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小麦品质性状的主成分分析

Principal Components Analysis on Major Quality Traits of Winter Wheat

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【作者】 薛香郜庆炉杨忠强

【Author】 Xue Xiang,Gao Qinglu,Yang Zhongqiang (Henan Institute of Science and Technology,Xinxiang Henan 453003)

【机构】 河南科技学院

【摘要】 为了评价小麦品质指标对不同类型小麦品质的贡献大小,采用NCⅡ遗传交配设计对9个冬小麦品种产生的F1代的13个淀粉和蛋白质品质性状进行主成分分析,结果表明:对13个品质性状指标按主成分分析可简化为5个主成分因子,其累积贡献率达85.52%,其中第一主成分因子的贡献最大达到了39.29%,第二主成分因子对品质性状贡献次之。利用主成分分析法对13个小麦主要品质性状进行综合评价,认为在品质性状育种改良过程中,第一、二和四主成分适当增大有利于对强筋小麦品质的改良,第三主成分适当增大时有利于弱筋小麦性状选择和品质改良。

【Abstract】 Principal component analysis on 13 wheat quality traits of F1 produced from 9 winter wheat varieties by Incomplete diallel cross design was carried out for appraising the contribution of wheat quality index to the qualities of different wheat.The results showed that 5 principal component factors,their cumulating contribution ratio reached to 85.52% ,which could be obtained from 13 quality traits according to principal component analysis.Cumulating contribution ratio of first principal component factors to the wheat quality was the highest,which was 39.29%,followed by the second principal component factors.Appropriate increasing the first,second and fourth principal component factor will be favorable for improving the qualities of strong-gluten winter wheat and appropriate increasing the third principal component factor will be favorable for improving the qualities of weak-gluten winter wheat in winter wheat quality breeding.

【关键词】 小麦品质性状主成分分析
【Key words】 wheatquality straitsprincipal component analysis
【基金】 河南省高校创新人才培养工程(豫教高[2005]126号)
  • 【文献出处】 中国农学通报 ,Chinese Agricultural Science Bulletin , 编辑部邮箱 ,2011年07期
  • 【分类号】S512.1
  • 【被引频次】66
  • 【下载频次】1784
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