拉曼光谱结合支持向量机对猪胞质内单精子显微注射胚胎性别的鉴定分析

【目的】 探求一种无损的、非侵入性的、快速的胚胎性别鉴定方法。【方法】 以207个猪卵胞质内单精子显微注射(intracytoplasmic sperm injection,ICSI)胚胎及其培养液为研究对象,单个胚胎经巢式PCR扩增鉴定其性别后随机分成训练集和测试集,同时利用拉曼光谱技术获取单个ICSI胚胎培养液的拉曼光谱。原始光谱经过处理后,采用支持向量机(support vector machine,SVM)算法构建分类模型,先用训练样本进行训练和建模,然后预测测试样本的性别,结合PCR性别鉴定的结果,计算分类准确率。【结果】 通过巢式PCR对207个胚胎进行性别鉴定,鉴定出71个雄性胚胎、128个雌性胚胎,8个样品扩增失败。猪ICSI雄性胚胎培养液在1 082和1 360 cm^-1拉曼位移处特征峰强度明显高于雌性胚胎,构建的胚胎性别鉴定模型的分类准确率为81.5%,雌性和雄性胚胎的分类准确率分别为81.3%和81.8%。【结论】 本研究将拉曼光谱技术与SVM法相结合构建了胚胎性别鉴定模型,分类准确率达到81.5%,提供了一种新的、无损的胚胎性别鉴定方法。     

Diallel analysis of sweetpotatoes for resistance to sweetpotato virus disease

Sweetpotato virus disease (SPVD) is due to the dual infection and synergistic interaction of Sweetpotato feathery mottle potyvirus (SPFMV) and Sweetpotato chlorotic stunt crinivirus(SPCSV), and causes up to 98% yield loss in sweetpotato in East Africa. This study was conducted to determine the inheritance of resistance to SPVD in sweetpotato and to estimate the nature of genetic variance. Ten parental clones varying in reaction to SPVD were crossed in a half diallel mating design to generate 45 full-sib families. The families were graft-inoculated with SPCSV and SPFMV to induce SPVD and evaluated for resistance in a randomized complete block design at two sites in Namulonge, Uganda during 1998–2000. In serological assays for SPFMV and SPCSV,resistance to symptom development and recovery from initial systemic SPVD symptoms, characterised resistant genotypes. Genetic component analysis showed significant effects for both general combining ability (GCA) and specific combining ability (SCA) for resistance to SPVD. GCA to SCA variance component ratios were large (0.51–0.87), hence GCA effects were more important than SCA effects. Resistant parents exhibited high GCA indicating that additive gene effects were predominant in the inheritance of resistance to SPVD and recovery. Narrow-sense heritability (31–41%) and broad-sense heritability (73–98%) were moderate to high, indicating that rapid genetic gains for SPVD resistance could be accomplished by mass selection breeding techniques. Two genotypes, New Kawogo and Sowola, had high negative GCA effects and had several families in specific crosses,which exhibited rapid recovery from SPVD,and are promising parents for enhancement of SPVD resistance and recovery. This revised version was published online in August 2006 with corrections to the Cover Date.     

Leaf yield component combining abilities in mulberry (Morus spp.)

A line × tester analysis was carried out in mulberry (Morus spp.) to determine the genetic interaction in the expression of various quantitative characters including leaf yield. Eight clonal varieties were selected, 3 of them were designated as lines (♀) viz. Berhampore-1, China white and MS-5 and 5 of them were called as testers (♂) viz. Mandalaya, Kosen, Assamjati, MS-1 and Kajli. Combining ability studies were conducted on these parents along with their F₁ hybrids for the variables laminar index, growth rate, weight of 100 dry leaves, number of primary branches per plant, plant height, nodal distance, leaf-twig ratio, aerial biomass, moisture content, moisture retention capacity and leaf yield. Broad genetic variability was observed among the genotypes. The ratio of General Combining Ability (GCA) and Specific Combining Ability (SCA) indicated the predominance of non-additive genes in mulberry. While China white (female) and MS-1 (male) were the best general combiners among the parents, Berhampore-1 × Kajli was the best cross for leaf yield. Results suggest that selective crossing followed by proper screening may be the best approach for breeding of high yielding varieties in mulberry. This revised version was published online in July 2006 with corrections to the Cover Date.     

Genetics of resistance to bean golden mosaic virus in Phaseolus vulgaris L.

Summary The genetics of resistance to bean golden mosaic virus (BGMV) was studied in an 8×8 complete diallel cross of common bean, Phaseolus vulgaris L. The 28F₁ hybrids, their reciprocals, and eight parents were artificially inoculated with BGMV under glasshouse conditions. Data were recorded and analyzed for foliar yellowing, plant dwarfing, flower abortion, and pod formation, using a randomized complete block design with two replications.General combining ability (GCA) mean squares were highly significant (P<0.01) and larger than values for specific combining ability for all traits. Reciprocal and maternal effects were nonsignificant. Cultivars Royal Red and Alubia Cerrillos possessed significant negative and positive GCA for all traits, respectively. Porrillo Sintetico also had negative GCA for all traits except plant dwarfing. None of the GCA effects were significant for Great Northern 31 and PVA 1111. Positive associations existed among all traits studied.     

