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Creating realistic models based on combined forward modeling and tomographic inversion of seismic profiling data

机译:基于组合的正演建模和地震剖面数据的层析反演创建现实模型

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摘要

Amplitudes and shapes of seismic patterns derived from tomographic images often are strongly biased with respect to real structures in the earth. In particular, tomography usually provides continuous velocity distributions, whereas major velocity changes in the earth often occur on first-order interfaces. We propose an approach that constructs a realistic structure of the earth that combines forward modeling and tomographic inversion (FM&TI). Using available a priori information, we first construct a synthetic model with realistic patterns. Then we compute synthetic times and invert them using the same tomographic code and the same parameters as in the case of observed data processing. We compare the reconstruction result with the tomographicimage of observed data inversion. If a discrepancy is observed, we correct the synthetic model and repeat the FM&TI process. After several trials, we obtain similar results of synthetic and observed data inversion. In this case, the derived synthetic model adequately represents the real structure of the earth. In a working scheme of this approach, we three authors used two different synthetic models with a realistic setup. One of us created models, but the other two performed the reconstruction with no knowledge of the models. We discovered that the synthetic models derived by FM&TI were closer to the true model than the tomographic inversion result. Our reconstruction results from modeling marine data acquired in the Musicians Seamount Province in the Pacific Ocean indicate the capacity and limitations of FM&TI.
机译:从层析图像得出的地震图的幅度和形状通常相对于地球上的真实结构有很大的偏差。特别地,层析成像通常提供连续的速度分布,而地球上的主要速度变化通常发生在一阶界面上。我们提出了一种构建地球现实结构的方法,该方法结合了正向建模和层析成像反演(FM&TI)。使用可用的先验信息,我们首先构建具有现实模式的综合模型。然后,我们计算合成时间,并使用与观察数据处理相同的层析成像代码和相同参数对它们进行求逆。我们将重建结果与观测数据反演的断层图像进行比较。如果发现差异,我们将校正综合模型并重复FM&TI过程。经过几次试验,我们获得了综合的和观测到的数据反演的相似结果。在这种情况下,导出的合成模型足以代表地球的真实结构。在这种方法的工作方案中,我们三位作者使用了具有实际设置的两个不同的合成模型。我们中的一个创建了模型,但是其他两个在不了解模型的情况下执行了重建。我们发现,由FM&TI导出的综合模型比层析成像反演结果更接近真实模型。我们通过对太平洋音乐家海山省采集的海洋数据进行建模而获得的重建结果表明了FM&TI的能力和局限性。

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