新疆额尔齐斯河流域苦杨与欧洲黑杨遗传多样性分析

应用SSR标记技术,对新疆额尔齐斯河流域河谷分布的苦杨(Populus laurifoli)和欧洲黑杨(Populus nigra)天然居群的遗传多样性和遗传分化进行了研究。结果显示:苦杨和欧洲黑杨的天然居群具有较高的遗传多样性,且苦杨明显高于欧洲黑杨。与苦杨居群相比,欧洲黑杨居群间基因流较高,居群间的遗传分化程度较小,变异主要源于居群内。苦杨和欧洲黑杨居群内的杂合度较高,各个居群的各项遗传参数都要小于物种水平。苦杨和欧洲黑杨均偏离Hardy-Weinberg平衡,表现为杂合子过量的现象。     

遗传算法优化神经网络的坡面入渗产流模型

引入遗传算法优化BP神经网络权重和阈值的方法建立黄土坡面产流入渗模型.模型以雨强、降雨历时、表层40 cm土壤前期含水量、坡度值为输入项,径流量、入渗量为输出项,用实测资料对网络进行模拟和预测.模拟结果平均误差6.32%和1.93%,预测结果平均误差为5.71%和1.92%.并与传统BP神经网络模型和定雨强Philip...     

家蚕基因组中的分子标记遗传图谱

遗传标记既是基因组研究的重要内容，又是构建遗传图谱、研究生物多样性、育种、基因定位与克隆等的基因。目前，已有多项分子标记技术用于家蚕基因组的研究，并构建了多种分子标记遗传图谱，包括限制性酶切片段长度多态性（简称RFLP）、DNA随机扩增多态性（简称RAPD）、扩增片段长度多态性（简称AFLP）、简单重复序列PCR（简称SSR－PCR）等。本文就分子标记技术构建的家蚕基因组分子标记遗传图谱进行了讨论。     

自适应最大相关峭度反褶积方法诊断齿轮轴承复合故障

为了解决传统最大相关峭度反褶积(maximum correlated kurtosis deconvolution,MCKD)在故障诊断中容易出现因参数选择不当而影响诊断效果的问题,该文提出了一种基于量子遗传算法(quantum genetic algorithm,QGA)的自适应最大相关峭度反褶积方法(maximum correlated kurtosis deconvolution with quantum genetic algorithm,QMCKD)用于齿轮和轴承复合故障诊断。通过量子遗传算法自适应选择最大相关峭度反褶积的2个关键参数滤波器长度(L)和反褶积周期(T)。使用QMCKD处理原始振动信号,提取复合故障信号中的所有单个故障信号,分别对单个故障信号进行频谱分析从而识别故障特征。在对齿面磨损-滚动轴承外圈损伤复合故障诊断中,QMCKD能够识别齿轮故障频率及其2～4倍频,识别轴承故障频率及其2～6倍频,且主要频率成分周围干扰谱线很少,故障类型容易识别。与直接频谱分析和变分模态分解(variational mode decomposition,VMD)相比,该方法在诊断效果上具有优越性。在对齿根裂纹-轴承滚动体损伤复合故障诊断中,QMCKD能够突出齿轮故障频率及其2～5倍频,突出轴承故障频率及其2～8倍频,齿轮和轴承故障特征明显,验证了方法的稳定性。试验结果表明QMCKD能够有效识别复合故障中齿轮和轴承的故障特征,可用于齿轮箱的齿轮、轴承复合故障诊断。     

山楂海棠RAPD亲缘关系研究

应用RAPD分子标记技术,对山楂海棠的分类地位进行了探讨。根据RAPD分子标记聚类分析,将14份苹果材料分为5类,8份山楂材料分为4类,山楂海棠的亲缘关系位于山楂和苹果之间,但与苹果较近,认为山楂海棠可能是苹果和山楂的属间杂交种。     

遗传算法对5种理论生长方程的最优拟合研究

利用北美林肯小区黄杉6个分期的数据,选择Logistic、Richards、Korf、Gompertz和Mitscherlich 5种生长方程建立胸径随年龄变化的生长模型.分别利用遗传算法和传统拟合方法确定参数,并对拟合效果进行对比分析.研究结果显示：遗传算法对于Richards和Korf方程的拟合精度要明显高于传统拟合方法,对于Logistic、Gompertz以及Mitscherlich方程的拟合精度几乎一致.通过将检验数据带入由遗传算法拟合的方程中,除拟合后不符合生物学意义的Korf方程外,发现由剩下4种方程计算得到的预测值与实际值无明显差异（P值均大于0.05）.最终表明遗传算法对生长方程的最优拟合较传统拟合方法更有优势.     

