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91.
92.
由于支持向量机属于黑箱模型,因此在进行模型学习时无法直接对特征进行选择,而决策树模型在递归创建的过程中自身具有一定的特征选择能力。针对岩性分类问题,本文将决策树和支持向量机结合,通过决策树的建立,在考虑特征重要性的前提下,利用树节点的高度对特征进行提取,并将具有更高分类能力的特征送入支持向量机进行岩性分类。结果表明:通过决策树的特征提取,减少了支持向量机模型的输入特征,从而有效控制了模型的复杂度,使得模型更加稳定并具有更高的分类精度,测试集精度能够提升10%以上。 相似文献
93.
Study of zooplankton ecology in Zhejiang coastal upwelling system-Zooplankton biomass and abundance of major groups 总被引:1,自引:0,他引:1
He Dehu Yang Guanming Fang Shaojin Shen Weilin Liu Hongbin Gao Aigen Huang Shuxin 《海洋学报(英文版)》1988,7(4):607-620
The studied area is a shallow water area that belongs to the East China Sea continent shelf. The distribution of zooplankton biomass is higher inshore than offshore. The maximum abundance is in the inshore edge of the centre of upwelling, which is the superposed area of the salinity front and temperature front, due to the fact that the mixture of three different waters has brought about a concentration of nutrients. The herbivorous Euphausia, Copepoda and Tunicata are the major groups of the abundant area. Tunicata possess the possibility to compete against other kinds of herbivorous zooplankton. This means that there is negative correlation between the distribution of Tunicata and that of Copepoda and Euphausia. The positions of maximum areas of zooplankton biomass, phytoplankton individual and the concentration of phosphates and chlorophyll-a overlap one another. In the centre of upwelling, zooplankton can not adapt itself to the environment of lower temperature and less oxygen even with rich nutrient 相似文献
94.
贵州三都早奥陶世同高组下燕高页岩段的生物标志化合物 总被引:8,自引:1,他引:8
本文着重报道了贵州三都早奥陶世同高组下燕高页岩段生物标志化合物特征,首次在采自该层位的样品中检出丰富的正烷烃、链状类异戊二烯烷烃、萜类化合物及甾类化合物。测试结果显示:正烷烃图谱呈双驼峰形,碳数分布为nC15~nC35,以nC18为主峰碳,nC29为次主峰碳,C-21/C+22为0.77~1.02,OEP为0.94~1.04;植烷占优势,Pr/Ph为0.40~0.46;藿烷碳数为C27~C35,以C30占优势,C27+C29<C+31;仅见碳数分布为C20~C29的长链三环二萜烷,以C28为主峰碳;甾烷丰度顺序为C29甾烷>C27甾烷>C28甾烷,同时检出了孕甾烷和4-甲基甾烷。生物标志化合物显示出还原环境特点,且可能主要来自藻类。 相似文献
95.
古红河沉积物稀土元素特征及其物源指示意义 总被引:1,自引:0,他引:1
莺歌海盆地内的大量沉积物是验证与青藏高原隆升有关的河流流域变化争论的理想材料.因此,对南海西北部莺歌海盆地6口井沉积物样品进行了稀土元素分析,结果发现,位于盆地中央轴部位的N4、N5及N6井沉积物自晚渐新世到更新世具Eu元素正异常的特征,显示其母岩应为红河流域内大量基性-超基性变质岩和火山岩;位于盆地东侧斜坡带的N1和N2井沉积物则受控于以Eu元素负异常为标志的海南岛;位于盆地东南侧的N3井沉积物晚渐新世明显受到基性物源的影响,使Eu元素呈现正异常的特征,到上新世该井沉积物主要受控于海南岛物源.越南中北部马江断裂带中古生界变质岩区以及红河流域的变质岩区为该地区提供了大量基性沉积物,造成该地区沉积物具Eu元素正异常的特征.可以认为,红河源区从晚渐新世一直到更新世时期流域内母岩类型基本保持稳定,没有大的流域母岩类型突变事件发生.因此,如果红河在其演化历史上发生过流域面积袭夺事件,其时间也只能在晚渐新世之前或更新世之后. 相似文献
96.
张强地区位于中朝地台北缘的吉黑地槽区,其基底岩系和构造特征与中朝地台的基底和构造特征有明显的差别,通过200km的折射波法探测,得出如下结论:(1)本区基底构造线方向呈现近SN或NNW向,二条此方向的断层划分出三个构造单元。(2)该区内中生代前基底分为两套地层,其岩性、断层特征和基底埋深均有差别。 相似文献
97.
