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Seismic waveform inversion in frequency-space domain: Strategy for the optimal inversion step selection

机译:频率空间域中地震波形反转:最佳反演步骤选择的策略

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We describe the optimal choice of the temporal frequency in the sequence of frequency domain seismic waveform inversion. The formulations in the time domain and the frequency domain are mathematically equivalent; however, frequency-domain approach is superior in computational efficiency. One of the reasons of the efficiency is that the temporal frequency can be selected arbitrarily in the inversion process. If one selected highly coarse sampling, computation time would be minimized because the less number of iterative calculations are required. Nevertheless, there arises a significant question how to select the frequencies adequately for the input of the inversion processes. The insufficient number of data inputs would decrease the inversion stability and might lead to the local minimum. A method to select an optimal temporal frequency sequence is developed on the basis of the wavenumber continuity. A numerical experiment assures that the optimal set of frequency components determined by the proposed method is sufficient to image the anomalies and extract the information from the velocity models. Owing to the its high resolution results, the waveform inversion with the optimal processing procedure is applicable to the precise subsurface imaging and monitoring.
机译:我们在频域地震波形反转序列中描述了时间频率的最佳选择。时域和频域的配方在数学上等同于;然而,频域方法的计算效率优异。效率的原因之一是在反转过程中可以任意选择时间频率。如果选择了高度粗糙的采样,则计算时间最小化,因为需要较少数量的迭代计算。尽管如此,出现了如何为反演进程的输入充分选择频率的重要问题。数据输入数量不足会降低反转稳定性,并且可能导致局部最小值。选择最佳时间频率序列的方法是基于波数连续性开发的。数字实验确保了由所提出的方法确定的最佳频率分量组足以从速度模型中提取异常并从速度模型提取信息。由于其高分辨率结果,具有最佳处理程序的波形反转适用于精确的地下成像和监控。

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