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   

The use of urban organic wastes in the control of erosion in a semiarid Mediterranean soil     

M. Ros  C. Garcia  T. Hernandez 《Soil Use and Management》2001,17(4):292-293

Abstract. A two year field experiment was carried out in a semiarid Mediterranean area in order to evaluate, the effect on soil erosion of adding different urban organic wastes: a stabilized municipal waste (compost), an unstabilized municipal waste, and an aerobic sewage sludge. All the treatments significantly reduced soil erosion, compared to the control soil. The soil amended with compost was the most effective treatment, reducing soil loss by 94% and runoff by 54%.  相似文献   

高原瘦肉型猪肥育性能与胴体品质分析   总被引：1，自引：0，他引：1  

周继平  胡勇等 《家畜生态》2003,24(1):5-7

选择59头高原瘦肉型猪，断奶后每个血统选用5～9头公猪为一组，经育肥达90kg体重屠宰，测定其胴体性状和胴体品质，测定结果表明全期日增重均在500g以上，但各世代有差异，其胴体品质较之互助猪有了明显提高。  相似文献   

猪血浆转铁蛋白与部分经济性状关系的研究——Ⅰ. 多态性与产仔数和日增重的关系     

张彬 《湖南农业大学学报(自然科学版)》1990,(1)

用经改进的聚丙烯酰胺凝胶电泳铁染法,测定了二花脸猪血浆转铁蛋白多态类型,分析了其基因型频率和基因频率,并探讨了猪血浆转铁蛋白多态性与产仔性能和增重速度的相关性。  相似文献   

根据盗伐、滥伐林木现场树坑作相应林木材积估测     

李炳凯 《林业调查规划》2005,30(4):10-11

介绍了在盗伐、滥伐林木现场仅有树坑的情况下，利用相应小班森林资源规划设计调查资料或相近林分调查资料对被盗伐、滥伐林木作材积估测的方法，并举例说明。  相似文献   

两种塑料暖棚猪舍的应用效果观测   总被引：1，自引：0，他引：1  

侯正录  杨占魁 《家畜生态》2002,23(3):17-18

在青海省乌兰县舍外温度－6．30℃条件下，选用40头荣昌猪分作2组，每组20头，在自行设计的半开放－封闭式多用塑料暖棚猪舍与常用简易塑料暖棚猪舍内开展对比试验。结果表明，前者可显著提高舍内温度，降低舍内湿度，且育猪增重效果明显。  相似文献   

进口木地板坯料应注意的问题     

戈红 《木材工业》2002,16(4):29-30

本文提出了进口木地板坯料时应考虑南北气候差异及木材密度等材性差异来确定留有不同的加工余量，并建议海关按照国际惯例制定以净尺寸材积作为计税材积的标准，避免各港口实行不同征税标准，给企业进口地板坯料带来诸多困难。该建议已引起海关总署重视，并委托国家林业局起草单耗标准。  相似文献   

Monitoring acute fluid shifts with bioelectrical impedance analysis: a review     

David J. Bordelon  DVMWayne E. Wingfield  MS  DVM  DACVECC  DACVS 《Journal of Veterinary Emergency and Critical Care》2002,12(3):153-161

  相似文献   

Application of acoustic Doppler current profiler combined with a scientific echo sounder for krill Euphausia pacifica density estimation     

Kyounghoon  LEE  Tohru  MUKAI  Donhyug  KANG  Kohji  IIDA 《Fisheries Science》2004,70(6):1051-1060

ABSTRACT:   An application of the acoustic Doppler current profiler (ADCP, 153.6 kHz) in combination with a scientific echo sounder (EK60, 38 and 200 kHz) was investigated to estimate the density of krill Euphausia pacifica . The acoustic backscattering strength from sound scattering layers was compared with biomass estimates from midwater trawls. Euphausia pacifica was targeted among mixed species populations in the sound scattering layer in the offshore Funka Bay area of Hokkaido, Japan. The frequency characteristics of acoustic backscattering by krill were calculated using a distorted wave Born approximation scattering model at three frequencies. Krill aggregations identified from the EK60 data were extracted as the mean volume backscattering strength difference between two frequencies. They were then used to identify similar aggregations in the ADCP data by matching observation times and depths for the two methods, which were applied simultaneously. Results from the comparison of the mean volume backscattering strength and the density calculated from the ADCP and EK60 showed that ADCP can be used to measure density and spatial–temporal distribution of krill aggregations. Current speed and direction at the study site were found to be 16.1 cm/s and 187.0°, respectively, and krill speed and direction (including the current component) were found to be 19.8 cm/s and 172.2°, respectively. Based on the ADCP data, the net speed and direction of the krill aggregations were found to be 5.9 cm/s and 128.0°, respectively.  相似文献   

舍温对猪饲料报酬的刺激效应     

靳议超 《青海草业》1997,(4)

互助县丹麻乡泽林、锦州两个行政村地处海拔2800～3000m的河湟高位农作区，气侯较为寒冷。为提高农户养猪的饲料报酬，于1994年1月7日～1995年1月6日，沿用农民传统饲养方式，进行了暖棚与敞圈养猪饲料报酬的对比试验，其结果表明：日增重暖棚比敞圈猪多94．93g,提高饲料报酬50．06％，头均增加收益272．87元；重料比暖棚组与敞圈组分别为1：6．1和1：9．49，每kg增重暖棚组节约饲料3．39kg，节料率为86、72％；育肥一头110kg重的肉猪,可缩短饲养期182d，提高时效49．86％。  相似文献