河南农业科学 ›› 2020, Vol. 49 ›› Issue (12): 10-16.DOI: 10.15933/j.cnki.1004-3268.2020.12.002

• 作物栽培·遗传育种 • 上一篇    下一篇

基于主成分分析的氮高效小麦品种的筛选

宋晓1,张珂珂1,黄晨晨2,黄绍敏1,郭斗斗1,岳克1,张水清1   

  1. (1.河南省农业科学院 植物营养与资源环境研究所,河南 郑州 450002;2.郑州大学 生命科学学院,河南 郑州 450002)
  • 收稿日期:2020-05-24 出版日期:2020-12-15 发布日期:2020-12-15
  • 通讯作者: 黄绍敏(1967-),女,河南夏邑人,研究员,主要从事土壤肥料和作物栽培研究。E-mail:hsm503@sohu.com
  • 作者简介:宋晓(1980-),女,河南商丘人,助理研究员,博士,主要从事土壤肥料和作物栽培研究。E-mai:songxiao401@126.com
  • 基金资助:
    国家青年科学基金项目(31801261);国家重点研发计划项目(2017YFD0301103,2016YFD0300809-3)

Selection of Nitrogen-Efficient Wheat Varieties Based on Principal Component Analysis

SONG Xiao1,ZHANG Keke1,HUANG Chenchen2,HUANG Shaomin1,GUO Doudou1,YUE Ke1,ZHANG Shuiqing1   

  1. (1.Institute of Plant Nutrition and Environmental Resources,Henan Academy of Agricultural Sciences,Zhengzhou 450002,China; 2.School of Life Sciences,Zhengzhou University,Zhengzhou 450002,China)
  • Received:2020-05-24 Published:2020-12-15 Online:2020-12-15

摘要: 为研究小麦氮利用率,筛选氮高效小麦品种,基于2 a试验结果,采用主成分分析法对27个小麦品种的12个氮效率指标进行研究。结果表明,不同小麦品种间12个氮效率指标均存在不同程度的变异,变异系数为4.95%~30.91%。2017年主成分分析提取的前3个主成分累计贡献率为86.289%,2018年提取的前4个主成分累计贡献率为91.711%,均较全面反映了氮效率信息。结合各品种的氮效率综合得分及小麦产量,初步筛选出高产氮高效小麦品种西农979、许科168、中育1211、郑麦113、洛麦29、周麦28、周麦22、中育1220、新麦29和百农4199,低产氮低效小麦品种周麦27、周麦30、偃高58、洛麦31、西农511、洛麦26、洛麦34、丰德存麦5号、郑品麦8号和漯麦18,低产氮高效小麦品种周麦32,高产氮低效小麦品种兰考198。

关键词: 氮高效小麦品种, 主成分分析, 氮效率指标, 产量

Abstract: In order to study the nitrogen use efficiency of wheat and screen nitrogen-efficient wheat varieties,the principal component analysis method was used to study the 12 nitrogen efficiency indexes of 27 wheat varieties based on the 2 years experiment. The results showed that the 12 nitrogen efficiency indexes all had variation among different wheat varieties,and the coefficient of variation was 4.95%—30.91%.The cumulative contribution rate of the first three principal components extracted by principal component analysis was 86.289% in 2017,and the cumulative contribution rate of the first four principal components extracted was 91.711% in 2018,which fully reflected the nitrogen efficiency information.Combining the comprehensive scores of nitrogen efficiency of each wheat variety and grain yield,the highyield nitrogen-efficient wheat varieties were Xinong 979,Xuke 168,Zhongyu 1211,Zhengmai 113,Luomai 29,Zhoumai 28, Zhoumai 22, Zhongyu 1220, Xinmai 29 and Bainong 4199; low-yield, nitrogen-lowefficiency varieties were Zhoumai 27,Zhoumai 30,Yangao 58,Luomai 31,Xinong 511,Luomai 26,Luomai 34,Fengde Cunmai 5,Zhengpinmai 8 and Luomai 18;low-yield,nitrogen-efficient variety was Zhoumai 32;high-yield,nitrogen-low efficiency variety was Lankao 198.

Key words: Nitrogen-efficiency wheat variety, Principal component analysis, Nitrogen efficiency index, Yield

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