[1] 陈更新,赵凡,王建功,郑红军,严耀祖,王爱萍,李积永,胡云鹏. 2015. 分区域多点统计随机地质建模方法: 以柴达木盆地辫状河三角洲沉积储集层为例. 石油勘探与开发,42(5): 638-645. [Chen G X,Zhao F,Wang J G,Zheng H J,Yan Y Z,Wang A P,Li J Y,Hu Y P. 2015. Regionalized multiple-point stochastic geological modeling: A case from braided delta sedimentary reservoirs in Qaidam Basin,NW China. Petroleum Exploration and Development,42(5): 638-645] [2] 陈培元,杨辉廷,刘学利,钟学彬,杨新涛. 2014. 塔河油田6~7区孔洞型碳酸盐岩储集层建模. 地质论评,60(4): 884-892. [Chen P Y,Yang H T,Liu X L,Zhong X B,Yang X T. 2014. 3D Modeling of vug carbonate reservoir in the sixth-seventh blocks of Tahe Oilfield,Tarim Basin. Geological Review,60(4): 884-892] [3] 冯国庆,陈浩,张烈辉,李允. 2005. 利用多点地质统计学方法模拟岩相分布. 西安石油大学学报(自然科学版),20(5): 9-11. [Feng G Q,Chen H,Zhang L H,Li Y. 2005. Stochastic simulation of lithofacies distribution using multi-point geostatistics. Journal of Xi'an Shiyou University(Natural Science Edition),20(5): 9-11] [4] 冯文杰,吴胜和,印森林,石书缘,刘俊玲. 2014. 基于矢量信息的多点地质统计学算法. 中南大学学报(自然科学版),45(4): 1261-1268. [Feng W J,Wu S H,Yin S L,Shi S Y,Liu J L. 2014. A vector information based multiple-point geostatistic method. Journal of Central South University(Science and Technology),45(4): 1261-1268] [5] 付斌,石林辉,江磊,杜鹏,陈帅,白自龙. 2014. 多点地质统计学在致密砂岩气藏储集层建模中的应用:以s48-17-64区块为例. 断块油气田,21(6): 726-729. [Fu B,Shi L H,Jiang L,Du P,Chen S,Bai Z L. 2014. Application of multiple-point geostatistics method in reservoir modeling of tight sandstone gas reservoir: Taking Block S48-17-64 as an example. Fault-Block Oil & Gas Field,21(6): 726-729] [6] 李康,李少华,王浩宇,王勇标,李君,易雪斐. 2014. 多点地质统计学在三角洲相储集层建模中的应用. 重庆科技学院学报(自然科学版),16(5): 53-55,63. [Li K,Li S H,Wang H Y,Wang Y B,Li J,Yi X F. 2014. Application of multiple point geostatistics in delta reservoir stochastic modeling. Journal of Chongqing University of Science and Technology(Natural Sciences Edition),16(5): 53-55,63] [7] 李少华,张昌民,何幼斌,刘学峰. 2009. 河道砂体内部物性分布趋势的模拟. 石油天然气学报, 31(1):23-25. [Li S H, Zhang C M, He Y B, Liu X F. 2009. Simulation on petrophysical property trends within channel sandbodies. Journal of Oil and Gas Technology, 31(1): 23-25] [8] 刘学利,汪彦. 2012. 塔河缝洞型油藏溶洞相多点统计学建模方法. 西南石油大学学报(自然科学版),34(6): 53-58. [Liu X L,Wang Y. 2012. Multi-point geostatistical approach to model karst facies of fracture-cavity reservoir in Tahe Oilfield. Journal of Southwest Petroleum University(Science & Technology Edition),34(6): 53-58] [9] 骆杨,赵彦超. 2008. 多点地质统计学在河流相储集层建模中的应用. 地质科技情报,27(3): 68-72. [Luo Y,Zhao Y C. 2008. Application of multiple-point geostatistics in fluvial reservoir stochastic modeling. Geological Science and Technology Information,27(3): 68-72] [10] 石书缘,尹艳树,和景阳,冯文杰. 2011. 基于随机游走过程的多点地质统计学建模方法. 地质科技情报,30(5): 127-131,138. [Shi S Y,Yin Y S,He J Y,Feng W J. 2011. A random walk-based multiple-point statistics modeling methods. Geological Science and Technology Information,30(5): 127-131,138] [11] 王东辉,张占杨,李君. 2014. 多点地质统计学方法在东胜气田岩相模拟中的应用. 石油地质与工程,28(3): 27-30.[Wang D H,Zhang Z Y,Li J. 2014. Application of multi-point geostatistics method in the simulation of Dongsheng gas field. Petroleum Geology and Engineering,28(3): 27-30] [12] 吴胜和,李文克. 2005. 多点地质统计学:理论、应用与展望. 古地理学报,7(1): 137-144. [Wu S H,Li W K. 2005. Multiple-point geostatistics: Theory,application and perspective. Journal of Palaeogeography(Chinese Edition),7(1): 137-144] [13] 杨宏伟. 2010. 利用多点地质统计学方法进行垦西71断块沉积微相建模. 石油天然气学报,32(6): 224-225,235. [Yang H W. 2010. Modeling of sedimentary microfacies of the 71 fault block in the west of Gansu Province by using multi-point geostatistics method. Journal of Oil and Gas Technology,32(6): 224-225,235] [14] 尹艳树,吴胜和,翟瑞,田永强. 2008a. 利用Simpat模拟河流相储集层分布. 西南石油大学学报,30(2): 19-22. [Yin Y S,Wu S H,Zhai R,Tian Y Q. 2008a. The forecasting of fluvial facies reservoir distribution by using Simpat. Journal of Southwest Petroleum University(Science & Technology Edition),30(2): 19-22] [15] 尹艳树,吴胜和,张昌民,李少华,尹太举. 2008b. 