Inversion method
A method of estimating electromagnetic parameters of a geological structure, comprising: providing controlled source electromagnetic, CSEM, data of the structure, calculating a numerical model representing electromagnetic parameters of the structure and generating simulated CSEM data, discretising the numerical model based on prior knowledge of the structure, defining a functional for minimising the distance between said simulated CSEM data and said CSEM data, wherein the functional comprises a regularisation term which depends on prior knowledge of said structure.
1. A method of identifying presence of hydrocarbons in a geological structure, comprising the steps of:
performing a survey to collect controlled source electromagnetic (CSEM) data of the geological structure;
calculating a numerical model of the geological structure;
spatially discretising the numerical model based on prior knowledge of stratigraphic horizons of the geological structure, by dividing the model into regular intervals horizontally and by dividing a vertical interval between each stratigraphic horizon into a pre-determined number of sub-layers;
defining a first spatial direction in the tangential plane of said structure and a second spatial direction perpendicular to the tangential plane of said structure, wherein the first and second spatial directions are chosen according to said step of discretising the numerical model;
defining a functional for determining the distance between simulated CSEM data and the collected CSEM data,
wherein the functional comprises terms correlating neighbouring geological locations in dependence on the spatially discretised model so that a high correlation is assigned to neighbouring locations in the first spatial direction and a low correlation is assigned to neighbouring locations in the second spatial direction;
using an iterative procedure to determine electromagnetic parameters of the geological structure that minimize said functional; and
using the determined electromagnetic parameters to identify presence of hydrocarbons in the geological structure.
2. The method of claim 1 , wherein said prior knowledge comprises seismic survey data.
3. The method of claim 1 , wherein the electromagnetic parameters are the conductivity of the geological structure at a plurality of locations of the structure.
4. The method of claim 1 , wherein the method is performed by a computer device comprising:
a receiver for receiving controlled source electromagnetic, CSEM, data of a geological structure; and
a processor arranged to carry out the method.