小麦耐盐基因型的多变量选择评价

S. Arain, M. Faheem, K. A. Laghari, M. A. Sial
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摘要

采用耐盐指标、主成分分析和聚类分析对巴基斯坦信德省坦多贾姆农业核研究所(NIA) 2015年和2016年连续两年在正常和盐碱化(834-1850ppm/pH 7.3-7.5)土壤条件下16个小麦基因型的农业形态性状进行了评价。综合方差分析显示各基因型间存在显著差异。此外,仅在籽粒产量和穗粒数之间存在显著的基因型年互作,表明该性状对小麦籽粒产量的提高具有重要意义。Ys(胁迫下产量)和Yp(非胁迫下产量)与耐受性指数(TOL)、胁迫稳定性指数(SSI)、产量稳定性指数(YSI)和产量指数(YI)的相关性表明,平均生产率(MP)、几何平均生产率(GMP)、谐波平均值(HM)和STI(耐胁迫指数)是Ys和Yp较好的指标。主成分分析显示,两个成分证明了总变异的73.23%。基于MP、GMP、STI和HM指标的双图和聚类分析将V3-10-9、V3-10-31和V3-10-32基因型划分为稳产型和高产型,而基于YSI和YI指标的C3-98-8和V2-10-15基因型划分为稳产型。这些基因型可以在品种释放计划中直接利用,或者作为潜在供体的来源来堆叠耐盐基因。
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WHEAT GENOTYPES ASSESSMENT FOR SALINITY TOLERANCE USING MULTIVARIABLE SELECTION APPROACHES
The salinity tolerance indices, principal component analysis, and cluster analysis were employed to evaluate the 16 wheat genotypes for agro-morphological traits under normal and saline (834-1850ppm/pH 7.3-7.5 soils) conditions for two consecutive years 2015 and 2016 at the Nuclear Institute of Agriculture (NIA), Tando Jam, Sindh, Pakistan. Combined analysis of variance revealed significant variations among the studied genotypes. Moreover, a significant interaction of genotype by year was observed only between grain yield and grains per spike indicated importance of the trait for improvement of grain yield in wheat. Correlation of Ys (yield under stress) and Yp (yield under non-stress) with tolerance index (TOL), stress stability index (SSI), yield stability index (YSI) and yield index (YI) indicated that mean productivity (MP), geometric mean productivity (GMP), harmonic mean (HM) and STI (stress tolerance index) were found as better indicators of Ys and Yp. The principal component analysis revealed two components that justified 73.23% of the total variation. Bi-plot and cluster analyses classified the genotypes i.e., V3-10-9, V3-10-31, and V3-10-32 based on MP, GMP, STI, and HM indices as stable and high yielding, while C3-98-8 and V2-10-15 based on YSI and YI. These genotypes could be exploited directly in the varietal release program and or as a source of potential donors to stack genes for salinity tolerance.
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