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Sensitivity analysis of model parameters in geoacoustic inversion

机译:地理声反转模型参数的敏感性分析

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Sensitivity of model parameters to the cost function defined by noise coherence in a shallow water environment is discussed here. Since, in inversion schemes based on matched field processing, the values of model and field parameters are compared to arrive at the best estimate, a sensitivity study helps in model parameter selection and also ensures the quality of the inversion. Model sensitivity for the acoustic properties of sediment layer and basement is checked for a layered environment in this study. In order to investigate the sensitivity of a parameter the cost function is evaluated and plotted for all possible values of the parameter values within it's search bound. In this way, the distribution of cost function values should provide an indication of the parameter sensitivity.
机译:这里讨论了模型参数对浅水环境中噪声连贯定义的成本函数的敏感性。由于,在基于匹配现场处理的反转方案中,比较模型和场参数的值以获得最佳估计,灵敏度研究有助于模型参数选择,并且还可以确保反转的质量。在本研究中检查了沉积物层和地下室声学特性的模型敏感性。为了研究参数的灵敏度,评估成本函数并绘制其搜索绑定中的参数值的所有可能值。以这种方式,成本函数值的分布应提供参数灵敏度的指示。

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