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A parametric level-set approach for seismic full-waveform inversion

机译:地震全波形反演的参数水平集方法

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摘要

In seismic exploration, the delineation of large bodies with hard exterior contrasts but nearly constant interior properties is a challenge. Examples include salt diapirs, salt slabs, anhydrite or basalt layers. Salt geometries are of particular interest because they often have hydrocarbon reservoirs on their sides or underneath. This papers introduces a parametric level-set method for the reconstruction of such geometries in seismic full-waveform inversion (FWI). The level-set determines the outline of the salt geometry and evolves during the inversion in terms of its underlying parameters. For the latter, we employ Gaussian radial basis functions that can represent a large class of shapes with a small number of parameters. This keeps the dimensionality of the inverse problem small, which makes it easier to solve. First tests on a simple 2-D square box model show dramatic improvements over classic FWI.
机译:在地震勘探中,要划定具有强烈外部反差但内部特性几乎恒定的大型物体是一个挑战。例如盐撒盐,盐板,硬石膏或玄武岩层。盐的几何形状特别受关注,因为它们的侧面或下方经常有碳氢化合物储层。本文介绍了一种参数级集方法,用于在地震全波形反演(FWI)中重建这种几何形状。水平集确定盐几何形状的轮廓,并在反演过程中根据其基本参数演变。对于后者,我们采用高斯径向基函数,该函数可以用少量参数表示一大类形状。这样可以使反问题的维数较小,从而更易于解决。在简单的二维方盒模型上进行的首次测试表明,与传统的FWI相比,已有显着的改进。

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