基于距离相关系数和KNN回归模型的森林蓄积量估测研究     

宋亚斌  邢元军  江腾宇  林辉 《中南林业科技大学学报(自然科学版)》2020,(4):22-27,33

【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。  相似文献   

茶树叶部害虫——茶橙瘿螨     

李红莉  崔宏春  毛宇骁  郑旭霞  黄海涛  赵芸 《中国茶叶》2021,(1):37-39

茶橙瘿螨是茶树上一种常见害螨,以成螨、幼螨和若螨刺吸茶树汁液为害茶树,减弱树势,对茶叶产量和品质产生影响。文章介绍了茶橙瘿螨的分布与为害、形态特征、发生规律和防治措施,以期为生产上该害虫的正确识别和有效防治提供参考。  相似文献   

山东境内五个山羊种群生化遗传多态性研究     

韩海霞  王建民  王桂芝  孙允东  张宁波  苑存忠 《家畜生态》2006,(6)

应用聚丙烯酰胺凝胶电泳法(PAGE),对山东省境内山羊种群的血液生化遗传标记多态性进行分析。结果表明,所测5个山羊品种中,Tf、Akp及EsⅠ基因座均表现出多态性,Hb和EsⅡ基因座仅分别在崂山奶山羊和莱芜黑山羊品种中表现出多态性,Amy未表现出多态性;平均杂合度为0.2876,基因纯合系数在0.6以上,群体的遗传分化系数为0.02614,说明这些山羊群体的遗传变异较低,其97.386%来自群体内遗传多态现象。基于3个多态位点基因频率的系统发育分析证明,带有共同遗传基础的济宁青山羊、鲁北白山羊和崂山奶山羊遗传距离较近,引进的南非波尔山羊与4个地方山羊品种遗传距离最远。  相似文献   

虚拟仪器技术及其在距离保护中的     

许志鹏  象阳 《中国农村水利水电》2005,(8):54-56

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。  相似文献   

退耕还林间作万寿菊的高产栽培技术     

冯技巧  李清林 《林业科技情报》2006,38(2):8-9

本文介绍了万寿菊的形态特征及生物学特性,根据形态特征及生物学特性,探索了万寿菊的育苗技术和栽培技术以及田间管理的方法。  相似文献   

甜菜种质资源数量性状遗传距离差异及其应用的研究     

崔平  郑子英  刘淑艳 《中国糖料》1993,(3)

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.  相似文献   

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

Verbeylen  Goedele  De Bruyn  Luc  Adriaensen  Frank  Matthysen  Erik 《Landscape Ecology》2003,18(8):791-805

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.  相似文献   

发菜形态特征及其与环境因子的关系   总被引：5，自引：0，他引：5  

唐进年  张盹明  聂文果  张锦春 《干旱区资源与环境》2003,17(1):123-128

通过野外调查和室内观察分析 ,天然发菜原植体的形态主要有柱状和带状两种 ;群体形态有单丝体、团块状、辫状、束状和网状。原植体的形态特征受环境湿度的影响较大 ,在降水量较大的地区 ,发菜原植体增粗 ,直径在 0 .0 5～ 0 .2 5 mm之间 ,带状发菜的比例较大 ,占 30～ 60 % ,吸水后藻体的颜色一般呈棕褐色 ;在降水量较小或极端干旱地区 ,发菜以细丝状为主 ,直径在 0 .0 2～ 0 .2 2 mm之间 ,带状发菜的比例不足 2 5 % ,吸水后藻体的颜色呈绿色或浅棕褐色。发菜群体形态的形成和发育与自身的生长特性有关外 ,主要与环境因子特别是降雨量、地形及自然外力 (地面径流和空气流动 )有关。  相似文献   

离体条件下水稻种衣剂对串珠镰刀菌生长及形态毒理影响     

刘西莉  张龙  李健强  房双龙 《植物病理学报》2002,32(4):332-337

 检测了黑龙江水稻主产区4个当地主栽品种的种子内部镰刀菌寄藏情况,测定了20%克福甲和20%克多甲种衣剂对种子带菌消毒处理效果及对水稻串珠镰刀菌(Fusarium moniliforme)的抑菌作用和联合毒力,并借助扫描电镜观察了上述2种混配种衣剂对串珠镰刀菌的形态毒理影响。结果表明,种子内部镰刀菌的分离频率高达56.7%~96.0%,其中串珠镰刀菌的分离频率为32.6%~48.2%,2种种衣剂对带菌种子具有显著的消毒处理效果。20%克福甲和20%克多甲种衣剂对镰刀菌F.moniliforme的毒力指数分别为457.11和802.04,增效倍数分别为6.53和0.13。20%克多甲种衣剂(多菌灵:甲基立枯磷为5:5,W/W)对串珠镰刀菌的抑菌作用优于20%克福甲种衣剂(福美双:甲基立枯磷为8:6,W/W),增效作用低于20%克福甲种衣剂。电镜观察表明,种衣剂低浓度至高浓度处理下均可引起串珠镰刀菌菌丝不同程度的异常生长,表现为主菌丝局部膨大或形成菌丝束,菌丝顶端异常膨大、缢缩或形成穗状和花絮状分枝。  相似文献   

Estimation of Genetic Variation Among Verticillium Isolates using AFLP Analysis     

Jan Fahleson  Ulf Lagercrantz  Qiong Hu  Lisa Ann Steventon  Christina Dixelius 《European journal of plant pathology / European Foundation for Plant Pathology》2003,109(4):361-371

Amplified fragment length polymorphism (AFLP) analysis was used to study genetic variation among 76 isolates of Verticillium. A dendrogram based on the AFLP data revealed three main groups. One group consisted of 35 European isolates derived from Brassica napus together with five Californian isolates taken from B. oleracea. This group displayed a high degree of genetic similarity and included three isolates earlier classified as Verticillium longisporum, indicating that all isolates in this group probably should be regarded as members of V. longisporum. V. dahliae isolates constituted the second group while the third group contained four V. albo-atrum isolates. In addition to these three groups, a cluster of six V. nigrescens isolates was observed. However, the genetic distances between the isolates of V. nigrescens were much higher than those between members in the other groups and the bootstrap value for the V. nigrescens cluster was subsequently low. Four isolates classified as V. tricorpus were highly diverse and did not cluster together. Analysis of molecular variance revealed that the isolates of V. longisporum were separated into four subgroups, based on geographic origin. The study furthermore shows that AFLP is a suitable method for studying population structure in Verticillium.  相似文献