机器学习算法与3σ定律在智慧温室数据预处理中的应用

为了有效解决在极端环境下智慧温室内部分传感器不工作导致产生缺失值及数据准确性的问题.以智慧温室传感器采集的数据为研究对象,利用多种机器学习算法进行数据插补,同时利用3σ定律和数据融合对插补后的数据集进行预处理,提高了数据集的完整性与准确性.为技术人员进一步分析、处理数据,实现智慧温室精确控制提供了更加准确可靠的数据源.     

土壤资源管理地理信息系统数据研究

本文研究了地理数据的特征、空间数据的采集、GIS数据的导入和管理信息系统的数据库设计,介绍了沈阳市东陵区土壤资源管理地理信息系统的数据构建。     

Uterine Expression of WNT7A and β-catenin After Induction of Oestrus in Sheep

WNT7A and β-catenin localisations and roles in regulating periimplantation ovine conceptus development under natural estrous conditions have been elaborated.However,their locations and expression patterns have not been reported under induction of oestrus.The localisation,expression and function of WNT7A and β-catenin in the uterine tissues of the early pregnant and non-pregnant sheep on days 10,12,14,16 and 18 following artificial induction of oestrus were investigated by means of in situ hybridisation,real-time RT-PCR,immuno-histochemistry and western blotting methods.WNT7A and β-catenin mRNA and protein were both restricted to the apical surfaces of the uterine luminal epithelium (LE) and glandular epithelium (GE).In pregnant sheep,protein localisation of WNT7A and β-catenin was observed both in the endometrial LE and GE.Their staining presented on day 10,increased between day 12 and day 16,and decreased on day 18.WNT7A and β-catenin mRNA and protein expression increased initially and then decreased from day 10 to day 18,peaking on day 16,and β-catenin reaching a peak on day 18 in the uterine tissues of pregnant sheep (p0.05).By contrast,no significant changes in WNT7A and β-catenin mRNA and protein expression levels were observed from day 10 to day 18 of the oestrus cycle in the uterine tissues of non-pregnant sheep (p0.05).Additionally,WNT7A and β-catenin mRNA and protein expression levels in the uterine tissues of the early pregnant sheep were significantly higher than those of non-pregnant sheep (p0.05).Treatment of endometrial epithelial cells with WNT7A increased the mRNA expressions of β-catenin,c-myc and Cyclin D1.These results provided an underlying mechanism of periimplantation ovine conceptus development under induction of oestrus.     

浅谈安全果品生产

叙述了安全食品的定义,论述了食品安全生产的必要性及发展趋势,介绍了绿色食品生产技术。     

Isolation and Characterization of a Yellow Xanthophyll Pigment-Producing Marine Bacterium,Erythrobacter sp. SDW2 Strain,in Coastal Seawater

Xanthophylls, a yellow pigment belonging to the carotenoid family, have attracted much attention for industrial applications due to their versatile nature. We report the isolation of a homo xanthophyll pigment-producing marine bacterium, identified as the Erythrobacter sp. SDW2 strain, from coastal seawater. The isolated Erythrobacter sp. SDW2 strain can produce 263 ± 12.9 mg/L (89.7 ± 5.4 mg/g dry cell weight) of yellow xanthophyll pigment from 5 g/L of glucose. Moreover, the xanthophyll pigment produced by the SDW2 strain exhibits remarkable antioxidative activities, confirmed by the DPPH (73.4 ± 1.4%) and ABTS (84.9 ± 0.7%) assays. These results suggest that the yellow xanthophyll pigment-producing Erythrobacter sp. SDW2 strain could be a promising industrial microorganism for producing marine-derived bioactive compounds with potential for foods, cosmetics, and pharmaceuticals.     

