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Detection of lard in butter using Raman spectroscopy combined with chemometrics

dc.contributor.authorTaylan, Osman
dc.contributor.authorCebi, Nur
dc.contributor.authorYilmaz, Mustafa Tahsin
dc.contributor.authorSagdic, Osman
dc.contributor.authorBakhsh, Ahmed Atef
dc.date.accessioned2026-06-27T14:25:19Z
dc.date.issued2020
dc.description.abstractThere is a contentious need for robust and rapid methodologies for maintaining the authenticity of foods and food additives. The current paper presented a new Raman spectroscopy-based methodology for detection and quantification of lard in butter. Hierarchical cluster analysis (HCA) and principal component analysis (PCA) were successfully performed for the classification and discrimination of butter and lard-adulterated samples. Strong discrimination pattern was observed in the HCA analysis. Also, partial least squares regression and principal component regression (R-2 = 0.99) were applied for quantification of lard in butter samples. Quite favorable prediction capabilities were observed in the cross-validation of PLS and PCR analysis for the adulteration levels between 0% and 100% lard fat (w/w). Raman spectroscopy coupled chemometrics was employed effectively for quantification of lard fat in butter fat samples with easy, robust, effective, low-cost and reliable application in the quality control of butter.en
dc.description.sponsorshipDeanship of Scientific Research (DSR) at King Abdulaziz University, Jeddah [D1440220-135]
dc.description.sponsorshipDSR
dc.description.urihttps://doi.org/10.1016/j.foodchem.2020.127344
dc.identifier.doi10.1016/j.foodchem.2020.127344
dc.identifier.eissn1873-7072
dc.identifier.issn0308-8146
dc.identifier.pubmed32619937
dc.identifier.urihttps://hdl.handle.net/20.500.14981/60436
dc.identifier.volume332
dc.identifier.wos000560693400010
dc.language.isoeng
dc.publisherELSEVIER SCI LTD
dc.relation.ispartofFOOD CHEMISTRY
dc.subjectLard
dc.subjectButter
dc.subjectRaman
dc.subjectHCA
dc.subjectPCA
dc.subjectPLS
dc.subjectPCR
dc.subjectMultivariate analysis
dc.subjectQUANTITATIVE-ANALYSIS
dc.subjectINFRARED-SPECTROSCOPY
dc.subjectSUGAR ADULTERATION
dc.subjectHERBAL MEDICINES
dc.subjectDISCRIMINATION
dc.subjectHONEY
dc.subjectOILS
dc.subjectDIFFERENTIATION
dc.subjectPREDICTION
dc.subjectFRAUD
dc.subjectChemistry
dc.subjectFood Science & Technology
dc.subjectNutrition & Dietetics
dc.titleDetection of lard in butter using Raman spectroscopy combined with chemometrics
dc.typeArticle
dspace.entity.typePublication
local.import.sourceWOS

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