基于距离相关系数和KNN回归模型的森林蓄积量估测研究

【目的】探究Landsat8 OLI数据和KNN算法在森林蓄积量估测中的潜力。【方法】以湖南省湘潭县为研究区,采用Landsat8 OLI数据和同时期的二类调查数据,通过距离相关系数筛选特征,分别采用线性回归模型(MLR)、K-近邻模型(KNN)、距离加权KNN模型(DW-KNN)和优化欧式KNN模型(FW-KNN)对森林蓄积量进行估测。使用十折交叉方法进行精度检验,对检验结果进行对比分析。【结果】3种KNN模型的估测结果均高于传统的线性模型,并且在3种KNN模型中,FW-KNN算法效果最好,决定系数达到0.69,为3种模型中最高;3种KNN模型中,本研究优化欧氏距离KNN模型的估测精度最高,其均方根误差为30.3%,相比于传统KNN模型的均方根误差降低了5.1%,相比于DW-KNN模型降低了3.3%。【结论】采用DW-KNN蓄积量估测结果明显优于其他两种模型,说明通过特征与蓄积量的相关性优化样本间的距离是一种可行的KNN优化方法。     

Mapping the spatial distribution of shade provision of street trees in Boston using Google Street View panoramas

Street trees provide shade and increase human thermal comfort during hot summer. In this study, we investigated the spatial distribution of shade provision of street trees in Boston, Massachusetts. The sky view factor (SVF), which influences the solar radiation to the ground and affects human thermal comfort, was used to indicate the contribution of street trees on shade provision. Google Street View (GSV) panoramas were used to calculate the photographic method based SVF (SVF_P), with the consideration of all kinds of obstructions within street canyons. A building height model was used to calculate the simulation based SVF (SVFs), with consideration of obstruction of building blocks only. Considering the fact that street trees and building blocks are the two major obstructions of radiation within street canyons, therefore, the difference between the two SVF estimation results can be considered as the shade provision of street trees. The results show that street trees help to decrease the SVF by 24.61% in Boston, Massachusetts. The shading level varies spatially in the study area. Generally, the southwestern area has much higher shading level than the north and the east. We further explored the shading variation among different socioeconomic groups in the study area. Result shows that Hispanics tend to live in neighborhoods with lower shading level. This study can help to provide a reference for future urban greening projects for global climate change adaption.     

虚拟仪器技术及其在距离保护中的

介绍了虚拟仪器的发展过程以及虚拟仪器的软件与硬件的基本构成原理,设计了一套虚拟仪器系统，并在此基础上对距离保护进行了仿真实验。认为虚拟仪器在电力系统具有广泛的应用前景，是今后一段时间的发展方向。     

甜菜种质资源数量性状遗传距离差异及其应用的研究

对60份参试材料的5个性状主成分分析结果表明,确定甜菜主成分因子有根产量、含糖量和抗褐斑病性;聚类分析结果,按类群间遗传距离大于类群内遗传距离的原则分为6类.类群间的平均遗传距离(?)~2=16.781,大于该平均遗传距离的类群组合有Ⅰ和Ⅳ,Ⅰ和Ⅴ,Ⅰ和Ⅵ,Ⅱ和Ⅵ,Ⅲ和Ⅴ,Ⅲ和Ⅵ,在上述类群间选择亲本有效.     

Does matrix resistance influence Red squirrel (Sciurus vulgaris L. 1758) distribution in an urban landscape?

In determining isolation effects in fragmented populations, the landscape matrix is not often considered. Usually simple distance measures are used to quantify degree of isolation. We tested the effect of the matrix on the presence of red squirrels in 354 wooded patches in the Brussels Region, by comparing several isolation measures. These were 1) distance to the nearest source patch, 2) the Hanski-measure (a combination of distance to and size of all possible sources), 3) effective distances calculated from different least cost models using the ArcView grid extension ‘Cost Distance’ (a combination of distance and resistance of the landscape, with different resistances for different landscape types) and 4) some combinations of the Hanski-measure and the effective distances. Size and quality of the target patches were always included in the tests of the predictive power of different isolation measures on squirrel presence/absence. All variables examined (patch size, quality and isolation) significantly influenced squirrel presence. Models using the effective distances gave the best results. Models including the Hanski-measure improved significantly when Euclidean distance was replaced by effective distance, showing that parameterisation of matrix resistance added significant additional explanatory power when modelling squirrel presence. This revised version was published online in July 2006 with corrections to the Cover Date.     

RAPD分析山西主要地方山羊品种的遗传多态性

现代分子生物技术的飞速发展，为动物育种提供了新的方法和手段，在DNA水平上检测物种的遗传结构和遗传多样性，越来越受到人们的重视。以PCR为基础的DNA多态性检测技术以其检测灵敏度高、操作简便、安全、快捷、经济等优点，逐步广泛地应用于动植物研究中。山西境内现存3个山羊群体，分别为阳城白山羊、黎城大青羊和吕梁黑山羊，在长期自然选择的条件下，各具特征，生产性能和生存环境均有差异，是良好的种质资源。     

用户行为驱动的网页布局自动调整的研究

逻辑观是困扰当前中国逻辑史研究的根本性问题。两千多年来，逻辑的名称虽几经变化，但对命题形式、推理形式及其有效性的分析，始终是西方逻辑不变的主题。由于中国逻辑史研究是基于西方逻辑的传入而产生的，因此，西方逻辑的逻辑观应当成为中国逻辑史研究的基本遵循。     

农村中小学现代远程教育资源利用的问题与策略

随着农村中小学现代远程教育工程的逐步实施和深入，农村中小学在利用农村远程教育资源（以下简称农远资源）的过程中也暴露出越来越多的问题。针对农远资源在农村中小学教育中利用率低的问题，在做了相关调查的基础上，分析了农村中小学农远资源利用中存在的弊端，为提高农远资源的利用率提出了相关的解决策略。     

"早稻-冬草莓"轮作模式最佳种植期研究

[目的]研究"早稻-冬草莓"轮作模式最佳种植期.[方法]根据双流县气象局1971 ～ 2010年气象资料,采用滑移气候相似距及数理统计方法,对"早稻-冬草莓"轮作模式最佳种植期进行分析.[结果]冬草莓最佳种植期在8月1日～翌年3月31日,其小苗移栽最早在7月中旬,最晚在8月中旬,最佳移栽时期平均在8月19日.早稻移栽时间平均为3月26日,拟收获期平均为7月26日.[结论]从气象角度研究了"早稻-冬草莓"轮作模式最佳种植期,为双流县推广该模式,最大限度地发挥光、温、水、土地的生态效益提供了科学的决策依据.     

农村党员干部现代远程教育视频资源管理方法的创新研究

阐述了＂ABC分析法＂和＂长尾理论＂,并将2种方法结合用于农村党员干部现代远程教育视频资源的管理。研究表明,这2种方法的结合使用可以有效实现管理效益。洞察开发视频资源在实际制作中存在的问题,及视频资源在网络教学中面临的实际情况,结合应用＂ABC分析法＂和＂长尾理论＂,提出了突破这一新课题的管理方法。