基于储集层骨架的多点地质统计学方法. 中国科学(D辑: 地球科学),38(S2): 157-164.[Yin Y S,Wu S H,Zhang C M,Li S H,Yin T J. 2008b. Multi-point geostatistics method based on reservoir skeleton. Science China-Earth Sciences,38(S2): 157-164] [16] 尹艳树,张昌民,李少华,王军,宋道万,龚蔚青. 2014. 一种基于沉积模式的多点地质统计学建模方法. 地质论评,60(1): 216-221. [Yin Y S,Zhang C M,Li S H,Wang J,Song D W,Gong W Q. 2014. A pattern-based multiple point geostatistics method. Geological Review,60(1): 216-221] [17] 尹艳树,张昌民,李玖勇,石书缘. 2011. 多点地质统计学研究进展与展望. 古地理学报,13(2): 245-252. [Yin Y S,Zhang C M,Li J Y,Shi S Y. 2011. Progress and prospect of multiple-point geostatistics. Journal of Palaeogeography(Chinese Edition),13(2): 245-252] [18] 张伟,林承焰,董春梅. 2008. 多点地质统计学在秘鲁D油田地质建模中的应用. 中国石油大学学报(自然科学版),32(4): 24-28. [Zhang W,Lin C Y,Dong C M. 2008. Application of multiple-point geostatistics in geological modeling of D Oilfield in Peru. Journal of China University of Petroleum(Edition of Natural Sciences),32(4): 24-28] [19] 张文彪,段太忠,郑磊,刘志强,许华明,赵磊. 2015. 基于浅层地震的三维训练图像获取及应用. 石油与天然气地质,36(6): 1030-1037. [Zhang W B,Duan T Z,Zheng L,Liu Z Q,Xu H M,Zhao L. 2015. Genereation and application of three-dimensional MPS training images based on shallow seismic data. Oil & Gas Geology,36(6): 1030-1037] [20] 周金应,桂碧雯,林闻. 2010. 多点地质统计学在滨海相储集层建模中的应用. 西南石油大学学报(自然科学版),32(6): 70-74. [Zhou J Y,Gui B W,Lin W. 2010. Application of multiple-point geostatistics in offshore reservoir modeling. Journal of Southwest Petroleum University(Science & Technology Edition),32(6): 70-74] [21] Abdollahifard M J,Faez K. 2013. Stochastic simulation of patterns using Bayesian pattern modeling. Computational Geosciences,17(1): 99-116. [22] Abdollahifard M J,Faez K. 2014. Fast direct sampling for multiple-point stochastic simulation. Arabian Journal of Geosciences,7(5): 1927-1939. [23] Arpat G B. 2005. Sequential Simulation with Patterns. Doctoral Dissertation of Stanford University. [24] Apart G B,Caers J. 2004. A multiple-scale,pattern-based approach to sequential simulation. In: Leuangthong O,Deutsch C V(eds). Geostatistics Banff 2004,255-264. [25] Arpat G B,Caers J. 2007. Conditional simulation with patterns. Mathematical Geology,39(2): 177-203. [26] Caers J,Journel A G. 1998. Stochastic reservoir simulation using neural networks trained on outcrop data. SPE Annual Technical Conference and Exhibition,New Orleans,LA,USA,SPE 49026,321-336. [27] Caers J,Zhang T. 2002. Multiple-point geostatistics: A quantitative vehicle for integrating geologic analogs into multiple reservoir models. Stanford University,Stanford Center for Reservoir Forecasting,1-24. [28] Deutsch C V. 1992. Annealing Techniques Applied to Reservoir Modeling and the Integration of Geological and Engineering(Well Test)Data. Doctoral Dissertation of Stanford University. [29] Eskandari K,Srinivasan S. 2007. Growthsim: A multiple point framework for pattern simulation. 7th International Conference & Exposition on Petroleum Geophysics. [30] Eskandari K,Srinivasan S. 2010. Reservoir modelling of complex geological systems: A multiple-point perspective. Journal of Canadian Petroleum Technology,49(8): 59-68. [31] Gardet C,Le Ravalec M,Gloaguen E. 2016. Pattern-based conditional simulation with a raster path: A few techniques to make it more efficient. Stochastic Environmental Research and Risk Assessment,1-18. [32] Guardiano F B,Srivastava R M. 1993. Multivariate geostatistics: Beyond bivariate moments. In: Soares A. Geostatistics Troia'92,Springer Netherlands,5: 133-144. [33] Honarkhah M,Caers J. 2010. Stochastic simulation of patterns using distance-based pattern modeling. Mathematical Geosciences,42(5): 487-517. [34] Honarkhah M,Caers J. 