142
Views
16
CrossRef citations to date
0
Altmetric
Articles

Self-organizing maps for pseudo-lithological classification of 3D airborne electromagnetic, gravity gradiometry and magnetic inversions

, , , , &
Pages 1-4 | Published online: 26 Feb 2019

References

  • Bonham-Carter G. F., Agterberg F. P. and Wright D. F. 1989. Weights of evidence: a new approach to mapping mineral potential. In: Agterberg F. P. & Bonham-Carter G. F. eds. Statistical Applications in the Earth Sciences, pp. 171–183. Geological Survey of Canada Paper 89-9.
  • Cox, L. H., Wilson, G. A. and Zhdanov, M. S., 2010, 3D inversion of airborne electromagnetic data using a moving footprint: Exploration Geophysics, 41, 250-259. Davies, D.L. and Bouldin, D.W., 1979, A cluster separation measure. IEEE Transactions Pattern Analysis Machine Intelligence 1, 224-227
  • Fraser, S. J. and Dickson, B. L., 2007, A new method for data integration and integrated data interpretation: Self-organising maps, in B. Milkereit (Ed.), Proceedings of Exploration 07: Fifth Decennial International Conference on Mineral Exploration, 907-910.
  • Fraser S.J., Hodgkinson, J.H., Reed, L.E. and Witherly, K.E., 2008, Preliminary Results of a Self Organizing Map Approach to the Integrated Analysis of Petrophysical Property Data from the Ultramafic-hosted Seagull PGE-Ni-Cu Prospect, Lake Nipigon, Ontario, Canada. In, “Australian Earth Sciences Convention (AESC) 2008: New Generation Advances in Geoscience.” Abstracts No 89 of the 19th Australian Geological Convention, Perth Convention Centre, Perth, WA. July 20-24. pp105.
  • Kohonen, T., 2001, Self-organizing maps: Springer, Berlin.
  • Porwal, A., Carranza, E.J.M. and M. Hale, M., 2003, Knowledge-Driven and Data-Driven Fuzzy Models for Predictive Mineral Potential Mapping. Natural Resources Research, 12, Number 1, 1-25 .
  • Rajagopalan, S., Carlson, J. and Wituik, D., 2007, Kimberlite exploration using integrated airborne geophysics: Presented at ASEG 19th Geophysical Conference and Exhibition, Perth.
  • Wilson, G. A., Čuma, M. and Zhdanov, M. S., 2011, Massively parallel 3D inversion of gravity and gravity gradiometry data: Preview, 152, 29-34.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.