Adulteration of Pomegranate Molasses With Sugar Syrups: Application of FTIR-ATR Spectroscopy and Chemometrics
| dc.contributor.author | Kilinc, Gizem Simge | |
| dc.contributor.author | Uncu, Oguz | |
| dc.contributor.author | Eren, Ismail | |
| dc.contributor.author | Bagdatlioglu, Neriman | |
| dc.date.accessioned | 2025-07-25T16:50:47Z | |
| dc.date.available | 2025-07-25T16:50:47Z | |
| dc.date.issued | 2025 | |
| dc.description.abstract | In this study, it was aimed to determine the adulteration ratio of pomegranate molasses (PM) with sugar syrups by using FTIR spectroscopy based upon chemometrics. With this intention, 34 pure PM samples were supplied from local manufacturers and adulterated with high fructose corn syrup (HFCS), glucose-fructose syrup (GFS) and beet sugar syrup (BSS) in varying ratios (5-50 %, w/w). Authentic and adulterated PM samples were analyzed in the range of 4000 and 400 cm(-1) wavenumber by FTIR spectroscopy. PCA was applied as a pretreatment for classification and regression analysis to select the spectral region and data reduction. Whereby the DD-SIMCA models were created using this information. The adulterated and authentic samples were classified correctly by the developed DD-SIMCA models. In the calibration and prediction model of DD-SIMCA, authentic and adulterated PM samples were correctly classified with high sensitivity (>= 0.91) and specificity (>= 0.94), and a clear distinction was observed with high efficiency (>= 0.94). Adulteration rates in PM samples were determined by PLS-R analysis. The correlation coefficients (R-2 >= 0.98) of models were also found quite high. As a consequence, FTIR spectroscopy in conjunction with chemometric approaches could be applied as a quick, dependable, non-destructive, and environmentally friendly tool for categorizing, distinguishing, and quantifying adulteration rates in PM samples. | en_US |
| dc.description.sponsorship | Council of Scientific Research Projects [BAP 2021-083] | en_US |
| dc.description.sponsorship | This paper was based on Gizem Simge Kilinc's M.Sc. thesis. We would like to thank The Council of Scientific Research Projects (Project Number: BAP 2021-083) of Manisa Celal Bayar University. | en_US |
| dc.identifier.doi | 10.1016/j.microc.2025.114382 | |
| dc.identifier.issn | 0026-265X | |
| dc.identifier.issn | 1095-9149 | |
| dc.identifier.scopus | 2-s2.0-105009332393 | |
| dc.identifier.uri | https://doi.org/10.1016/j.microc.2025.114382 | |
| dc.identifier.uri | https://hdl.handle.net/11147/15730 | |
| dc.language.iso | en | en_US |
| dc.publisher | Elsevier | en_US |
| dc.relation.ispartof | Microchemical Journal | |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Pomegranate Molasses | en_US |
| dc.subject | Ftir Spectroscopy | en_US |
| dc.subject | Adulteration | en_US |
| dc.subject | Chemometrics | en_US |
| dc.subject | DD-SIMCA | en_US |
| dc.subject | PLS-R | en_US |
| dc.title | Adulteration of Pomegranate Molasses With Sugar Syrups: Application of FTIR-ATR Spectroscopy and Chemometrics | en_US |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
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| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::journal::journal article | |
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| gdc.description.department | İzmir Institute of Technology | en_US |
| gdc.description.departmenttemp | [Kilinc, Gizem Simge; Eren, Ismail; Bagdatlioglu, Neriman] Manisa Celal Bayar Univ, Fac Engn & Nat Sci, Dept Food Engn, Manisa, Turkiye; [Uncu, Oguz] Izmir Inst Technol, Fac Engn, Dept Food Engn, Urla Izmir, Turkiye | en_US |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | Q2 | |
| gdc.description.volume | 215 | en_US |
| gdc.description.woscitationindex | Science Citation Index Expanded | |
| gdc.description.wosquality | Q1 | |
| gdc.identifier.openalex | W4411589707 | |
| gdc.identifier.wos | WOS:001525162000007 | |
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