United States Dept. of Agriculture, Agricultural Research Service, San Joaquin Valley Agricultural Sciences Center, Crop Diseases, Pests & Genetics Research Unit, 9611 S. Riverbend Ave., Parlier, Calif., 93648-9757, U.S.A.
J Food Sci. 2013 Sep;78(9):S1430-6. doi: 10.1111/1750-3841.12179. Epub 2013 Aug 23.
More than 80% of the world's almonds are grown in California with several dozen almond cultivars available commercially. To facilitate promotion and sale, almond cultivars are categorized into marketing groups based on kernel shape and appearance. Several marketing groups are recognized, with the Nonpareil Marketing Group (NMG) demanding the highest prices. Placement of cultivars into the NMG is historical and no objective standards exist for deciding whether newly developed cultivars belong in the NMG. Principal component analyses (PCA) were used to identify nut and kernel characteristics best separating the 4 NMG cultivars (Nonpareil, Jeffries, Kapareil, and Milow) from a representative of the California Marketing Group (cultivar Carmel) and the Mission Marketing Group (cultivar Padre). In addition, discriminant analyses were used to determine cultivar misclassification rates between and within the marketing groups. All 19 evaluated carpological characters differed significantly among the 6 cultivars and during 2 harvest seasons. A clear distinction of NMG cultivars from representatives of the California and Mission Marketing Groups was evident from a PCA involving the 6 cultivars. Further, NMG kernels were successfully discriminated from kernels representing the California and Mission Marketing Groups with overall kernel misclassification of only 2% using 16 of the 19 evaluated characters. Pellicle luminosity was the most discriminating character, regardless of the character set used in analyses. Results provide an objective classification of NMG almond kernels, clearly distinguishing them from kernels of cultivars representing the California and Mission Marketing Groups.
全世界 80%以上的杏仁产于加利福尼亚州,有几十种商业上可利用的杏仁品种。为了便于推广和销售,杏仁品种根据核仁的形状和外观分为营销组。有几个公认的营销组,其中非那利营销组(NMG)的价格最高。品种的定位是历史的,没有客观的标准来决定新开发的品种是否属于 NMG。主成分分析(PCA)用于识别最好地分离 4 个 NMG 品种(非那利、杰弗里斯、卡帕雷尔和米洛)与加利福尼亚营销组(卡梅尔品种)和使命营销组(帕德雷品种)代表的坚果和核仁特征。此外,判别分析用于确定营销组之间和内部的品种分类错误率。在 2 个收获季节,所有 19 个评估的种皮特征在 6 个品种之间存在显著差异。PCA 涉及 6 个品种,清楚地区分了 NMG 品种与加利福尼亚和使命营销组的代表品种。此外,使用 19 个评估特征中的 16 个,成功地将 NMG 核仁与代表加利福尼亚和使命营销组的核仁区分开来,总核仁分类错误率仅为 2%。种皮光泽度是最具鉴别力的特征,无论分析中使用的特征集如何。结果为 NMG 杏仁核仁提供了客观的分类,清楚地区分了它们与代表加利福尼亚和使命营销组的核仁。