基于海洋CSEM数据的二维高斯-牛顿反演

T. Guo, Zhenwei Guo, Y. Liu, Jianxin Liu
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引用次数: 0

摘要

随着方法和技术的发展和不断完善,海洋可控源电磁反演的研究越来越受到重视。如何开发一种快速实用的海洋可控源电磁反演方法是当前研究的重点和热点之一。因此,研究快速、合理、有效的二维反演方法是发展海洋可控源电磁的必要条件,具有重要的理论和实际意义。本文在自适应有限元正演模拟的基础上进行了传统的高斯-牛顿反演,并对模拟数据和Occam反演结果进行了系统的分析和比较。经典模型反演结果表明,奥卡姆反演和高斯-牛顿反演都能很好地反演异常,但反演结果各有优缺点。Occam反演均方根值低,结果平滑,收敛稳定;高斯-牛顿反演时间短,迭代次数少。这对以后的海洋可控源电磁法资料解释和应用有一定的帮助。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Two-dimensional Gauss-Newton inversion based on marine CSEM data
With development and continuous improvement of methods and technologies, more and more attention has been paid to research of marine controllable source electromagnetic inversion. How to develop a fast and practical marine controllable source electromagnetic inversion method is one of the current research focuses and hot spots. So it is necessary for the development of marine controllable source electromagnetic to study the 2D fast, reasonable and effective inversion, which has important theoretical and practical significance. In this paper, the traditional Gauss-Newton inversion is carried out on the basis of the adaptive finite element forward simulation, and the simulation data and the Occam inversion results are systematically analyzed and compared. The classical model inversion results show that both Occam inversion and Gauss-Newton inversion can invert the anomalies well and the inversion results have their own advantages and disadvantages. Occam inversion RMS is low, the result is smoother, the convergence is stable; the Gauss-Newton inversion time is short, and the number of iterations is small. This is helpful for the later marine controllable source electromagnetic method data interpretation and application.
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