Analysis of stochastic velocity field modeling uncertainty for variable-velocity mapping

被引:0
作者
Yue Y. [1 ]
Liu C. [1 ]
Wen X. [2 ]
Zhang X. [1 ]
机构
[1] School of Geosciences, China University of Petroleum (East China), Qingdao, 266580, Shandong
[2] Shenzhen Branch, CNOOC Ltd, Guangzhou, 510240, Guangdong
来源
Shiyou Diqiu Wuli Kantan/Oil Geophysical Prospecting | 2016年 / 51卷 / 04期
关键词
Probability field simulation; Sequential Gaussian simulation; Stochastic modeling; Uncertainty analysis; Variable-velocity mapping;
D O I
10.13810/j.cnki.issn.1000-7210.2016.04.012
中图分类号
学科分类号
摘要
Deterministic methods used in velocity modeling and variable-velocity mapping cannot be used to characterize uncertainty of depth structure maps, and the reliability of these methods cannot be directly evaluated. Therefore, a stochastic velocity modeling method based on the theory of stochastic simulation is put forward to analyze probability field simulation and sequential Gauss simulation. Statistical analysis on the uncertainty of multiple realizations obtained by stochastic simulation is carried out. Application tests show that there is no velocity difference at conditional data points in the space, and velocity at non-conditional data points is uncertain. Velocity field uncertainty obtained by sequential Gauss simulation is smaller than that obtained by probability field simulation. © 2016, Editorial Department OIL GEOPHYSICAL PROSPECTING. All right reserved.
引用
收藏
页码:714 / 720
页数:6
相关论文
共 10 条
[1]  
Thore P., Shtuka A., Lecour M., Et al., Structural uncertainties: Determination, management, and applications, Geophysics, 67, 3, pp. 840-852, (2002)
[2]  
Wu S., Yang Y., Uncertainty and scientific methodology in subsurface reservoir characterization, Journal of Earth Sciences and Environment, 34, 2, pp. 72-80, (2012)
[3]  
Samson P., Dubrule O., Euler N., Quantifying the impact of structural uncertainties on gross-rock volume estimates, European 3-D Reservoir Modelling Conference, pp. 381-392, (1996)
[4]  
Ivanova N.L., Averbukh A.G., Modeling structural mapping errors for stochastic estimation of geologic risk, 66th EAGE Conference & Exhibition, (2004)
[5]  
Bube K.P., Kane J.A., Nemeth T., Et al., The influence of stacking velocity uncertainties on structural uncertainties, SEG Technical Program Expanded Abstracts, 23, pp. 2192-2195, (2004)
[6]  
Caers J., Modeling Uncertainty in the Earth Sciences, (2011)
[7]  
Osypov K., Nichols D., Yarman C.E., Et al., Quantitative Analysis of Seismic Uncertainty, (2012)
[8]  
Srivastava R.M., Reservoir characterization with probability field simulation, SPE Annual Technical Conference and Exhibition, (1992)
[9]  
Yin X., He W., Huang X., Bayesian sequential Gaussian simulation method, Journal of China University of Petroleum, 29, 5, pp. 28-32, (2005)
[10]  
Arpat G.B., Sequential Simulation with Patterns, (2005)