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Multielemental fingerprinting and geographic traceability of Theobroma cacao beans and cocoa products

机译:可可豆和可可制品的多元素指纹图谱和地理可追溯性

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摘要

Cocoa is a high-value commodity that appeals to the consumer's taste, but it is also renowned for its antioxidant and healthy properties. Many of these characteristics as well as flavour and its economic value depend on the geographic origin. This work reports the content of 56 macro-, micro- and trace elements of 61 cocoa beans produced in 23 countries of East and West Africa, Asia and Central and South America using ICP-MS and tests the efficacy and robustness of a new chemometric approach of geographic traceability developed on the base of elemental profiles. The model based on the 29 elements (Ag, As, Ba, Be, Bi, Ca, Cd, Co, Cr, Cs, Cu, Fe, Ga, Hg, K, Li, Mg, Mn, Na, Ni, P, Rb, Se, Sr, Th, T1, U, Y and Zn) indicated as the more predictive by the Discriminant Analysis provided an optimal discrimination among the 5 subcontinental origins, achieving 100% of correct re-classification. The model was cross-validated with satisfactory results (>85% correct reclassification). Finally, interesting opportunities were pointed out by the satisfactory application of this model in tracing back the subcontinental origin of 13 commercial samples of dark chocolate (77% correct reclassification). (C) 2016 Elsevier Ltd. All rights reserved.
机译:可可是一种高价值商品,可吸引消费者的口味,但同时也因其抗氧化剂和健康特性而闻名。这些特征中的许多以及风味及其经济价值取决于地理来源。这项工作使用ICP-MS报告了在东非和西非,亚洲以及中南美洲和南美的23个国家/地区生产的61种可可豆中56种宏观,微量和微量元素的含量,并测试了新化学计量方法的有效性和稳健性基于元素轮廓的地理可追溯性。该模型基于29种元素(Ag,As,Ba,Be,Bi,Ca,Cd,Co,Cr,Cs,Cu,Fe,Ga,Hg,K,Li,Mg,Mn,Na,Ni,P,判别分析表明,Rb,Se,Sr,Th,T1,U,Y和Zn具有更高的预测性,从而在5个次大陆起源之间提供了最佳的区分能力,实现了100%正确的重新分类。对模型进行了交叉验证,结果令人满意(正确重分类率> 85%)。最后,该模型在追溯13个黑巧克力商业样品的次大陆起源中得到了令人满意的应用,指出了有趣的机会(正确分类的正确率为77%)。 (C)2016 Elsevier Ltd.保留所有权利。

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