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Screening of drought tolerant wheat (Triticum aestivum L.) genotypes using stress tolerance indices and principle component analysis

机译:利用胁迫耐性指数和主成分分析法筛选耐旱小麦基因型

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As climate is changing and shortage of water resources takes place at alarming level wheat productivity is influenced at larger scale. Keeping this scenario in view, a field experiment was conducted at the experimental farm of Nuclear Institute of Agriculture (NIA), Tandojam, Pakistan, during Rabi season 2017-18. In this study, sixteen wheat genotypes were used to evaluate appropriate genotypes best suited to water stress based on stress selection indices. Statistically experiment was conducted in randomized complete block design (RCBD) with three replications. Seven stress tolerance indices i.e, Stress Tolerance Index (STI), Stress Susceptibility Index (SSI), Tolerance Index (TOL), Harmonic Mean Productivity (HMP), Geometric Mean Productivity (GMP), Mean Productivity (MP) and Yield Stability Index (YSI) were evaluated. Result showed that in first and second factors in principle component analysis (PCA) exhibited 99.7% of variability. Based on PCA analysis four genotypes (CIM-04-10, CSUB7/SUB-98-4, CSUB2/SUB-13-5c and CSUB5/SUB-13-5b) were categorized as tolerant (T), four genotypes (CSUB2/SUB-98-8, CSUB3/SUB-13-6b, VSUB2/SUB-10-3 and NIA-Sunhari) were classified as moderate-tolerant (MT), five genotypes (VSUB2/SUB-10-5, CSUB5/SUB-13-2b, VSUB2/SUB-10-15, Kiran-95 and C5-13-4a) were considered as moderate-sensitive (MS) and remaining three genotypes (CIM-04-18, VSUB3/SUB-10-9 and Chakwal) were identified as sensitive (S) genotypes against water stress conditions. Thus, the identified stress tolerant genotypes could be utilized for further breeding programs.
机译:随着气候变化和水资源短缺达到惊人的水平,小麦生产力受到较大影响。考虑到这种情况,在2017-18拉比季节期间,在巴基斯坦坦多杰姆的农业核能研究所(NIA)的实验农场进行了现场试验。在这项研究中,基于胁迫选择指数,使用了16种小麦基因型来评估最适合水分胁迫的适当基因型。在具有三个重复的随机完整块设计(RCBD)中进行统计学实验。七个压力耐受指数,即压力耐受指数(STI),应力敏感性指数(SSI),耐受指数(TOL),谐波平均生产率(HMP),几何平均生产率(GMP),平均生产率(MP)和屈服稳定性指数( YSI)进行了评估。结果表明,在第一和第二因素中,主成分分析(PCA)表现出99.7%的变异性。基于PCA分析,四种基因型分别为CIM-04-10,C 7 -98-4,C 2 -13-5c和C 5 -13-5b)被分为耐受(T),四种基因型(C 2 -98-8,C 3 -13-6b,V 2 < / SUB> -10-3和NIA-Sunhari)被归为中度耐受(MT),五种基因型(V 2 -10-5,C 5 -13 -2b,V 2 -10-15,Kiran-95和C5-13-4a)被视为中度敏感(MS),其余三种基因型(CIM-04-18,V 3 -10-9和Chakwal)被鉴定为对水分胁迫条件敏感的(S)基因型。因此,鉴定出的耐胁迫基因型可以用于进一步的育种程序。

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