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
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsREFERENCES
Vargas-Guzmán, J.A.: Transitive Geostatistics for Stepwise Modeling Across Boundaries between Rock Regions. Mathematical Geosciences, 40, 861–873 (2008)
Aitchison, J.: The Statistical Analysis of Compositional Data. Chapman and Hall. London (1986)
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)
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)
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)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights 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
DOI: https://doi.org/10.1007/978-3-319-18663-4_2
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-18662-7
Online ISBN: 978-3-319-18663-4
eBook Packages: Earth and Environmental ScienceEarth and Environmental Science (R0)
