特征变量选择结合SVM的耕地土壤Hg含量高光谱反演   总被引：1，自引：0，他引：1  

郭云开  张思爱  王建军  章琼  谢晓峰 《测绘工程》2022,31(1):17-23

为探讨应用高光谱数据反演耕地土壤重金属汞(Hg)含量,对原始光谱进行10 nm重采样和SG平滑处理,用不同光谱变换数据与土壤重金属Hg含量进行相关性分析,采用IRIV、Random Frog和PCC提取光谱特征波段,分别建立SVM与GWO-SVM土壤Hg含量高光谱反演模型,获取Hg含量最优反演路径。研究表明,一阶微分变换光谱后土壤光谱特征更明显;上述特征提取方法在不同程度上减少光谱数据冗余,保留有效变量信息;经灰狼算法优化后支持向量机模型反演精度提高,IRIV结合GWO-SVM预测精度更高,其验证集R²为0.894,RMSE为0.082,MAE为0.016。研究成果可为类似土壤重金属含量的反演提供借鉴。  相似文献   

An improved SPH method for saturated soils and its application to investigate the mechanisms of embankment failure: Case of hydrostatic pore‐water pressure     

Ha H. Bui  Ryoichi Fukagawa 《国际地质力学数值与分析法杂志》2013,37(1):31-50

The method of smoothed particle hydrodynamics (SPH) has recently been applied to computational geomechanics and has been shown to be a powerful alternative to the standard numerical method, that is, the finite element method, for handling large deformation and post‐failure of geomaterials. However, very few studies apply the SPH method to model saturated or submerged soil problems. Our recent studies of this matter revealed that significant errors may be made if the gradient of the pore‐water pressure is handled using the standard SPH formulation. To overcome this problem and to enhance the SPH applications to computational geomechanics, this article proposes a general SPH formulation, which can be applied straightforwardly to dry and saturated soils. For simplicity, the current work assumes hydrostatic pore‐water pressure. It is shown that the proposed formulation can remove the numerical error mentioned earlier. Moreover, this formulation automatically satisfies the dynamic boundary conditions at a submerged ground surface, thereby saving computational cost. Discussions on the applications of the standard and new SPH formulations are also given through some numerical tests. Furthermore, techniques to obtain the correct SPH solution are also proposed and discussed throughout. As an application of the proposed method, the effect of the dilatancy angle on the failure mechanism of a two‐sided embankment subjected to a high groundwater table is presented and compared with that of other solutions. Finally, the proposed formulation can be considered a basic formulation for further developments of SPH for saturated soils. Copyright © 2011 John Wiley & Sons, Ltd.  相似文献   

海冰蠕变特性试验研究   总被引：2，自引：0，他引：2  

李志军  隋吉学 《冰川冻土》1990,12(3):243-249

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Complete synthetic seismograms for high-frequency multimodeSH-waves     

N. Florsch  D. Fäh  P. Suhadolc  G. F. Panza 《Pure and Applied Geophysics》1991,136(4):529-560

We present an efficient scheme to compute high-frequency seismograms (up to 10 Hz) forSH-waves in a horizontally stratified medium with the mode summation method. The formalism which permits the computation of eigenvalues, eigenfunctions and related integral quantities is discussed in detail. Anelasticity is included in the model by using the variational method. Phase velocity, group velocity, energy integral and attenuation spectra of a structure enable the computation of complete strong motion seismograms, which are the basic tool for the interpretation of near-source broad-band data.Different examples computed for continental structures are discussed, where one example is the comparison between the observed transversal displacement recorded at station IVC for the November 4, Brawley 1976 earthquake and synthetic signals. In the case of a magnitudeM _L =5.7 earthquake in the Friuli seismic area we apply the mode summation method to infer from waveform modeling of all three components of motion of observed data some characteristics of the source.On leave from Institute of Geophysics, ETH, Zürich, Switzerland.  相似文献   

