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《Science of Surveying and Mapping》 2011-03
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Application of indicator Kriging methods in spatial distribution characteristics of Complex Karst area

LIANG Shuang-hua①②③,WANG Yun-jia①③,ZHOU Yue-jin①②③(①School of Environment and Spatial Informatics,Chinese University of Mining and Technology,Jiangsu Xuzhou 221116,China;②School of Information and Electronic Engineering,Xuzhou Institute of Architectural Technology,Jiangsu Xuzhou 221116,China;③Jiangsu Key Laboratory of Resources and Environmental Information Engineering,Jiangsu Xuzhou 221008,China)  
Plenty of outliers objectively exist in sampling of Complex Karst Strata,which are handled by ordinary Kriging with drawbacks hard to overcome.In this paper,indicator Kriging theory was described.It used the indicator variogram as a main tool to analyze the structural characteristics of the spatial distribution of the Xuzhou Karst Strata,and the results indicated that the distribution of the ground elevation in this area exists clear anisotropy;by applying the indicator Kriging,the paper constructed a spatial structural model;by comparing with ordinary Kriging by cross validation,it was showed that the estimated variance of the indicator Kriging was more minor and proved that the method could precisely describe the spatial distribution characteristics.
【Fund】: 国家自然科学基金项目(50774080);; 国家环保公益性行业科研专项(200809128);; 基于GIS校园地下管网系统的设计与实现(JYA310-17)
【CateGory Index】: P642.25
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