单回线岩石-石油-弹性建模与反演:以挪威海勘探区描述为例

J. Siupik, A. Murineddu, C. Leone, E.K.S. Austrheim
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引用次数: 0

摘要

描述了一种单回路岩石-石油弹性地震表征工作流程。该方法的基础是确定性和随机岩石物理建模。联合求解岩相和弹性性质克服了传统地震反演工作流程的局限性,即难以建立精确的三维先验模型。在岩石-石油弹性AVA反演中,低频模型没有明确定义,而是使用压实趋势以数据驱动的方式推导出缺失的低频。该工作流程还扩展到岩石物理性质的估计,再次通过岩石模型的随机扰动来推断,并在给定测量的地震属性的情况下最大化岩石物理输出的后验概率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Single Loop Litho-Petro-Elastic Modelling and Inversion: An Example of Prospect Characterization in the Norwegian Sea
Summary A single-loop litho-petro-elastic seismic characterization workflow is described. The foundation of the approach lies on deterministic and stochastic rock physics modelling. Solving jointly for lithofacies and elastic properties overcomes the traditional limitation of conventional seismic inversion workflows, represented by the difficulty of building accurate 3D prior models. With the litho-petro-elastic AVA inversion, the low-frequency model is not explicitly defined, but compaction trends are used instead to derive the missing low frequencies in a data-driven fashion. The workflow also extends to the estimation of petrophysical properties, once again inferred by stochastic perturbation of the rock model and maximization of the a posteriori probability of the petrophysical outputs given the measured seismic attributes.
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