1. Geographical Discrimination of Croatian Wines by Stable Isotope Ratios and Multielemental Composition Analysis
- Author
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Josipa Jusup, Ivana Vladimira Petric, Renata Leder, and Mara Banović
- Subjects
Endocrinology, Diabetes and Metabolism ,stable isotopes ,lcsh:TX341-641 ,Composition analysis ,01 natural sciences ,Matrix (chemical analysis) ,isotope ratio mass spectrometry ,0404 agricultural biotechnology ,inductively coupled plasma optical emission spectroscopy ,Isotope-ratio mass spectrometry ,Nutrition ,Original Research ,Wine ,Croatian ,geographical origin ,Nutrition and Dietetics ,δ13C ,Stable isotope ratio ,Croatian wines fingerprint ,elements ,inductively coupled plasma optical emissionspectroscopy ,010401 analytical chemistry ,04 agricultural and veterinary sciences ,040401 food science ,language.human_language ,0104 chemical sciences ,Environmental chemistry ,language ,Environmental science ,Inductively coupled plasma ,lcsh:Nutrition. Foods and food supply ,Food Science - Abstract
The δ18O and δ13C (analyzed by isotope ratio mass spectrometry, IRMS) and concentration of 22 selected elements (analyzed by inductively coupled plasma—optical emission spectrometry, ICP-OES) in 190 Croatian microvinified and commercial wine samples from continental and coastal winegrowing areas and from three viticultural zones (B, CI, and CII) were measured to investigate whether multivariate statistical methods could provide the fingerprint for geographical origin determination. The highest power for discrimination of wines produced in Croatian winegrowing areas was achieved by general discriminant analysis (GDA) showing correct classification of 97.9% of all investigated samples, 100.0% of microvinified samples and 84.8% of commercial samples in the cross-validation matrix. The most significant markers for discrimination of coastal and continental areas found by GDA were δ18O and Co, followed by K, Rb, Sn, Li, and δ13C in descending order. GDA showed higher levels of correctly classified samples from three viticultural zones in Croatia if only microvinified samples were employed in the analysis (94.9%) than for all samples together (86.3%) or for commercial samples (66.1%) in the cross-validation matrix. The discrimination of viticultural zones B, CI, and CII in Croatia was achieved by δ18O, Co, Rb, Li, K, and Sn. The results obtained showed that the relationships between the isotopic ratios and concentrations of different considered elements combined with appropriate statistical model represent a powerful tool in discrimination of wines produced in different Croatian winegrowing areas.
- Published
- 2021
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