企业文化在农机化服务体系建设中的作用

企业文化是企业可持续发展的精神支柱,为企业发展提供核心竞争力。针对企业文化建设中的认识误处,分析了企业文化与农业机械化服务组织的关系,阐述了企业文化在农机化服务体系建设中的作用。对开展企业文化建设,推动农机化服务体系健康发展具有重要意义。     

基于MK—SVR模型的小麦叶面积指数遥感反演

提出了运用多核支持向量回归(MK-SVR)算法构建小麦叶面积指数(LAI)遥感监测模型。以2010—2013年试验样点小麦拔节、孕穗、开花3期的实测LAI数据为基础,同步获取我国自主研发的环境减灾卫星HJ-CCD对该研究区域的影像数据,分析了各生育期小麦LAI与8种植被指数间的相关性。以显著相关的植被指数作为输入参数,使用MK-SVR算法构建了每个生育期的小麦LAI反演模型,即MK-SVR-LAI模型。为了评价模型,每期使用单一核支持向量回归(SK-SVR)、偏最小二乘(PLS)回归算法构建了SK-SVR-LAI、PLS-LAI模型。将模型估算LAI值和田间观测LAI值进行比对,以决定系数(R2)和均方根误差(RMSE)为指标评价并比较了模型。结果表明:3个生育期MK-SVR-LAI模型的RMSE值均低于参比模型,拔节期为0.293 1,孕穗期为0.466 8,开花期为0.548 6,且该模型的R2也都最高,拔节期为0.762 4,孕穗期为0.801 8,开花期为0.668 9。     

基于Internet的林业资源环境信息服务系统(FINFOSYS)研究

运用面向对象的思想和方法,设计并实现了基于Internet的林业资源环境信息服务系统——FINFOSYS,为林业资源和环境信息提供信息管理、信息共享、电子商务和分析决策等综合服务：在参照现有国家、行业相关标准的基础上,建立林业资源和环境信息共享标准和共享规范,在此基础上建立林业资源环境分布式网络数据库及共享网络系统;设计林业资源环境数据仓库,开展多维数据的在线分析、数据挖掘并建立网络运行的统计和分析模型,实现林业资源环境在线决策支持的网络系统;根据林业资源环境有偿信息的特点,设计电子商务系统,实现林业信息产品的网上交易和交流。     

FORESTAR：A decision—support system for multi—objective forest management in Northeast China

Past monoculture forestry in China has contributed to countrywide ecological disasters and economic difficulties in forestry regions. China‘s new forestry programs, Natural Forest Conservation Program and Returning Farmlands to Forests Program, provide opportunities for ecosystem management of mountain forests in China. A decision support system, FORE-STAR, has been developed for better managing and protecting natural forests in Changbai Mountain area. It uses GIS-based forest inventory data at a scale of forestry bureau. The first version contains two sub-modules: forest operation and forest res-toration. Under each sub-module, users can compare several decision options and make optimal choices. It can help field for-esters, forest managers, and policy makers make multi-objective and consistent decisions in planning forest management at hierarchical administrative scales.     

Spatially Explicit Evaluation of Local Extractive Benefits from Mangrove Plantations in Bangladesh

Mangroves worldwide provide a wide range of ecosystem services utilized directly and indirectly by local peoples. Between 1966 and 2001, Bangladesh established approximately 148,000 ha of mangrove plantations in coastal areas within the Barisal and Chittagong Divisions. Though erosion and human encroachment and conversion have removed over two-thirds of these stands, the Forest Department has continued to undertake new plantation activities.

To investigate how and to what degree people directly utilize these mangroves, I conducted 340 household surveys across eight coastal villages located in close proximity to established plantations. The predominant direct use of the mangrove plantations by local rural communities is the extraction of detritus and nonmain stem material (e.g., limbs, leaves) for combustible fuel. This study uses household foraging distances to estimate and map net value densities based on reported market prices of extracted goods. The average extractive value of mangrove plantations is Tk 2,300 ha^?1 yr^?1, ranging among the villages from 300 to Tk 27,400 ha^?1 yr^?1, with values concentrated closer to the village. Cost-benefit analyses suggest that direct use values alone have justified the establishment and management of previously planted stands. However, other indirect values must be taken into account if these areas are to merit additional plantations.     

蛭石与人造沸石氨氮等温吸附理论式与判别式

为比较在高起始氨氮浓度C0点和介质用量W0点上,吸附理论通式Qe=W0qmC0/[qmKw W0(qm-qe) C0]与其简化方程Qe=W0qmC0/[qm(Kw W0) C0]的适用性,测定了给定pH值和温度条件下反应平衡时NH4Cl溶液中蛭石和人造沸石的氨氮吸附量(Qe).在该试验条件下确定的蛭石单位介质吸附容量qm和介质系数Kw值分别为22 mg/g和15.5 g/L,人造沸石的qm和Kw的值分别为45 mg/g和8 g/L.在整个试验氨氮浓度C0和介质用量W0范围内,用该通式描述两介质刘氨氮的等温吸附过程具有很高的精确度.而简化方程仅在有限范围内即C0相对小或W0相对大时才适用.若给定预测相对误差(RD),则C0/qm(Kw W0)≤RD可作为简化方程应用的判别式.