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Sensitivity Analysis of Wave-equation Tomography: A Multi-scale Approach

机译:波动方程层析成像的灵敏度分析:一种多尺度方法

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Earthquakes, viewed as passive sources, or controlled sources, like explosions, excite seismic body waves in the earth. One detects these waves at seismic stations distributed over the earth’s surface. Wave-equation tomography is derived from cross correlating, at each station, data simulated in a reference model with the observed data, for a (large) set of seismic events. The times corresponding with the maxima of these cross correlations replace the notion of residual travel times used as data in traditional tomography. Using first-order perturbation, we develop an analysis of the mapping from a wavespeed contrast (between the “true” and reference models) to these maxima. We develop a construction using curvelets, while establishing a connection with the geodesic X-ray transform. We then introduce the adjoint mapping, which defines the imaging of wavespeed variations from “finite-frequency travel time” residuals. The key underlying component is the construction of the Fréchet derivative of the solution to the seismic Cauchy initial value problem in wavespeed models of limited smoothness. The construction developed in this paper essentially clarifies how a wavespeed model is probed by the method of wave-equation tomography.
机译:地震被视为被动源,而受控源(例如爆炸)则激发地球上的地震体波。一个人在分布于地球表面的地震台上检测到这些波。波动方程层析成像法是通过将每个(大型)地震事件在每个站的参考模型中模拟的数据与观察到的数据进行互相关而得出的。与这些互相关的最大值相对应的时间替换了传统层析成像中用作数据的剩余行程时间的概念。使用一阶扰动,我们对从波速对比度(“真实”模型和参考模型之间)到这些最大值的映射进行了分析。我们使用Curvelet开发结构,同时建立与测地线X射线变换的连接。然后,我们引入伴随映射,该映射定义了“有限频率传播时间”残差对波速变化的成像。关键的潜在组成部分是构造有限光滑度的波速模型中地震柯西初始值问题的解的Fréchet导数。本文开发的构造从本质上阐明了如何通过波方程层析成像方法探测波速模型。

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