Simulations of spartan random fields

  • Authors:

  • Dionissios T. Hristopulos

  • Affiliations:

  • Department of Mineral Resources Engineering, Technical University of Crete, University Campus, Kounoupidiana, Chania 73100, Greece

  • Venue:
  • ICCMSE '03 Proceedings of the international conference on Computational methods in sciences and engineering
  • Year:
  • 2003

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Abstract

Spartan random fields have muitivariate Gibbs probability distributions that are determined from a frugal set of parameters [1]. Thus, they provide a parsimonious model for representing the variability of spatially distributed processes. Potential applications include interpolation and simulation in geostatistical studies as well as methods for compressing large images. Here we develop methods for simulating Spartan fields with pre-determined parameters on regular lattices and at random locations in two spatial dimensions.