中国农业机械化科学研究院集团有限公司 主管

北京卓众出版有限公司 主办

基于主成分分析和熵权TOPSIS法的河南省小麦主导品种综合评价

Comprehensive evaluation of leading wheat cultivars in Henan Province based on principal component analysis and entropy weight TOPSIS method

  • 摘要: 优异种质资源是小麦遗传改良与品种持续更新的物质基础。为从河南省目前成功推广的品种中高效发掘具有明确育种功能的种质资源,以2023—2025年发布的38个小麦主导品种为对象,综合运用表型变异分析、遗传多样性指数、主成分分析及熵权TOPSIS法,构建主成分分析−TOPSIS评价−系谱追溯多模型的种质筛选与分类框架。结果表明,产量与品质性状仍具较大改良潜力(变异系数6.84%~9.21%),其中稳定时间变异最为丰富(69.45%)。主成分分析提取3个核心因子(累计贡献率64.452%),分别代表产量与品质综合因子、株型与品质权衡因子及穗粒数因子。在此基础上,结合TOPSIS综合评价,将优良种质划分为高产优质协同型(如中麦578、新麦45)、性状均衡型(如新麦26)及特色突出型(如濮兴5号)3类。遗传多样性分析表明,株高与穗粒数多样性最丰富(指数2.05),而产量多样性最低(1.55)。系谱分析进一步揭示,目前高产优质协同型种质多源于矮抗58、周麦16及周麦22等骨干亲本的优化组合,但核心亲本高频使用导致群体遗传基础趋于狭窄。该研究系统筛选并对目前推广体系中核心育种材料进行功能化分类,为下一步模块化育种中亲本的精准选用、性状的定向聚合及种质资源的拓展提供清晰的资源清单与理论依据。

     

    Abstract: Excellent germplasm resources serve as material foundation for wheat genetic improvement and continuous cultivar renewal.To efficiently identify germplasm resources with clear breeding functions from successful cultivars currently promoted in Henan Province, 38 leading wheat cultivars released between 2023 and 2025 were selected as research objects.By comprehensively applying phenotypic variation analysis, genetic diversity index, principal component analysis(PCA), and entropy weight TOPSIS method, a multi-model germplasm screening and classification framework has been established, integrating PCA, TOPSIS evaluation, and pedigree tracing.Results have shown that yield and quality traits still possess significant potential for improvement(coefficient of variation from 6.84% to 9.21%), among which variation in stability duration was the most abundant(69.45%).Three core factors have been extracted by PCA(cumulative contribution rate 64.452%), representing comprehensive yield and quality factor, trade-off factor between plant type and quality, and grain number per spike.On this basis, combined with TOPSIS comprehensive evaluation, excellent germplasm was divided into three types: high-yield and high-quality synergistic types(e.g., Zhongmai 578, Xinmai 45), balanced-trait types(e.g., Xinmai 26), and feature-prominent types(e.g., Puxing No.5).Genetic diversity analysis has indicated that plant height and grain number per spike had the highest diversity(index 2.05), while yield had the lowest diversity(1.55).Pedigree analysis further revealed that current high-yield, high-quality synergistic germplasm mostly originated from optimized combinations of core parental lines such as Aikang 58, Zhoumai 16, and Zhoumai 22.However, high-frequency use of core parental lines has led to a narrowed genetic basis within population.This study systematically screened and functionally classified core breeding materials currently in extension system, providing a clear resource list and theoretical basis for precise selection of parental lines, traits' targeted pyramiding, and germplasm resources expansion in future modular breeding efforts.

     

/

返回文章
返回