Search results for "Sample classification"

showing 2 items of 2 documents

Authentication of protected designation of origin artichokes by spectroscopy methods

2016

Abstract Artichoke samples with the protected designation of origin (PDO) ‘Alcachofa de Benicarlo’ were discriminated from those produced in other towns surrounding Valencia and Murcia, outside the PDO frame. Inductively coupled plasma (ICP-OES), near infrared (NIR) and X-ray fluorescence (XRF) were assayed in order to achieve a correct sample classification of the three different origin sample groups (Benicarlo, Valencia and Murcia). Chemometrics was used to compare the ability of classification of artichoke from their origin by using concentration data of mineral elements, determined by ICP-OES, NIR spectra and XRF spectra. Multivariate analysis tools, as principal component analysis (PCA…

ChemistrySpectroscopy methods010401 analytical chemistryAnalytical chemistry04 agricultural and veterinary sciences040401 food science01 natural sciencesData treatment0104 chemical sciencesChemometrics0404 agricultural biotechnologySample classificationPrincipal component analysisNir spectraFood ScienceBiotechnologyFood Control
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Authentication of the protected designation of origin horchata de Valencia through the chemometric treatment of mineral content

2010

Spanish horchata de chufa samples were authenticated based on the determination of mineral elements by inductively coupled plasma atomic emission spectrometry (ICP-OES) combined with different chemometric methods. The ability of multivariate analysis, such as principle components analysis (PCA), classification and regression trees (CARTs) and discriminant analysis (DA) were evaluated in order to achieve a correct sample classification. It was possible to clearly differentiate homemade and long-life commercial samples by all three methods and CART and DA provided an excellent tool to establish the growth origin of the tiger nuts. CART analysis employed the concentration of Mg to discriminate…

biologyGeneral Chemical EngineeringSample classificationPrincipal component analysisGeneral EngineeringMineralogyFood scienceLinear discriminant analysisbiology.organism_classificationValenciaAnalytical ChemistryMathematicsAtomic emission spectrometryAnalytical Methods
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