Parent‐of‐origin effects on carcass traits in Japanese Black cattle

Variances caused by the differential expression of paternally and maternally imprinted genes controlling carcass traits in Japanese Black cattle were estimated in this study. Data on marbling score (BMS), carcass weight, rib thickness, rib‐eye area (REA) and subcutaneous fat thickness (SFT) were collected from a total of 13,115 feedlot steers and heifers in a commercial population. A sire–maternal grandsire model was used to analyse the data, and then, imprinting parameters were derived by replacing the genetic effect of the dam with the effect of the maternal grandsire in the imprinting model to calculate the genetic parameter estimates. The proportions of the total genetic variance attributable to imprinted genes ranged from 8.7% (SFT) to 35.2% (BMS). The remarkably large imprinting variance of BMS was mainly contributed by maternally expressed inheritance because the maternal contribution of the trait was much larger than that of the paternal trait. The parent‐of‐origin effect originating from maternal gene expression was also observed for REA. The results suggested the existence of genomic imprinting effects on the traits of the Japanese Black cattle. Hence, the parent‐of‐origin effect should be considered for the genetic evaluation of Japanese Black cattle in breeding programmes.     

大麦多数量性状相关分析

穗长、穗粒重两性对小区产量直接影响较大;每穗实粒数和每穗不实粒两性状数对小区产量直接影响很小,但通过其他性状对小区产量的间接负影响很大;每穗总粒数对小区产量直接负影响很大,株高通过其他性状对小区产量间接正影响很大。     

Heterosis and heterotic patterns of maize germplasm revealed by a multiple-hybrid population under well-watered and drought-stressed conditions

Understanding the heterosis in multiple environments between different heterotic groups is of fundamental importance in successful maize breeding. A total of 737 hybrids derived from 41 maize inbreds were evaluated over two years, with the aim of assessing the genetic diversity and their performance between heterotic groups under drought-stressed (DS) and well-watered (WW) treatments. A total of 38 737 SNPs were employed to assess the genetic diversity. The genetic distance (GD) between the parents ranged from 0.05 to 0.74, and the 41 inbreds were classified into five heterotic groups. According to the hybrid performance (high yield and early maturity between heterotic groups), the heterosis and heterotic patterns of Iowa Stiff Stalk Synthetic (BSSS)×Non-Stiff Stalk (NSS), NSS×Sipingtou (SPT) and BSSS×SPT were identified to be useful options in China's maize breeding. The relative importance of general and specific combining abilities (GCA and SCA) suggests the importance of the additive genetic effects for grain yield traits under the WW treatment, but the non-additive effects under the DS treatment. At least one of the parental lines with drought tolerance and a high GCA effect would be required to achieve the ideal hybrid performance under drought conditions. GD showed a positive correlation with yield and yield heterosis in within-group hybrids over a certain range of GD. The present investigation suggests that the heterosis is due to the combined accumulation of superior genes/alleles in parents and the optimal genetic distance between parents, and that yield heterosis under DS treatment was mainly determined by the non-additive effects.     

陆地棉高品质系数量性状的遗传变异与选择指数

 研究了20个高品质陆地棉品系12个数量性状的遗传变异、广义遗传力、遗传相关及产量的选择指数。结果表明,单株产量和株铃数具有较大的遗传变异,纤维品质性状的遗传变异较小,说明继续改良高品质系的产量性状潜力较大。纤维品质性状的广义遗传力介于79.07%~89.47%之间,产量及产量组分性状中以衣分和铃重最高,广义遗传力分别为89.1%和81.85%,单株皮棉重最低,为55.05%。单株皮棉重与株铃数、株铃数与果枝数成极显著遗传正相关。利用与单株皮棉重遗传相关较强的多个性状构建的选择指数,比单纯选择单株皮棉重的效果好,其中以单株皮棉重、株铃数、果枝数和果节数结合选择的效果最佳。