基于Web电子商务平台的食用菌产品共词聚类算法

针对食用菌产品电子商务平台的数据挖掘问题,采用了共词聚类算法进行主题聚类,在密度聚类算法的基础上,使用了移动非密集单元的处理方法实现了共词聚类。该算法克服了传统聚类算法裁剪造成的精度误差,提高了聚类结果的精确度,应用在电子商务平台的效果良好。     

Regional and temporal differentiation of virulence phenotypes of Puccinia triticina from common wheat in Russia during the period 2001–2018

Leaf rust, caused by the fungus Puccinia triticina, is one of the most damaging rust diseases of wheat in Russia. Populations of P. triticina were monitored in seven regions of Russia from 2001 to 2018, with a total of 5,191 single urediniospore isolates from bread wheat (Triticum aestivum) being analysed. Populations have changed significantly in all regions since 2012, after 2 years of drought (2010–2011). Regional collections of P. triticina were also significantly different between the two periods 2001–2009 and 2012–2018, with changes along two geographic gradients from West Siberia to the north-west and south-west (North Caucasia) of the European part of Russia. All tested isolates were avirulent to resistance gene Lr9 in 2001–2009 but, since 2010, virulence to Lr9 has occurred and annually increased in the Asian part of Russia (Ural and West Siberia) due to deployment of cultivars with the Lr9 gene. Virulence to Lr2a and Lr15 was considerably lower in Dagestan (6%–33%) and all European regions (35%–67%) than in Asian regions (84%–96%). During 2001–2009, virulence on Lr1 was also lower in Dagestan (33%) and the European regions (50%–77%) than in Asia (91%–96%); however, by 2012–2018, nearly all isolates were virulent on Lr1. Remarkable changes were observed in frequencies of P. triticina races defined by their virulence/avirulence to Lr1 and Lr2a genes. We postulate the P. triticina population in Dagestan is specific to that area and pathogen populations in European and Asian parts of Russia are distinct.     

基于配合力和遗传距离的甜高粱杂种优势预测

【目的】对甜高粱主要农艺性状进行杂种优势、一般配合力及特殊配合力分析,同时,分析配合力、表型遗传距离以及分子遗传距离用于杂种优势预测的可行性,为甜高粱的种质创新和杂交种选育提供理论参考。【方法】采用不完全双列杂交设计,以8个甜高粱不育系为母本及8个甜高粱恢复系为父本配制64个杂交组合。对亲本及杂交后代进行2年的性状调查,包括：出苗至开花日数、生育期、株高、穗长、茎粗、分蘖、单穗粒重、千粒重、籽粒产量、单株重、生物产量和含糖量。分析不同性状的杂种优势、一般配合力、特殊配合力、表型遗传距离、分子遗传距离以及配合力、遗传距离与杂种优势的相关性。【结果】各性状的中亲优势由强到弱分别为单株重、籽粒产量、单穗粒重、生物产量、株高、穗长、千粒重、茎粗、生育期、至开花日数、分蘖和含糖量,其中,生育期、至开花日数、分蘖和含糖量等性状为负优势。不同性状的中亲优势和超亲优势由强到弱的顺序基本相同。配合力分析表明,每个性状中,不同亲本的一般配合力相差较大,且不同组合的特殊配合力也有很大差异。大多数特殊配合力高的组合,其亲本的一般配合力也较高。杂种优势与配合力和遗传距离的相关性为单株重、籽粒产量、单穗粒重、生物产量、穗长、千粒重、分蘖以及含糖量等性状的杂种优势与其亲本的一般配合力和特殊配合力均为极显著正相关。生育期的杂种优势与特殊配合力为极显著正相关,至开花日数与特殊配合力为显著正相关。亲本间的表型遗传距离为2.86—6.82,分子遗传距离为0.50—0.96。单株重、籽粒产量、单穗粒重、生物产量、株高、穗长、茎粗及含糖量等性状的杂种优势与分子遗传距离的相关性大于表型遗传距离,其中,生物产量、单株重、穗长和茎粗的杂种优势与分子遗传距离为极显著正相关。【结论】所有性状中,与产量相关性状的杂种优势较高,而含糖量和分蘖的杂种优势较低。在杂种优势预测上,利用亲本的配合力可有效预测杂种优势,预测效果优于遗传距离。与表型遗传距离相比,分子遗传距离对杂种优势的预测更有效。     

旋转式微喷头转速对水力性能影响的试验研究

通过试验分析了旋转式微喷头的转速对水力性能的影响,试验处理设置为:3种喷嘴直径,分别为1.4mm、1.8 mm和2.4 mm;5种阻尼脂量,分别为无阻尼、1/6阻尼脂、1/3阻尼脂、2/3阻尼脂和全阻尼。结果表明,利用阻尼脂可以显著降低微喷头的转速,在100~250 kPa工作压力下,微喷头的转速可以从无阻尼时的2230~4225 r/min降到全阻尼时的0.1~1.1 r/min。与无阻尼的高速旋转微喷头比较,低转速微喷头可以显著增加射程,在100~250 kPa工作压力时,其射程增加20.5%~31.8%。而在低转速区,微喷头的射程变化不大,在200kPa工作压力下,直径1.8 mm喷嘴微喷头转速从0.41 r/min增加到6.1 r/min时,射程仅降低4.4%。与无阻尼的高转速微喷头比较,低转速微喷头水量分布更趋近于三角形分布。     

