Multiple-point geostatistics: a quantitative vehicle for integrating geologic analogs into multiple reservoir models

J Caers, T Zhang - 2004 - archives.datapages.com
Whereas outcrop models can provide important information on reservoir architecture and
heterogeneity, it is not entirely clear how such information can be used exhaustively in …

Combining knowledge from diverse sources: An alternative to traditional data independence hypotheses

AG Journel - Mathematical geology, 2002 - Springer
Consider the assessment of any unknown event A through its conditional probability P (A| B,
C) given two data events B, C of different sources. Each event could involve many locations …

Conditional simulation with patterns

GB Arpat, J Caers - Mathematical Geology, 2007 - Springer
An entirely new approach to stochastic simulation is proposed through the direct simulation
of patterns. Unlike pixel-based (single grid cells) or object-based stochastic simulation …

Reservoir modeling using multiple-point statistics

SB Strebelle, AG Journel - SPE Annual Technical Conference and …, 2001 - onepetro.org
Two approaches are traditionally used to build numerical models for facies distributions
within a reservoir. Pixel-based techniques aim at generating simulated realizations that …

Stochastic reservoir characterization using prestack seismic data

J Eidsvik, P Avseth, H Omre, T Mukerji… - …, 2004 - pubs.geoscienceworld.org
Reservoir characterization must be based on information from various sources. Well
observations, seismic reflection times, and seismic amplitude versus offset (AVO) attributes …

History matching under training-image-based geological model constraints

J Caers - SPE journal, 2003 - onepetro.org
History matching forms an integral part of the reservoir modeling workflow process. Despite
the existence of many history-matching tools, the integration of production data with seismic …

Modeling of a deepwater turbidite reservoir conditional to seismic data using principal component analysis and multiple-point geostatistics

S Strebelle, K Payrazyan, J Caers - Spe Journal, 2003 - onepetro.org
A new geostatistical approach, known as multiple-point statistics (MPS) simulation, recently
has been proposed to generate 3D depositional facies models that integrate both large …

Antarctic topographic realizations and geostatistical modeling used to map subglacial lakes

EJ MacKie, DM Schroeder, J Caers… - Journal of …, 2020 - Wiley Online Library
Antarctic subglacial lakes can play an important role in ice sheet dynamics, biology,
geology, and oceanography, but it is difficult to definitively constrain their character and …

Method for creating facies probability cubes based upon geologic interpretation

JA Thorne, ME Levy, AW Harding, D Xie - US Patent 7,079,953, 2006 - Google Patents
A method for creating a facies probability cube is disclosed. A S-grid containing facies is first
created. The grid includes layers of cells and columns of cells. Vertical facies proportion data …

用神经网络和地质统计学综合多元信息进行储层预测

李东安, 宁俊瑞, 刘振峰 - 石油与天然气地质, 2010 - ogg.pepris.com
由于实际地下地质地球物理条件的复杂性和地震等资料品质所限, 相关问题的解决较为困难.
在研究中如何将多元信息结合起来是实现这一目标的可行途径. 遵循这一思路, 在D …