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   

FoxA2 and p53 regulate the transcription of HSD17B1 in ovarian granulosa cells of pigs     

Xiaolong Yuan  Xiaofeng Zhou  Xiwu Qiao  Qi Wu  Zhixiang Yao  Yao Jiang  Hao Zhang  Zhe Zhang  Xilong Wang  Jiaqi Li 《Reproduction in domestic animals》2021,56(1):74-82

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Influence of soil phosphorus status,texture, pH and metal content on the efficacy of amendments to pig slurry in reducing phosphorus losses     

《Soil Use and Management》2018,34(1):1-8

Cost‐effective strategies for using chemically amended organic fertilizers need to be developed to minimize nutrient losses in surface and groundwater. Coupling specific soil physical and chemical characteristics with amendment type could increase their effectiveness. This study investigated how water‐extractable phosphorus (P) was affected by chemical amendments added to pig slurry and how this effect varied with soil properties. A 3‐month incubation study was conducted on 18 different mineral soils, stored at 10 °C and 75% humidity and treated with unamended and amended slurry which was incorporated at a rate equivalent to 19 kg total P (TP )/ha. The amendments examined were commercial‐grade liquid alum, applied at a rate of 0.88:1 [Al:TP ], and commercial‐grade liquid poly‐aluminium chloride (PAC ), applied at a rate of 0.72:1 [Al:TP ]. These amendments were previously identified by the authors as being effective in reducing incidental losses of P. The efficacy of the amendments varied with the soil test P, the degree of P saturation (DPS ) and the Mehlich aluminium, iron and calcium, but not soil texture. Chemical amendments were most effective in soils with DPS over approximately 20%. Due to their high cost, the incorporation of amendments into existing management practices can only be justified as part of a holistic management plan where soils have high DPS .  相似文献   

恩肥对平菇菌丝生长,产量及品质的影响   总被引：1，自引：0，他引：1  

蒋冬花  张萍华 《食用菌学报》1997,4(1):25-30

本文报道了恩肥的施用浓度、施用时期对平菇菌丝生长、产量和品质的影响。试验结果表明,施用恩肥可促进平菇菌丝生长和子实体发育,有利于提高产量及改善品质。用肥量为每1000ml PDA或每公斤干培养料0.2～0.3ml时,菌丝生长速度显著加快,长满袋的时间可缩短4～5d,子实体产量可提高45.7％～55.9％,蛋白质、必需氨基酸和非必需氨基酸分别增加25.8％、14.94％和11.32％。在不同施肥时期中,又以现蕾期喷施效果最佳。  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   

弓形虫P30基因及其功能   总被引：1，自引：0，他引：1  

徐大刚 《中国兽医寄生虫病》2002,(3)

弓形虫 P30基因所编码的蛋白为弓形虫主要表面抗原 SAG1 ,其约占速殖子总蛋白量的 5 %,SAG1对虫体侵入宿主细胞及其毒力具重要性 ,并有高度免疫原性和免疫保护性 ,被用于弓形虫疫苗的研制和弓形虫感染的分子诊断  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   

通过农杆菌介导法将口蹄疫结构蛋白全长基因P1导入大豆的研究     

王萍  郭永来  王罡  季静  余云舟  李昌  金宁一 《西南农业学报》2005,18(5):643-646

本研究以大豆体细胞胚为受体。用农杆菌介导法将口蹄疫病毒结构蛋白全长基因P1导入大豆基因组中．获得了抗性植株。经GUS染色、PCR及PCR-southern杂交等分子检测。证明目的基因已导入并整合到大豆基因组中。为利用大豆作为生物反应器生产口蹄疫新型口服疫苗奠定了基础。  相似文献