Genetic Variation Analysis, Correlation Analysis and Principal Component Analysis on Agronomic Trait

来源 :Agricultural Biotechnology | 被引量 : 0次 | 上传用户:xjw308
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Genetic variation analysis, correlation analysis and principal component analysis were conducted to investigate the relationship between 12 yield-related agronomic traits of 87 summer sowing soybean cultivars in Huang-Huai-Hai region. According to the experimental results, effective branch number showed the maximum variation coefficient and growth duration showed the minimum variation coefficient. The variation coefficient of bottom pod height, pod number per plant, grain number per plant, grain weight per plant and 100-grain weight of semi-determinate summer sowing soybean ranged between 18.38%-27.56. The variation coefficient of plant height, bottom pod height, pod number per plant, grain number per plant and grain weight per plant of determinate summer sowing soybean ranged from 21.02% to 8.04%. In semi-determinate summer sowing soybean, yield showed extremely significantly positive correlation with grain number per pod, grain weight per plant and 100-grain weight, but extremely significantly negative correlation with effective branch number and significantly negative correlation with growth duration. In determinate summer sowing soybean, yield showed extremely significantly positive correlation with stem diameter but significantly positive correlation with bottom pod height, while it showed no significant correlation with other agronomic traits. Principal component analysis of yield-related agronomic traits showed that cumulative contribution rates of the former four principal components to the variation of semi-determinate and determinate summer sowing soybean were 79.92% and 79.50%, respectively. Agronomic traits with the greatest variation should be selected first. Semi-determinate and determinate summer sowing soybean individuals in Huang-Huai-Hai region should be selected according to different podding habits. In addition, semi-determinate soybean varieties with moderate plant height and growth duration, fewer effective branches, more grains per pod and greater 100-grain weight should be selected; determinate soybean varieties with thicker stem diameter, higher plant height and bottom pod height, more nodes on main stem, fewer grains per pod, more pods per plant and grains per plant should be selected. Genetic variation analysis, correlation analysis and principal component analysis were conducted to investigate the relationship between 12 yield-related agronomic traits of 87 summer sowing soybean cultivars in Huang-Huai-Hai region. According to the experimental results, effective branch number showed the maximum variation grain number per plant, grain weight per plant and 100-grain weight of semi-determinate summer sowing soybean ranged between 18.38% -27.56 The variation coefficient of plant height, bottom pod height, pod number per plant, grain number per plant and grain weight per plant of determinate summer sowing soybean ranged from 21.02% to 8.04%. In semi-determinate summer sowing soybean, yield was extremely significantly positive correlation with grain number per pod, grain weight per plant and 100-grain weight, but extremely sig nificantly negative correlation with effective branch number and significantly negative correlation with growth duration. In determinate summer sowing soybean, yield showed extremely significant positive correlation with stem diameter but significantly positive correlation with bottom pod height, while it showed no significant correlation with other agronomic traits. Principal component analysis of yield-related agronomic traits showed that cumulative distribution rates of the former four principal components to the variation of semi-determinate and determinate summer sowing soybean were 79.92% and 79.50%, respectively. Agronomic traits with the greatest variation should be selected First. Semi-determinate and determinate summer sowing soybean individuals in Huang-Huai-Hai region should be selected according to different podding habits. In addition, semi-determinate soybean varieties with moderate plant height and growth duration, less effective branches, more grains per pod and greater 100-grain weight should be selected; determinate soybean varieties with thicker stem diameter, higher plant height and bottom pod height, more nodes on main stem, fewer grains per pod, more pods per plant and grains per plant should be selected.
其他文献
该文共有五章组成.第一章中,较全面地概述了目前国内外全局优化的发展动态.第二章主要引入后二章构造算法及证明实现算法收敛性所需的数论中的主要结果,其中包括我们所作的一
大规模稠密矩阵的数值线性代数是科学与工程计算的核心问题之一,此类问题广泛来源于机器学习的核密度估计、椭圆型边界值问题的边界元方法、数值天气预报的谱模式等诸多应用领
办公自动化(Office Automation,OA)于20世纪70年代首先在工业发达的国家兴起,它能够使办公人员充分的利用信息资源,显著地提高了工作效率和质量,并能够辅助决策,取得了非常好
该文分析了连续反馈混沌控制的极点配置法的局限,提出了两种实用的控制方法.其中一种方法是系统满足的一定条件时的极点配置法,另外一种是对前一种方法的修正,它适用于某些非
语言是文化的载体,是文化的主要表现形式。熟悉和掌握英语国家的文化背景知识,有助于对语言的理解,更有助于提高运用英语的能力。如何为学生提供大量的文化背景知识来了解英
牛津初中英语教材是新的课程标准实施后所采用的一套教材体系,相对于以往的译林版教材,它有如下特点:内容联系生活实际,贴近学生生活,注重语言的应用,语境真实;其次是在教材
非线性现象是自然界的普遍现象,非线性问题是自然科学及工程领域的普遍问题,这就决定了研究非线性微分系统的重要性.  对于微分方程周期边值问题或Dirichlet边值问题,前辈们已
该文对非负不可约矩阵、逆M-矩阵、三对角矩阵、唯一路逆M-矩阵等几类特殊矩阵的性质以及对对称不定矩阵的修正计算进行了系统的研究,提供了一系列重要成果.全文共六章,分三
该文对含两参数非线性分岐问题的数值计算做了研究和探讨.主要工作总结如下:首先,回顾了单参数分岐问题的数值计算的发展,对已经获得的结果做了总结.考虑非线性问题G(χ,λ,
首先在较为宽泛的意义下作者给出了各类非线性最优化算法的统一性框架,认为可以将非直接法视作是测位点"高度集中"于位点的某种直接法的极限表现形式,由此讨论了对应于测位点