首页|基于主成分和聚类分析不同辣椒资源农艺和品质性状的综合评价

基于主成分和聚类分析不同辣椒资源农艺和品质性状的综合评价

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为了探索不同辣椒资源的综合品质,对20份种质资源的14个性状进行差异性分析、相关性分析、主成分分析和聚类分析.结果表明,不同辣椒资源之间的各性状指标差异较大,变异系数为11.63%~63.15%;农艺性状和品质性状之间呈显著相关性;主成分分析提取出5个主成分,累积贡献率达84.488%;聚类分析将参试资源分为3种类型,以贵州大众口味的饮食习惯来看,第Ⅰ类适用于加工糟辣椒、油辣椒和煳辣椒面,第Ⅱ类适用于鲜食以及加工糟辣椒、油辣椒和煳辣椒面,第Ⅲ类适用于辣味调味品.试验结果为辣椒资源的挖掘利用和优良品种的选育奠定了基础.
Comprehensive evaluation on agronomic and quality traits of different pepper resources based on principal component and cluster analysis
To explore the difference in the comprehensive quality of different pepper resources,20 varieties were used as experimental materials to investigate genetic diversity of agronomic and quality traits with genetic diversity analysis,cor-relation analysis,principal component and cluster analysis.The results showed that there were rich genetic diversities.Co-efficient of variation of quantitative traits ranged from 11.63%to 63.15%.There were significant correlations between ag-ronomic traits and quality traits.The principal component analysis showed that 14 traits were integrated into 5 principal components making 84.488%cumulative contribution to the total variance.Cluster analysis divided the tested varieties in-to 3 types.Based on the dietary habits of the general public in Guizhou,the first type can be used for processing ferment-ed pepper,oil pepper,and burnt pepper noodles.The second type can be used for fresh and processed fermented pepper,oil pepper,and burnt pepper noodles.The third type can be used for spicy seasoning.This research provided a foundation for the exploration and utilization of pepper resources and breeding of superior varieties.

PepperAgronomic traitsQuality traitsPrincipal component analysisCluster analysis

任朝辉、何建文、田怀志、田浩、廖卫琴

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遵义市农业科学研究院 贵州遵义 563100

贵州省农业科学院辣椒研究所 贵阳 550006

辣椒 农艺性状 品质性状 主成分分析 聚类分析

2025

中国瓜菜
中国农业科学院郑州果树研究所

中国瓜菜

北大核心
影响因子:0.452
ISSN:1673-2871
年,卷(期):2025.38(2)