猕猴桃溃疡病菌biovar 3群体MLVA分型技术的建立与应用

 丁香假单胞菌猕猴桃致病变种生物型3(Pseudomonas syringae pv. actinidiae biovar 3,Psa3)是猕猴桃溃疡病菌的世界流行群体,但仅在中国存在复杂的遗传多样性。开发适于Psa3群体分型的MLVA(multilocus variable-number tandem-repeat analysis)技术是探索中国Psa3起源与流行学特性的基础。本研究对7个Psa3菌株进行了全基因组测序,结合已公布的86个全基因组数据,进行比较分析发现,中国Psa3至少存在7个亚群;在各亚群间存在多态性的24个串联重复序列中,其中10个可以通过琼脂糖凝胶电泳区分开且变异指数合适,据此建立了适于Psa3的MLVA技术。采用该技术对分别来自贵州和陕西的62和9个Psa3菌株进行群体分型,分型结果与全基因组分析高度一致,证明该MLVA体系分型准确。MLVA分型结果表明:贵州主产区修文县Psa3有3个MLVA群体,其中亚群4的组内分化明显,代表最早发生的群体;而亚群 1和3的结构单一,且多在新果园发现,是新传入群体。总之,本研究建立了一套可用于Psa3群体分型的MLVA技术,将有助于解析中国各猕猴桃产区Psa3群体结构,以及探索中国Psa3的起源、传播和流行学特征。     

CRISPR/Cas systems:The link between functional genes and genetic improvement

With the ever-increasing human population and deteriorating environmental conditions, there is an urgent need to breed environmentally friendly and resource-con...     

偏高岭土对高强机制砂混凝土性能的影响

利用扫描电子显微镜(SEM)、压汞法(MIP)、快速氯离子迁移系数法(RCM)等手段,研究了偏高岭土(MK)掺量对高强机制砂混凝土抗压强度以及抗氯离子渗透性能的影响.研究发现: 掺入MK能够有效改善高强机制砂混凝土的力学性能和抗氯离子渗透性能:随MK掺量增加,抗压强度与抗氯离子渗透性能均呈先增大后减小的趋势,最佳MK掺量为8%,此时28 d抗压强度为98.5 MPa,较基准组增加13%,氯离子迁移系数为1.89×10^-12 m²/s,较基准组减小60%.微观结构试验表明适宜的偏高岭土掺量能够有效促进水泥水化;偏高岭土颗粒的晶核效应和微集料填充效应协同作用,使得机制砂混凝土的微观结构更加均匀密实,机制砂混凝土的多害孔、有害孔减少,少害孔增加,从而提高了机制砂混凝土抗压强度和抗氯离子渗透性能.     

宽甸地区林业资源及其特色产业发展研究

综述宽甸地区自然条件和林业资源概况,介绍林业特色产业的规划布局和建设现状.基于生态文明的发展理念,根据林业资源的特点和优势,提出进一步发展特色林业产业的可行性建议,为充分发挥宽甸地区林业资源潜力提供借鉴.     

两种杂交石斑鱼子一代杂种优势的微卫星标记分析

使用6对微卫星引物对两种杂交子一代(青龙斑和虎龙斑)及其亲本(斜带石斑鱼、棕点石斑鱼和鞍带石斑鱼)共5个群体进行微卫星分析,计算等位基因频率、有效等位基因数、基因杂合度、多态信息含量、相似指数和Nei氏遗传距离。结果显示,在5种石斑鱼中,棕点石斑鱼的平均有效等位基因数最大(6.849 3),最小的是鞍带石斑鱼(2.608 6)。6对微卫星引物在这5个群体中具有丰富的多态性,平均多态信息含量(PIC)分别为0.666 7、0.751 3、0.441 9、0.664 0、0.542 6。在平均观测杂合度(Ho)中,虎龙斑和青龙斑的最高均为0.940 0,鞍带石斑鱼的最低为0.508 3。遗传距离和遗传相似率结果显示,青龙斑和虎龙斑均与父本鞍带石斑鱼的亲缘关系较近。杂交子一代群体的等位基因基本来自父母本群体双方,可推断杂交子一代的遗传物质来自父母双方,属两性融合生殖,是真正意义上的杂交种。杂交后代的遗传变异水平明显增强,这是杂种优势得以形成的重要遗传物质基础。