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An AI approach to automated magnetic formation mapping beneath cover

24/09/2021 by Thomas Brand

An AI approach to automated magnetic formation mapping beneath cover

 

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Publication Name: Australasian Exploration Geoscience Conference 2019

Authors: David A. Pratt*, K. Blair McKenzie, Anthony S. White

Date Published: September 2019

Number of Pages: 9

Abstract:

Most regional scale magnetic maps are dominated by the magnetic characteristics of steeply dipping basement units truncated by an unconformity surface. It is easy to demonstrate that 80 to 90% of each total field magnetic anomaly is contributed by this intersecting surface. We approach this problem by mapping the boundaries between contrasting magnetic units along each line in the magnetic survey using the full precision of the line data and 3D information from the magnetic gradient tensor. Additionally, we derive the azimuth of each boundary, depth to the unconformity and magnetic properties of the anomalous units. The segments are overlain on any image such as existing geological maps, satellite imagery, gravity or magnetic imagery to provide a new geological interpretation concept. This method provides a new way to interpret new and old magnetic surveys.

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