国外甘蔗种质工、农艺性状主成分与聚类分析
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云南省应用基础研究面上项目(2010CD003);现代农业产业技术体系建设专项资金(CARS-20-1-1);云南省重点新产品开发计划项目(2010BB011);云南省现代甘蔗产业技术体系育种与繁育。


Principal component analysis and cluster analysis of exotic sugarcane germplasm on agronomic and quality traits
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    摘要:

    本文采用主成分分析及聚类分析方法,对113份Q、VMC、FR、RB等系列引进种质出苗、分蘖、宿根发株、株高、茎径、有效茎、单茎重、蔗产量、锤度、蔗糖分、简纯度、纤维分、含糖量13个工、农艺性状进行研究。主成分分析表明,13个工、农艺性状可简化为5个主成分,即产量因子、糖分因子、发株与纤维分因子、分蘖因子、茎径因子,5个主成分所提供的信息量占全部信息量的75.16%。基于主成分分析基础上,对113份引进种质进行聚类分析,将其划分为7个类群:Ⅰ类群属高纤维、低产种质;Ⅱ类群出苗、发株差,低产;Ⅲ类群属强宿根、高产、高糖种质;Ⅳ类种质可作为能源甘蔗育种亲本进行杂交利用;Ⅴ类群属于高产低糖种质;Ⅵ类群属高糖低产种质;Ⅶ类群属于丰产、高糖种质。

    Abstract:

    113 exotic sugarcane germplasm consisted of Q,Vmc,FR and RB were investigated in this study. 13 agronomic and quality traits such as germination, tillering, Ratoon germination, stalk height, stem diameter, number of millable stalk, stalk weight, cane yield, brix, sugar content, simple purity, fiber content and sugar yield were researched by principal component analysis and cluster analysis. The result of principal component analysis on 13 traits indicated that 5 principal element were attained, all of which provided 75.16% cumulative variance. Based on the principal component scores, 113 sugarcane germplasm were grouped into 7 clusters. Cluster Ⅰ was higher in fiber content, lower on the yield. Cluster Ⅱ were weak in germination and tillering, lower in yield. Cluster Ⅲ was strong in Ratoon germination, higher in cane yield and sugar yield. Cluster Ⅳ could be used as parents for energy cane breeding. Cluster Ⅴ had higher cane yield, lower sugar content and fewer sugar yield. Cluster Ⅵ was higher in sugar content, but cane yield and sugar yield were fewer. Cluster Ⅶ had normal cane yield, higher sugar content and sugar yield.

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赵俊,吴才文,赵培方,夏红明,暂逢刚,杨昆,李复琴,刘家勇.国外甘蔗种质工、农艺性状主成分与聚类分析[J].湖南农业大学学报:自然科学版,2012,38(5):476-481.

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  • 收稿日期:2012-06-08
  • 最后修改日期:2012-07-31
  • 录用日期:2012-09-11
  • 在线发布日期: 2012-10-09
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