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Painter 1996
Painter, S. (1996). Stochastic interpolation of aquifer properties using fractional Lévy motion. Water Resources Research 32: doi: 10.1029/95WR03485. issn: 0043-1397.

This paper describes a new technique for conditional simulation of aquifer properties in unobserved regions. The technique utilizes a recently introduced model for heterogeneity based on the L¿vy-stable family of probability distributions to achieve a higher degree of realism than is possible with Gaussian-based techniques. Specifically, permeability and porosity variations are modeled using fractional L¿vy motion. A new algorithm for producing fractional L¿vy motion conditioned to match known data is introduced. Two-dimensional simulations using actual permeability measurements as input demonstrate that this algorithm produces random fields with the specified properties. Simulations using a subset of a detailed permeability map of an outcrop as input illustrate how the new method can be used to estimate important flow and transport properties and to quantify uncertainties in these estimates. ¿ American Geophysical Union 1996

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Abstract

Keywords
Hydrology, Groundwater hydrology, Hydrology, Groundwater transport, Hydrology, Stochastic processes
Journal
Water Resources Research
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Publisher
American Geophysical Union
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