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Abstract

Gradient-based 3D inversion of controlled-source electromagnetic (CSEM) data requires the gradient to a data-misfit functional to be computed within the volume where we seek to find a resistivity model that explains the observed data. Since 3D inversion typically requires more than 100 iterations in order to converge to a good model, fast modelling is important to make 3D inversion a feasible tool in advanced interpretation of CSEM data. We have previously presented a fast finite-difference time-domain (FDTD) modeling code which reduces the computational time of a typical modelling scenario by a factor of 40. In this presentation we show how we use this FDTD modeling to efficiently compute the misfit gradient. A benefit of this approach is that the gradient can be computed for several frequencies in one forward modelling thus saving valuable computational resources when inverting data from a large number of receivers. We present results showing that the gradients obtained are well-behaved. We also present results from inversion of synthetic data based on these gradient calculations showing that, for this specific example, a good result was obtained for the inverted resistivity model after relatively few iterations.

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/content/papers/10.3997/2214-4609.20147963
2008-06-09
2020-09-25
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http://instance.metastore.ingenta.com/content/papers/10.3997/2214-4609.20147963
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