spectra also showed excellent prediction accuracy, with success rates of 98.3% and 100%. The results indicate that these spectroscopic methods, combined with chemometric differentiation, are valuable tools for monitoring year-to-year changes in black tea. © The Author(s) 2024. en_US
dc.description.sponsorship Türkiye Bilimsel ve Teknolojik Araştırma Kurumu, TÜBİTAK; Döhler Turkiye en_US
dc.identifier.doi 10.1007/s00217-024-04650-5
dc.identifier.issn 1438-2377
dc.identifier.issn 1438-2385
dc.identifier.scopus 2-s2.0-85217207986
dc.identifier.uri https://doi.org/10.1007/s00217-024-04650-5
dc.identifier.uri https://hdl.handle.net/11147/15280
dc.language.iso en en_US
dc.publisher Springer Science and Business Media Deutschland GmbH en_US
dc.relation.ispartof European Food Research and Technology en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Black Tea en_US
dc.subject Chemometrics en_US
dc.subject Fluorescence Spectroscopy en_US
dc.subject Infrared Spectroscopy en_US
dc.subject Uv–Visible Spectroscopy en_US
dc.title Year-To Differentiation of Black Tea Through Spectroscopic and Chemometric Analysis en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.id Ozen, Banu/0000-0002-0428-320X
gdc.author.id Ozen, Banu / 0000-0002-0428-320X en_US
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gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.collaboration.industrial false
gdc.description.department İzmir Institute of Technology en_US
gdc.description.departmenttemp Yorulmaz H., Department of Food Engineering, Izmir Institute of Technology, Urla-Izmir, Türkiye; Cavdaroglu C., Department of Food Engineering, Izmir Institute of Technology, Urla-Izmir, Türkiye; Donmez O., Research & Innovation Department, DÖHLER Turkiye, Karaman, Türkiye; Serpen A., Research & Innovation Department, DÖHLER Turkiye, Karaman, Türkiye; Ozen B., Department of Food Engineering, Izmir Institute of Technology, Urla-Izmir, Türkiye en_US
gdc.description.endpage 544
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q2
gdc.description.startpage 535
gdc.description.volume 251
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q2
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gdc.openalex.collaboration National
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gdc.opencitations.count 0
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