黄土丘陵干旱区地下水资源遥感调查研究   总被引：4，自引：0，他引：4  

杨自安  刘碧虹  邹林  张普斌  张建国 《矿产与地质》2005,19(2):214-218,213

以宁夏固原县东部的黄土丘陵干旱地区为研究区，利用ETM的热红外波段进行地下水资源遥感调查，识别对地下水资源和水环境有重要影响的地形地貌、岩性构造、土壤植被、水系特征等综合自然体的遥感特征，分析研究地表水与地下水联系的环境条件，提取遥感找水信息异常，圈定找水靶区，为探水井设计及施工提供重要依据，取得了良好的应用效果。  相似文献   

西昆仑麻扎-黑恰达坂多金属矿化带的发现及地质意义   总被引：1，自引：0，他引：1       下载免费PDF全文

李博秦姚建新  王峰罗乾周  计文化尹宗义蔺新望  张清胜孔文年刘曦鹏  张俊良陈高潮 《地质论评》2007,53(4):571-576,I0006

西昆仑以其强烈的构造变形、频繁的岩浆活动、漫长的地质演化历史及特殊的大地构造环境而具有得天独厚的成矿地质条件。然而由于恶劣的自然地理条件所限,该区地质矿产工作程度一直较低。2002～2003年度,作者在野外调查过程中,在麻扎东陆续发现了三处五个以铜为主的多金属矿（化）体。它们与康西瓦—苏巴什构造带在空间、时间和成因上有着密切的依存关系,构成黑恰达坂多金属矿化带。虽然带内矿体品位较低,但规模巨大,具有较好的成矿地质条件和明显的化探异常显示,找矿前景良好。  相似文献   

剪切带倾角尺度律与局部化启动跳跃稳定研究   总被引：9，自引：5，他引：9  

王学滨  潘一山 《岩土力学》2002,23(4):446-449

研究了剪切带倾角是如何依赖于岩样高度以及剪切带的不稳定性。建立了准脆性材料试件剪切带倾角尺度效应模型,得到了剪切带倾角尺度效应的解析解,且与实验结果比较相符。研究结果表明:剪切带倾角随着试件高度的增加而增加,但其增加幅逐渐减缓,最终趋于稳定值。笔者还对剪应变局部化启动、跳跃和稳定进行了理论分析,解释了实验所观测到的剪切带跳跃现象和砂岩岩样应变局部化较煤样滞后的原因。剪应变局部化是否发生跳跃,关键取决于全程应力-应变曲线软化段是否存在拐点。对于没有拐点的情形,宏观剪切带图案不跳跃。局部化是导致准脆性材料试件剪切带倾角尺度效应的原因。  相似文献   

9403强热带风暴致洪暴雨Tbb特征分析   总被引：2，自引：1，他引：2  

杨金锡  冯志娴 《气象科学》1996,16(4):378-382

本文利用１经纬度间隔Ｔｂｂ资料分析１９９４年６月９－１０日皖、赣致洪暴雨过程的成因。结果指出，登陆北上的９４０３强热带低压同西风带降水系统相互作用造成了这场大暴雨过程。南北低值系统的叠置使降水系统结构发生变化，在两云系统接合处产生强对流云团，导致降雨量陡增。分析还表明这场致洪暴雨的发生与下面三个因素有关；１．南、北两云系统都有相当尺度和强度；２．南来云团来自ＩＴＣＺ和西南地区云系的水源补充；３．不  相似文献   

The　MT　inversion　for　conductivity　anisotropy　and　EDA　precursor，stress　field　and　deformationbandintheEarthsdeepcrust     

林长佑  杨长福  武玉霞  陈军营 《地震学报(英文版)》1996,(3)

ＴｈｅＭＴｉｎｖｅｒｓｉｏｎｆｏｒｃｏｎｄｕｃｔｉｖｉｔｙａｎｉｓｏｔｒｏｐｙａｎｄＥＤＡｐｒｅｃｕｒｓｏｒ，ｓｔｒｅｓｆｉｅｌｄａｎｄｄｅｆｏｒ┐ｍａｔｉｏｎｂａｎｄｉｎｔｈｅＥａｒｔｈｓｄｅｅｐｃｒｕｓｔＣＨＡＮＧ－ＹＯＵＬＩＮ（林长佑），Ｃ...  相似文献   

Broad-Band Modelling of Regional Seismograms: the Basin and Range Crustal Structure     

Xi J. Song  Donald V. Helmberger  L. Zhao 《Geophysical Journal International》1996,125(1):15-29

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