基于目标像素变化的柚果单目测距算法

针对山地果园光线变化和枝叶遮挡干扰果实距离检测的问题,该研究提出一种利用目标区域像素数量变化预测成像距离的算法。根据单目测距原理和柚果成像特性,以具备尺寸和形状代表性的离树柚果样本为研究对象,在采摘作业距离范围内利用单一相机以固定间隔步距对果实某一侧面连续获取图像数据,用以建立并验证目标区域像素数量变化与成像距离变化之间的多元回归关系。随后将该算法应用于果园中树上柚果样本以检验其适用性,并讨论初始成像距离和步距取值对测距精度的影响。研究结果表明,在125 cm以内,6个树上柚果样本的测距相对误差均低于5%,满足采摘机械手目标定位的精度要求;初始成像距离对该算法测距精度具有显著影响。该研究单目测距算法满足果园环境中柚果目标与相机间距离检测需求,为相关采摘机械手的柚果目标识别提供了一种可行方案。     

基于改进LMD的泵站摆度信号分析

局部均值分解(local mean decomposition, LMD)在分析非线性、非平稳信号时具有特有的分析能力,特别适合泵站机组摆度信号的分析.但是在信号分解为固有旋转分量的过程中,由于局域均值和包络估计函数在数据端点存在误差,会产生端点效应,严重时导致信号分解结果失真.针对这一问题,从全面考虑曲线幅值和几何形状相似性出发,提出基于灰色B型关联度和欧氏距离的端点效应抑制方法.为评价该端点效应抑制方法的抑制效果,提出分解前后的信号能量变化的评价标准.通过与原始局域均值分解算法、镜像映射法和波形匹配法等传统方法相比,验证该方法的有效性和优越性.仿真信号和泵站主轴摆度实测信号的应用表明,该方法能够有效地抑制端点效应,提高LMD分解过程中重构信号精度,更好地提取泵站机组摆度信号故障特征.     

条斑紫菜6个品系的SRAP分析

为鉴别条斑紫菜不同品系的种质,使用相关序列扩增多态性(sequence-related amplified polymorphism,SRAP)标记对条斑紫菜的5个选育品系和1个野生品系进行遗传分析,结果从35对引物组合中筛选出可扩增出稳定清晰条带的组合11对,共获得131个扩增位点,其中多态性位点125个,多态性比例高达95.42%。6个品系 间的遗传距离为0.364 3～0.867 9,平均为0.593 0。用UPGMA法进行聚类分析,结果将6个品系分为2个群,所反映的亲缘关系与各品系的来源基本一致,说明SRAP 标记技术可以成为条斑紫菜品系间遗传分析的有效工具。在131个多态性位点中,选择扩增出的4个位点构建了6个品系的指纹图谱。另外,通过ME1/EM6引物组合 扩增得到耐高温品系TM-18的特异性条带,经回收测序和重新设计引物,该条带在其丝状体和叶状体DNA中均能稳定地被扩增出来,可用于该品系的种质鉴别 。     

Discrimination of ‘San Marzano’ accessions: A comparison of minisatellite, CAPS and SSR markers in relation to morphological traits

‘San Marzano’ (SM) is one of the most widely known tomato (Solanum lycopersicum L.) cultivars, and is a classic example of a local variety with a premium value. Unfortunately, the original cultivated form is underrepresented in the Protected Denomination of Origin (PDO) area because of the incidence of contaminant and phenotypically similar genotypes. Our aim was to examine the ability of three DNA marker systems (minisatellite, cleaved amplified polymorphic sequence (CAPS) and simple sequence repeat (SSR)) to reveal the genetic diversity of tomato accessions that were, based on a morphological analysis, very similar. The data indicate that both minisatellites and SSRs can be used to genetically distinguish the analysed materials. Furthermore, these two marker systems depict relationships consistent with the hierarchal pattern obtained by the morphological data. As locally cultivated tomato accessions are often characterised by some degree of genetic variability, our results will be valuable in facilitating the purification, management and breeding of tomato germplasms. The differences between the marker systems employed are also discussed in relation to their usefulness in the agro-food chain.     

潜水泵扩张式喷嘴排液装置的优化设计与试验

针对泄漏液体严重危及潜水泵安全的问题,在原非扩张式喷嘴排液装置的基础上,优化设计了一种具有扩张式喷嘴的在线排液装置.为了比较分别具有扩张式和非扩张式喷嘴的排液装置性能的优劣,设计了这两种形式的喷嘴,并设计了4种不同尺寸喉嘴距及6种不同尺寸混合管直径的排液装置;对各种不同的排液装置在同一试验台上分别进行了试验.试验结果表明,当排液装置的扬程为6 m时,具有扩张式喷嘴的排液装置具有更好的排液性能,其最佳工作压力为0.3 MPa,最佳喉嘴距为1.67倍喷嘴喉部直径之长度,最佳混合管直径为2倍喷嘴喉部直径.与非扩张式喷嘴排液装置相比较,具有最佳尺寸的扩张式喷嘴排液装置可以更好地解决潜水泵液体泄漏问题.