计算机工程与应用 ›› 2010, Vol. 46 ›› Issue (20): 234-236.DOI: 10.3778/j.issn.1002-8331.2010.20.064

• 工程与应用 • 上一篇    下一篇

普通Kriging方法建立宏观地层的验证与评价

张 芳,王军辉   

  1. 北京市勘察设计研究院有限公司 院士大师工作室,北京 100038
  • 收稿日期:2008-11-20 修回日期:2009-03-12 出版日期:2010-07-11 发布日期:2010-07-11
  • 通讯作者: 张 芳

Variograms model analysis of Kriging in digital stratum

ZHANG Fang,WANG Jun-hui   

  1. BGI Engineering Consultants LTD,Beijing 100038,China
  • Received:2008-11-20 Revised:2009-03-12 Online:2010-07-11 Published:2010-07-11
  • Contact: ZHANG Fang

摘要: 空间插值方法对空间变异性和空间相关性的反映程度及其准确性与精度直接影响到三维地质模型的真实性。普通Kriging方法应用于数字地层中,其变异函数模型和参数选择对结果影响很大,利用最值、方差、相关系数、平均误差以及误差分布统计为主要比较指标,采用交叉验证方法结合误差分析,对球状模型、指数模型、线性模型进行比较研究,初步得出线性有块金模型优于其他变异函数模型的结论,对数字地层的工程应用及其真实性评价有一定指导意义。

关键词: 数字地层, Kriging插值, 变异函数, 变异函数模型

Abstract: Spatial interpolation methods reflect the accuracy and precision of spatial variability and relationships that influence the validity of 3D geological model.The variogram model and parameters have greater influence to ordinary Kriging.By using cross-validation and error analysis,the performance of Kriging used in digital stratum is described by a set of parameters such as extreme value,variance,correlation coefficient,average error and error distribution.The differences of spherical model,exponential model and linear model are studied.The results show that the blocked index model is the best.

Key words: digital stratum, Kriging interpolation, variogram, variogram model

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