Gaussian closure of one-dimensional unsaturated flow in randomly heterogeneous soils

O. Amir, S. P. Neuman

Research output: Contribution to journalArticle

23 Scopus citations

Abstract

We propose a new method for the solution of stochastic unsaturated flow problems in randomly heterogeneous soils which avoids linearizing the governing flow equations or the soil constitutive relations, and places no theoretical limit on the variance of constitutive parameters. The proposed method applies to a broad class of soils with flow properties that scale according to a linearly separable model provided the dimensionless pressure head ψ has a near-Gaussian distribution. Upon treating ψ as a multivariate Gaussian function, we obtain a closed system of coupled nonlinear differential equations for the first and second moments of pressure head. We apply this Gaussian closure to steady-state unsaturated flow through a randomly stratified soil with hydraulic conductivity that varies exponentially with j where ψ = (1/α)ψ is dimensional pressure head and α is a random field with given statistical properties. In one-dimensional media, we obtain good agreement between Gaussian closure and Monte Carlo results for the mean and variance of ψ over a wide range of parameters provided that the spatial variability of α is small. We then provide an outline of how the technique can be extended to two- and three-dimensional flow domains. Our solution provides considerable insight into the analytical behavior of the stochastic flow problem.

Original languageEnglish (US)
Pages (from-to)355-383
Number of pages29
JournalTransport in Porous Media
Volume44
Issue number2
DOIs
StatePublished - Aug 1 2001

Keywords

  • Gaussian closure
  • Random heterogeneity
  • Stochastic equations
  • Unsaturated flow

ASJC Scopus subject areas

  • Catalysis
  • Chemical Engineering(all)

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