Skip to main content

Compositionally Compliant Contact Analysis

  • Conference paper

Abstract

Contact analysis assesses the evolution of the average value along boreholes of a given variable at increasing distances from the contact between two facies or domains. The concept is long established in the geostatistical literature and software, albeit for studying the behavior of a single variable. This contribution explores practical ways for studying this transient behavior of a set of variables forming a composition, in such a way that spurious correlation effects are avoided. This is obtained with contact diagrams for each possible pairwise logratio of two components, as well as with a contact analysis of the centered-logratio transformed components. This approach is particularly promising when the set of components considered account for a considerable amount of the total mass, or dilution effects are suspected to have affected only a subset of the components. These concepts are illustrated with data from Murrin Murrin, WA, a Ni-Co laterite deposit where intensive remobilization of both value and deleterious components is known to have occurred.

Keywords

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
EUR   29.95
Price includes VAT (France)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
EUR   245.03
Price includes VAT (France)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
EUR   316.49
Price includes VAT (France)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

REFERENCES

  1. Vargas-Guzmán, J.A.: Transitive Geostatistics for Stepwise Modeling Across Boundaries between Rock Regions. Mathematical Geosciences, 40, 861–873 (2008)

    Google Scholar 

  2. Aitchison, J.: The Statistical Analysis of Compositional Data. Chapman and Hall. London (1986)

    Google Scholar 

  3. Fazakerley, V.W. and Monti R.: Murrin Murrin nickel-cobalt deposits. In: Beriman D.A., Mackenzie D.H. (eds) Geology of Australian and Papua New Guinean Mineral Deposits, p. 329–334. The Australasian Institute of Mining and Metallurgy. Melbourne (1998)

    Google Scholar 

  4. Murphy, M., Bloom, L.M. and Mueller, U.A.: Geostatistical optimisation of mineral resource sampling costs for a Western Australian nickel deposit, in Bayer, U. et al. (eds) IAMG 2002 Proceedings of the 8th Annual Conference of the International association for Mathematical Geology, 105–110. Terra Nostra. Berlin. (2002)

    Google Scholar 

  5. Tolosana-Delgado, R. and van den Boogaart, K.G.: Geostatistics for compositions. In: Pawlowsky-Glahn V., Buccianti, A. (eds.) Compositional data analysis: Theory and Applications, p. 73–86, Wiley, Chichester (2011)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to R. Tolosana-Delgado .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Capital Publishing Company

About this paper

Cite this paper

Tolosana-Delgado, R., Mueller, U., van den Boogaart, K.G. (2016). Compositionally Compliant Contact Analysis. In: Raju, N. (eds) Geostatistical and Geospatial Approaches for the Characterization of Natural Resources in the Environment. Springer, Cham. https://doi.org/10.1007/978-3-319-18663-4_2

Download citation

Publish with us

Policies and ethics