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中国农学通报 ›› 2020, Vol. 36 ›› Issue (4): 50-55.doi: 10.11924/j.issn.1000-6850.casb18100039

所属专题: 园艺

• 林学·园艺·园林 • 上一篇    下一篇

春甘蓝育种材料主要农艺性状主成分分析与聚类分析

姜凯旋, 赵乐杰, 李江丽, 王超()   

  1. 东北农业大学园艺园林学院,哈尔滨 150030
  • 收稿日期:2018-10-12 修回日期:2018-11-01 出版日期:2020-02-05 发布日期:2020-02-08
  • 通讯作者: 王超
  • 作者简介:姜凯旋,女,1993年出生,黑龙江汤原人,在读硕士,研究方向:甘蓝作物遗传育种。通信地址:150030 黑龙江省哈尔滨市香坊区长江路600号 东北农业大学,E-mail:676297134@qq.com。
  • 基金资助:
    国家重点研发项目“耐寒甘蓝杂种优势利用技术与强优势杂交种创制”(2016YFD0101702-6)

Main Agronomic Traits of Spring Cabbage Breeding Materials: Principal Component Analysis and Cluster Analysis

Jiang Kaixuan, Zhao Lejie, Li Jiangli, Wang Chao()   

  1. College of Horticulture, Northeast Agricultural University, Harbin 150030
  • Received:2018-10-12 Revised:2018-11-01 Online:2020-02-05 Published:2020-02-08
  • Contact: Wang Chao

摘要:

为春甘蓝目标性状的改良提供科学依据。对10份春甘蓝育种材料9个农艺性状进行变异分析、相关性分析、主成分分析和聚类分析。结果表明,中心柱长的变异系数最大,球宽的变异系数最小;相关性分析中心柱长与其他8个农艺性状的相关程度为:株高>球长>外叶长>开展度>外叶宽>单球重>球宽>外叶数;主成分中前4个主成分累计贡献率达93.76%;将10个育种材料分为3个群体,第Ⅰ群体包括S1和S10,第Ⅱ群体包括S2、S3、S4、S8和S9,第Ⅲ群体包括S5、S6和S7,各群体间差异比较明显。可利用主成分与聚类分析对春甘蓝农艺性状进行分析和综合评价,筛选出优良的亲本材料,为育种工作提供理论基础。

关键词: 春甘蓝, 育种材料, 主成分分析, 聚类分析

Abstract:

To provide a basis for the target trait improvement of spring cabbage, the variation analysis, correlation analysis, principal component analysis and cluster analysis were conducted based on 9 agronomic characters of 10 spring cabbage breeding materials. The results showed that the variation coefficient of core length was the highest and the ball width was the lowest. The correlation between the core length and the other 8 agronomic traits was as follows: plant height > head length > length of outer leaf > plant breadth > width of outer leaf > head weight >head diameter>number of outer leaf. The accumulation contribution rate of the top four principal components was up to 93.76%. Cluster analysis divided 10 breeding materials into 3 groups, groupⅠ included S1 and S10, groupⅡ included S2, S3, S4, S8 and S9, group Ⅲ included S5, S6 and S7, and the differences among the groups were obvious. The principal component and cluster analysis could be used to analyze and comprehensively evaluate the agronomic traits of spring cabbage, to screen out excellent parental materials and provide a basis for breeding.

Key words: spring cabbage, experimental materials, principal component analysis, cluster analysis

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