Yg. Li et Dw. Oldenburg, INVERSION OF 3-D DC RESISTIVITY DATA USING AN APPROXIMATE INVERSE MAPPING, Geophysical journal international, 116(3), 1994, pp. 527-537
We present an iterative algorithm for inverting 3-D pole-pole DC resis
tivity data. The algorithm utilizes an AIM (approximate inverse mappin
g) formalism and iterative inversions are carried out by performing up
dates in both model space (AIM-MS) and data space (AIM-DS) by using an
approximate inverse mapping with-an exact forward mapping. In the app
roximate inverse mapping, the potential anomaly is expressed as a dept
h integral of the logarithmic conductivity perturbation convolved hori
zontally with a known kernel. Fourier transforming the data equation d
ecouples wavenumber components and the Fourier transform of the conduc
tivity anomaly is recovered by performing 1-D linear inversions at eac
h wavenumber. Inverse Fourier transforming the 1-D inversion results p
roduces the sought conductivity. The AIM methodology avoids the genera
tion and inversion of a full 3-D sensitivity matrix and is consequentl
y fast and efficient. Only one forward modelling is performed at each
iteration. The algorithm is tested with synthetic data and a field dat
a set from an epithermal region.