地下开采引发地面沉陷的未确知聚类预测方法   总被引：8，自引：0，他引：8  

董陇军  李夕兵  宫凤强 《中国地质灾害与防治学报》2008,19(2):95-100

对未确知聚类预测法进行优化,并将其应用于开采地面沉陷的预测研究。采用开采地面沉陷的实测数据按最大沉陷量进行分类,利用各分类影响因素的均值表示各分类中心,并确定各影响因素的未确知测度函数。由待测对象指标的综合未确知测度与各分类指标的未确知测度间的距离来确定待预测对象所属等级,给出了预测值的计算公式。经计算验证,该方法的正确率为75％。但在实际应用中,为了保证地表建筑设施等更加安全,允许预测级高判,则正确率可达100％。针对某铁矿一观测点进行预测,并与实测数据比较,结果表明,未确知聚类预测的结果是令人满意的,为开采地面沉陷的预测提供了一种新思路。  相似文献   

基于灰色模糊聚类分析的吉林省黑土结构综合评价   总被引：1，自引：0，他引：1  

秦焱  王清  陈慧娥  范建华 《吉林大学学报(地球科学版)》2008,38(5)

通过对黑土结构指标的定量研究,确定颗粒组成、团聚性和孔隙性3个方面的9个结构指标,建立结构综合评价体系,并采用灰色模糊聚类分析法对黑土的结构进行综合评价,确定吉林黑土的结构质量及肥力状况。结果表明,肥力中-低等样品数量占总量的53%,吉林黑土总体肥力状况不容乐观。以灰色模糊聚类分析法评价土壤结构不需要建立评价的分级标准,可以根据评价对象的实际情况进行最优聚类分析,采用结构性指标对黑土肥力和退化进行评价是可行的。  相似文献   

一种基于双重距离的空间聚类方法   总被引：10，自引：1，他引：9  

李光强  邓敏  程涛  朱建军 《测绘学报》2008,37(4):0-520

传统聚类方法大都是基于空间位置或非空间属性的相似性来进行聚类,分裂了空间要素固有的二重特性,从而导致了许多实际应用中空间聚类结果难以同时满足空间位置毗邻和非空间属性相近。然而,兼顾两者特性的空间聚类方法又存在算法复杂、结果不确定以及不易扩展等问题。为此,本文通过引入直接可达和相连概念,提出了一种基于双重距离的空间聚类方法,并给出了基于双重距离空间聚类的算法,分析了算法的复杂度。通过实验进一步验证了基于双重距离空间聚类算法不仅能发现任意形状的类簇,而且具有很好的抗噪性。  相似文献   

Textural segmentation of digital rock images into bedding units using texture energy and cluster labels     

Stefan M. Luthi 《Mathematical Geology》1994,26(2):181-196

The texture of digital rock images, as recorded, for instance, with borehole imaging devices, is shown to reflect different bedding types. Textural segmentation of borehole images, therefore, subdivides the recorded sequence into bedding units. We show that a textural segmentation algorithm based on the concept of texture energy achieves good results when compared with synthetic as well as real data in which petroleum geologists have performed zonations on cores. Texture energy involves filtering of the original image with a set of texture sensitive masks. The filtering is done as a finite convolution over the size of the masks. On the resulting images the variance is computed over a relatively large sliding window, which, in its practical implementation, covers the full width of the image. The resulting nine one-dimensional curves are then clustered hierarchically into a user-determined number of image texture or lithological bedding classes. Principal component analysis previous to clustering can be used to reduce redundancy in the data. A recurring and relatively ill-defined problem in this field are macro-textures, i.e., the cyclic interbedding of two or more bedding types. We show that sliding Fourier transforms and variable mask scale can successfully address the zonation of macro-textures. In general, the method gives best results with mask sizes equivalent to 2–4 centimeters, reflecting the length scale at which the investigated geological bedding seems to have its highest variation.  相似文献   

近几十年我国极端气温变化特征分区方法探讨   总被引：7，自引：0，他引：7  

刘吉峰  李世杰  丁裕国  姚书春 《山地学报》2006,24(3):291-297

采用聚类统计检验分析和旋转主分量分析相结合确定中心站的方法,利用我国多年极端气温资料,对我国最高和最低气温年际变化型态进行区划。结果表明,这两种方法结合可以互相补充,使分区结果更具客观性。中国极端高温和极端低温年际变化分别可划为12和11个不同类型的区域,分别计算了各区域第一主成分的方差贡献率以及各区域之间的两两相关系数,检验证明分区是合理的。  相似文献   

Statistical analysis for the hydrogeological evaluation of the fracture networks in hard rocks     

J. Hofrichter  G. Winkler 《Environmental Geology》2006,49(6):821-827

The hydrogeological effectiveness of fracture sets is determined and evaluated by the fuzzy c-mean and hierarchical clustering. These cluster analyses combine the geological spatial attributes and the hydraulic relevant attributes of fractures. Based on the results of the clustering the fracture set volumes are estimated.  相似文献   

Using Spatial Statistics to Examine the Pattern of Urban Land Development in Halifax–Dartmouth     

Angela L. Cuthbert  William P. Anderson 《The Professional geographer》2002,54(4):521-532

This article examines the locational patterns of population and employment and the resultant changes in urban form in the Halifax–Dartmouth region between 1970 and 1996. The article employs the univariate and bivariate K function to measure spatial dependence or clustering within and between the classes of residential and commercial land parcels. The results of the K function estimates suggest that residential land parcels cluster together, commercial land parcels cluster together, and residential and commercial land parcels have become more clustered over time. Evidence of clustering provides insight into the changing urban form of the region and possible multinucleation.  相似文献   

水文地质分区中的模糊聚类系数法     

郑文瑞  张敬芝 《世界地质》1997,16(4):52-55

利用隶属函数构造模聚类系数，给出了一种新的分区方法。运用此方法对水文地质进行分区可大大降低了计算量，并且避免了一些主观因素，该方法的关键是确定隶属函数，可以通过计算机的模拟计算解决。  相似文献   

混合二维泊松过程的分解算法及其在提取地震丛集模式中的应用.          下载免费PDF全文

裴韬  周成虎  杨明  骆剑承  李全林 《地震学报》2004,26(1):53-61

将一定范围内的地震数据假设为背景地震和丛集地震的叠加，并同时认为背景地震和丛集地震分别满足不同参数的二维泊松过程．通过引入N阶距离概念，将叠加的二维泊松过程转化为一维的混合密度函数，在对距离阶数进行选择的基础上，最终采用遗传算法进行混合密度分解，以达到提取地震丛集模式的效果．文中将该算法应用于我国西南地区松潘及龙陵主震前丛集地震的提取，并与C值的时间扫描结合，深化了这两次大地震前地震活动图象的认识．   相似文献   

The algorithm of decomposing superim-posed 2-D Poisson processes and its applica-tion to the extracting earthquake clustering pattern     

裴韬  周成虎  杨明  骆剑承  李全林 《地震学报(英文版)》2004,17(1):54-63

IntroductionClusteringearthquakesareusuallyconsideredasomensofstrongearthquakesorasignaloftectonicmovement.Thus,theyarenotonlyoneoftheprimaryevidencestopredictearthquakesbutalsoasignificantindicatortorecognizetectonicmovement(MEI,etal,1993;EarthquakePre-dictionandPreventionDepartmentofChinaSeismologicalBureau,1998).Ongeneralconditions,webelievethatclusteringearthquakesexistrelativelytobackgroundearthquakes,howtoeffectivelyseparateonefromtheotherbecomesthekeypointofextractingtheclusteringea…  相似文献