2012. Direct pattern-based simulation of non-stationary geostatistical models. Mathematical Geosciences,44(6): 651-672. [35] Hu L Y,Chugunova T. 2008. Multiple-point geostatistics for modeling subsurface heterogeneity: A comprehensive review. Water Resources Research,44(11): 2276-2283. [36] Huang T,Lu D,Li X,Wang L. 2013. GPU-based SNESIM implementation for multiple-point statistical simulation. Computers & Geosciences,54(4): 75-87. [37] Journel A G. 1993. Geostatistics: Roadblocks and challenges. In: Soares A. Geostatistics Troia'92,Springer Netherlands,5: 213-224. [38] Mariethoz G,Renard P. 2010. Reconstruction of incomplete data sets or images using direct sampling. Mathematical Geosciences,42(3): 245-268. [39] Mariethoz G,Renard P,Straubhaar J. 2010. The direct sampling method to perform multiple-point geostatistical simulations. Water Resources Research,136(1): 1-14. [40] Meerschman E,Pirot G,Mariethoz G,Straubhaar J,Van Meirvenne M,Renard P. 2013. A practical guide to performing multiple-point statistical simulations with the Direct Sampling algorithm. Computers & Geosciences,52(1): 307-324. [41] Mohammadmoradi P,Rasaei M. 2012. Modified FILTERSIM algorithm for unconditional simulation of complex spatial geological structures. Geomaterials,2(3): 49-56. [42] Ortiz J M,Deutsch C V. 2004. Indicator simulation accounting for multiple-point statistics. Mathematical Geology,36(5): 545-565. [43] Ortiz J M,Emery X. 2004. Integrating multiple-point statistics into sequential simulation algorithms. In: Leuangthong O,Deutsch C V(eds). Geostatistics Banff 2004: 969-978. [44] Pickel A,Frechette J D,Comunian A,Weissmann,G S. 2015. Building a training image with Digital Outcrop Models. Journal of Hydrology,531: 53-61. [45] Pyrcz M J,Boisvert J B,Deutsch C V. 2008. A library of training images for fluvial and deepwater reservoirs and associated code. Computers & Geosciences,34(5): 542-560. [46] Sebacher B,Stordal A S,Hanea R. 2015. Bridging multipoint statistics and truncated Gaussian fields for improved estimation of channelized reservoirs with ensemble methods. Computational Geosciences,19(2): 341-369. [47] Srivastava R M. 1992. Reservoir characterization with probability field simulation. Annual Technical Conference and Exhibition of the Society of Petroleum Engineering,Washington,DC,SPE 24753: 927-938. [48] Straubhaar J,Walgenwitz A,Renard P. 2013. Parallel multiple-point statistics algorithm based on list and tree structures. Mathematical Geosciences,45(2): 131-147. [49] Strebelle S B. 2000. Sequential Simulation Drawing Structures from Training Images. Doctoral Dissertation of Stanford University. [50] Strebelle S B,Journel A G. 2001. Reservoir modeling using multiple-point statistics. SPE Annual Technical Conference and Exhibition,New Orleans,Louisiana,SPE 71324: 1-11. [51] Wang L. 1996. Modeling complex reservoir geometries with multiple-point statistics. Mathematical Geology,28(7): 895-907. [52] Wu J,Zhang T,Journel A. 2008. Fast FILTERSIM simulation with score-based distance. Mathematical Geosciences,40(7): 773-788. [53] Xu W L. 1996. Conditional curvilinear stochastic simulation using pixel-based algorithms. Mathematical Geology,28(7): 937-949. [54] Xu W L,Journel A G. 1993. GTSIM: Gaussian truncated simulations of reservoir units in a W. Texas carbonate field. Stanford Center for Reservoir Forecasting Stanford University,SPE 27412: 1-27. [55] Zhang T,Du Y,Huang T,Yang J,Li X. 2015. Stochastic simulation of patterns using ISOMAP for dimensionality reduction of training images. Computers & Geosciences,79(C): 82-93. [56] Zhang T,Switzer P,Journel A. 2006. Filter-based classification of training image patterns for spatial simulation. Mathematical Geology,38(1): 63-80. |