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

被引:23
作者
Amir, O [1 ]
Neuman, SP
机构
[1] Univ Arizona, Program Appl Math, Tucson, AZ 85721 USA
[2] Univ Arizona, Dept Hydrol & Water Resources, Tucson, AZ 85721 USA
基金
美国国家科学基金会;
关键词
gaussian closure; unsaturated flow; random heterogeneity; stochastic equations;
D O I
10.1023/A:1010706223350
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
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 psi has a near-Gaussian distribution. Upon treating psi 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 alpha psi where psi =(1/alpha)psi is dimensional pressure head and alpha 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 psi over a wide range of parameters provided that the spatial variability of alpha 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.
引用
收藏
页码:355 / 383
页数:29
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