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  • EI
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中國精品科技期刊2020
李可,林籽汐,劉佳,等. 基于主成分分析和聚類分析的李子果實品質綜合評價[J]. 食品工業科技,2024,45(8):293?300. doi: 10.13386/j.issn1002-0306.2023060002.
引用本文: 李可,林籽汐,劉佳,等. 基于主成分分析和聚類分析的李子果實品質綜合評價[J]. 食品工業科技,2024,45(8):293?300. doi: 10.13386/j.issn1002-0306.2023060002.
LI Ke, LIN Zixi, LIU Jia, et al. Comprehensive Evaluation of Plums Quality Based on Principal Component Analysis and Cluster Analysis[J]. Science and Technology of Food Industry, 2024, 45(8): 293?300. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2023060002.
Citation: LI Ke, LIN Zixi, LIU Jia, et al. Comprehensive Evaluation of Plums Quality Based on Principal Component Analysis and Cluster Analysis[J]. Science and Technology of Food Industry, 2024, 45(8): 293?300. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2023060002.

基于主成分分析和聚類分析的李子果實品質綜合評價

Comprehensive Evaluation of Plums Quality Based on Principal Component Analysis and Cluster Analysis

  • 摘要: 為了解不同品種李子的品質特性,本文選取12個品種李子作為研究對象,分別從外觀、理化及糖酸組成等方面對果實品質進行了對比分析,同時采用主成分分析和聚類分析對李子品質性狀進行綜合評價。結果表明,不同品種李子外觀、理化和糖酸組成等指標均表現出豐富的多樣性。糖酸組成、色澤、單果重、果實密度和果形指數等是評價李子綜合品質的關鍵性指標。12個品種中‘紫皇’(ZH)‘圣雪珀’(SXP)‘愛麗絲’(ALS)‘香李’(XL)‘香甜李’(XTL)5個品種綜合評分為正值,品質較好。其中,ZH和SXP品質特征為出汁率、可溶性固形物、總糖含量及色澤品質高;ALS品質特征為總糖、總甜度、甜酸比和糖酸比最高;XL和XTL品質特征為可溶性固形物含量、糖酸比、甜酸比高,但出汁率低。該研究結果可作為不同用途李子品種篩選的重要參考依據。

     

    Abstract: To investigate the quality characteristics of different varieties of plums, the quality such as appearance, physicochemical properties, and sugar and acid composition of 12 varieties were analyzed. At the same time, principal component analysis and cluster analysis were employed to evaluate the quality characteristics of 12 varieties comprehensively. The results showed that different varieties of plum exhibited rich diversity in appearance, physicochemical properties, sugar and acid composition. Sugar and acid composition, color, single fruit weight, fruit density, and fruit shape index were key indicators for evaluating the quality of plums. Among the 12 varieties, ZH, SXP, ALS, XL, XTL had a positive values, represent a good quality. Among them, the quality characteristics of ZH and SXP were high juice yield, soluble solids, total sugar content, and color quality. The quality characteristics of ALS included the highest total sugar, total sweetness, sweet acid ratio, and sugar acid ratio. The quality characteristics of XL and XTL were high soluble solid content, sugar acid ratio, and sweet acid ratio, but low juice yield. The results above served an important reference to screen plum varieties for different purposes.

     

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