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《Progress in Geophysics》 2014-05
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Geostatistics inversion——from two-point to multiple-point

YANG Pei-jie;GeoScience Research Institute of Shengli Oilfield,SINOPEC;Postdoctoral Workstation of Shengli Oilfield,SINOPEC;  
Combining the advantage of stochastic modeling and seismic inversion,geostatistics inversion can acquire high resolution inversion results.Geostatistics inversion provides a quantitative way to integrate the high vertical resolution of well logs with the dense aerial coverage of post-stack threedimensional seismic data.Therefore,it can potentially infer vertical variations of resolution similar to that of well logs,and at worst of vertical resolution equal to that of the seismic data at locations distant from wells. Traditional geostatistics attempts to quantify geologic information in the form of twopoint spatial correlations.However,two-point statistics cannot capture complex curvilinear structures in geology. The emerging alternative to these traditional techniques is the use of multiple-point geostatistics(MPG).The basic idea behind MPG is to go beyond the two-point,variogram-based modeling and to model the reservoir using multiple-point relations.Based on the formulation of the inverse problem as an inference problem,this article introduces the theoretical basis for traditional geostatistics inversion,describes the basic concepts and several algorithms of the developing MPG.Finally,a novel MPG inversion method and its application effect are introduced.
【Fund】: 国家科技重大专项“渤海湾盆地精细勘探关键技术”(2011ZX05006);; 中石化胜利油田分公司课题“储层高分辨率反演新技术研究与应用”(YKW1106)联合资助
【CateGory Index】: P628.2
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