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   

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   

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

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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   

荒漠草原不同放牧制度群落现存量与营养物质动态研究   总被引：6，自引：0，他引：6  

卫智军  杨静  苏吉安  杨尚明 《干旱地区农业研究》2003,21(4):53-57

在短花针茅荒漠草原，比较研究了不同放牧制度对群落现存量与营养物质动态的影响，结果表明，划区轮牧和对照区牧草现存量差异不明显，但高于自由放牧区。轮牧和对照区群落现存量变化呈先增加，然后又下降的动态规律，自由放牧植物现存量几乎一直呈下降趋势。与轮牧和对照区相比，自由放牧区牧草在生长初期粗蛋白质、粗灰分、磷的含量均较高，粗纤维含量较低，生长后期则相反。  相似文献   

河南省杨树材种出材率表的研编   总被引：1，自引：0，他引：1  

夏丰昌 《中南林业调查规划》2006,25(1):10-12

用削度方程和单株带皮—去皮胸径的转换关系式两个模型对河南省杨树进行计算机理论造材．经精度检验，满足要求，方法可行，依此编制了河南省杨树材种出材率表。  相似文献   

Categorization of the pelvic limb standing posture in nine breeds of dogs          下载免费PDF全文

S. S. Sabanci  M. K. Ocal 《Anatomia, histologia, embryologia》2018,47(1):58-63

The objective of the study was to categorize objectively nine breeds of healthy dogs according to pelvic limb standing posture. A total of 135 dogs from different breeds were used and the standing angles of the hip, stifle, and tarsal joints, together with the percentages of the greater trochanter, patella and tuber calcanei heights, with respect to crista iliaca height, were used as discriminant variables for the categorization of pelvic limb posture. All included breeds were allocated to three groups of the standing pelvic limb posture. The best discriminant variables between the three groups were the percentage of patellar height, and the standing angles of the stifle and tarsal joints. German shepherds, Anatolian shepherds, golden retrievers, Rottweilers, Belgian Malinois and Dobermann pinschers were well separated between 89% and 100% success rate for the categorization. The minimal success rate was determined in Berner sennenhunds as the ratio of 75%. It was also determined that Dobermann pinschers had the straightest pelvic limbs, while German shepherds had the most angulated pelvic limbs. Further studies are required to document the impact of postural differences in active and passive structure diseases of the locomotor system of the pelvic limb among dog breeds.  相似文献   

Successful small intestinal resection and anastomosis in a late term broodmare with colic via a standing left flank laparotomy          下载免费PDF全文

D. A. Howes  T. A. Kerr  R. McQuillan  R. T. Kerr  J. S. Connell 《Equine Veterinary Education》2018,30(10):531-535

A late term broodmare presented with low‐grade intestinal colic. Clinical findings were consistent with a small intestinal lesion requiring surgical intervention. The risks of general anaesthesia to the fetus, combined with clinical findings in an otherwise quiet natured horse influenced the decision to choose an alternative standing left flank approach first. A small intestinal resection and anastomosis was performed successfully and the mare delivered a healthy foal without complications a month later. Standing colic surgery might be a preferred alternative to general anaesthesia in certain circumstances as discussed in this case report.  相似文献   

Quantifying Associations among Dimensions of Ears and Their Form Factors in Maize (Zea Mays) Using Dimensional Analysis     

Hongbo CAO  Gaimei LIANG  Jinzhong YANG 《农业科学与技术》2016,(10):2287-2292

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