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Single parameter full waveform inversion in fluid-saturated porous media

机译:流体饱和多孔介质的单参数全波形反演

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摘要

It is difficult to estimate the properties of reservoir rocks from seismograms. One way to overcome this problem is to use full waveform inversion (FWI), which is applied to image high-resolution velocities and density models. However, despite the many successful acoustic and elastic FWI applications, this technique cannot recover the fluid properties of reservoir rocks. We present poroelastic FWI in the frequency domain to reconstruct all of the poroelastic parameters that describe fluid-saturated reservoir rocks. We use a type of quasi-Newton algorithm, 1-BFGS, to implement poroelastic FWI using frequency continuation. We test our algorithm on simple synthetic models as a first step towards realistic poroelastic FWI. In this abstract we also investigate the sensitivity kernels for every parameter of poroelastic media. We analyze and compare all of the inversion results for single parameters and discuss the relationship between the inversion results and the corresponding sensitivity kernels.
机译:根据地震记录很难估计储层岩石的性质。克服这一问题的一种方法是使用全波形反演(FWI),它被应用于成像的高分辨率速度和密度模型。然而,尽管有许多成功的声学和弹性FWI应用,该技术无法恢复储层岩石的流体性质。我们在频域中提出孔隙弹性FWI,以重建描述流体饱和储层岩石的所有孔隙弹性参数。我们使用一种拟牛顿算法1-BFGS,通过频率延拓实现多孔弹性FWI。我们在简单的合成模型上测试我们的算法,作为实现真实多孔弹性FWI的第一步。在本文中,我们还研究了多孔弹性介质中每个参数的灵敏度核。我们分析和比较了单参数的所有反演结果,并讨论了反演结果与相应灵敏度核之间的关系。

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