新一代天气雷达是一个组成结构复杂的探测平台,各个组合之间比较分散。由于机械运转的持续性,且对运行环境要求严格,所以雷达系统易发故障。对不同类型的雷达故障进行归纳和简析,并进行归类,按照雷达故障产生的原因分类为:雷达部件故障、软件故障、灾害引起的雷达故障、虚假报警、雷达产品图像错误。天气雷达故障处理和故障标准化平台的开发将相应的成果应用于日常的气象探测设备的监控业务中,并集成到综合气象观测系统运行监控平台,以实现天气雷达故障的快速响应和维修。对2007年6月至2010年5月新一代天气雷达的运行能力进行了计算,并抽样其中2种型号的天气雷达,对故障案例进行分析研究,给出了故障的分系统分布情况。 相似文献
98.
In order to maintain the thermal stability of very wide highway embankments in permafrost regions, the thermal isolation
material EPS is often utilized. To examine the effects of this insulation on the China National Highway (G214),
two-dimensional finite element analysis of temperature fields was conducted for varying widths of highway embankments
with and without EPS insulation. The numerical results show that in permafrost regions the effect of thermal aggregation on
asphalt pavement is more obvious when highway embankments are wider, and, specifically for the G214 highway, the insulation
should be more than 25 cm thick for 24-m-wide embankments. However, considering other factors such as the structural
rationality of the embankments and high engineering costs, it might not be feasible to install EPS insulation in
24-m-wide embankments of the G214 highway when the height of the embankments is less than 3.65 m. 相似文献
99.
D. maculates is a kind of specialized Schizothoracinae fish has been locally listed as a protected animal in Xinjiang Province,China. Ili River located in north of Tianshan Mountain and Tarim River located in north of Qinghai-Tibetan Plateau were two main distribution areas of this fish. To investigate the genetic diversity and genetic structure of D. maculates,four populations from Tarim River system and two populations from Ili River system were collected in this study. A 570-bp sequence of the control region was obtained for 105 specimens. Twenty-four haplotypes were detected from six populations,only Kunes River population and Kashi River population shared haplotypes with each other. For all the populations examined,the haplotype diversity(h) was 0.904 8±0.012 6,nucleotide diversity(π) was 0.027 9±0.013 9,and the average number of pairwise nucleotide differences(k) was 15.878 3±7.139 1. The analysis of molecular variance(AMOVA) showed that 86.31% of the total genetic variation was apportioned among populations,and the variation within sampled populations was 13.69%. Genetic differences among sampled populations were highly significant. F st statistical test indicated that all populations were significantly divergent from each other(P 0.01). The largest F st value was between Yurungkash River population and Muzat River population,while the smallest F st value was between Kunes River population and Kashi River population. NJ phylogenetic tree of D-loop haplotypes revealed two main clades. The neutrality test and mismatch distribution analysis suggested that the fish had went through a recent population expansion. The uplift of Tianshan Mountain and movement of Qinghai-Tibetan Plateau might contribute to the wide genetic divergence of D. maculates in northwest China. 相似文献
100.
Spatiotemporal filtering of regional GNSS network’s position time series with missing data using principle component analysis 总被引:5,自引:0,他引:5
The existing spatiotemporal analysis methods suppose that the involved time series are complete and have the same data interval. However missing data inevitably occur in the position time series of Global Navigation Satellite Systems networks for many reasons. In this paper, we develop a modified principal component analysis to extract the Common Mode Error (CME) from the incomplete position time series. The principle of the proposed method is that a time series can be reproduced from its principle components. The method is equivalent to the method of Dong et al. (J Geophys Res 111:3405–3421, 2006) in case of no missing data in the time series and to the extended ‘stacking’ approach under the assumption of a uniformly spatial response. The new method is first applied to extract the CME from the position time series of the Crustal Movement Observation Network of China (CMONOC) over the period of 1999–2009 where the missing data occur in all stations with the different gaps. The results show that the CMEs are significant in CMONOC. The size of the first principle components for the North, East and Up coordinates are as large as 40, 41 and 37 % of total principle components and their spatial responses are not uniform. The minimum amplitudes of the first eigenvectors are only 41, 15 and 29 % for the North, East and Up coordinate components, respectively. The extracted CMEs of our method are close to the data filling method, and the Root Mean Squared error (RMS) values computed from the differences of maximum CMEs between two methods are only 0.31, 0.52 and 1.55 mm for North, East and Up coordinates, respectively. The RMS of the position time series is greatly reduced after filtering out the CMEs. The accuracies of the reconstructed missing data using the two methods are also comparable. To further comprehensively test the efficiency of our method, the repeated experiments are then carried out by randomly deleting different percentages of data at some stations. The results show that the CMEs can be extracted with high accuracy at the non missing-data epochs. And at the missing-data epochs, the accuracy of extracted CMEs has a strong dependence on the number of stations with missing data. 相似文献