Synthetic Case Study: Discrimination of Unexploded Ordnance (UXO) and non-UXO Sources with varying Remanent Magnetization Strength using Magnetic Data

Mark David Wigh*, Thomas Mejer Hansen, Arne Døssing

*Corresponding author for this work

Research output: Contribution to journalJournal articlepeer-review

18 Downloads (Pure)

Abstract

We investigate if it is theoretically possible to discriminate between unexploded ordnance (UXO) and non-UXO sources by modelling the magnetic dipole moment for ferrous objects of different shapes and sizes. This is carried out by approximating the volumetric demagnetization factors of rectangular prisms, representing shapes similar to a long rod or flat steel plate. By modelling different UXO as prolate spheroids the demagnetization factors can be determined which can be compared with the magnetic response of a prism. The inversion is carried out in a probabilistic framework, where the UXO forward model and the non-UXO forward model are assigned individual prior models in terms of shape, size, orientation and remanent magnetization of the object. 95 independent realizations of the prism prior model are generated to make 95 synthetic anomalies exemplifying non-UXO objects, which are inverted for using the UXO model. It is investigated if an identical magnetic moment can be produced between the two models and how well resolved the magnetic moment is in terms of the measured anomaly. The case study is carried out in two steps where we first have little prior information of expected UXO properties and another where a UXO prior is introduced with expected values of aspect ratio and size of 24 different UXO, that are often encountered in the North Sea. With no prior information of expected UXO, discrimination is at many times implausible, unless elongated rod prism objects are considered, where the magnetic moment often can not be reproduced by a spheroid. Introducing the UXO prior we achieve a much better discrimination rate when using the list of expected UXO properties. By using the UXO prior we can account for a much higher remanent magnetization allowed in the prior, and still achieve high discrimination capabilities in comparison to a case with no UXO prior.
Original languageEnglish
JournalGeophysical Journal International
Volume228
Issue number2
Pages (from-to)773–791
ISSN0956-540X
DOIs
Publication statusPublished - 2022

Keywords

  • Inverse theory
  • Probability distributions
  • Magnetic anomalies
  • Modelling and interpretation

Fingerprint

Dive into the research topics of 'Synthetic Case Study: Discrimination of Unexploded Ordnance (UXO) and non-UXO Sources with varying Remanent Magnetization Strength using Magnetic Data'. Together they form a unique fingerprint.

Cite this