Random domain decomposition for flow in heterogeneous stratified aquifers

被引:26
作者
Guadagnini, A
Guadagnini, L
Tartakovsky, DM
Winter, CL
机构
[1] Politecn Milan, Dipartimento Ingn Idraul Ambientale Infrastruttur, I-20133 Milan, Italy
[2] Los Alamos Natl Lab, Div Theoret, Los Alamos, NM USA
[3] Natl Ctr Atmospher Res, Boulder, CO 80305 USA
关键词
random media; stochastic processes; uncertainty; domain decomposition; layered aquifers; moment equations;
D O I
10.1007/s00477-003-0157-1
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We study two-dimensional flow in a layered heterogeneous medium composed of two materials whose hydraulic properties and spatial distribution are known statistically but are otherwise uncertain. Our analysis relies on the composite media theory, which employs random domain decomposition in the context of groundwater flow moment equations to explicitly account for the separate effects of material and geometric uncertainty on ensemble moments of head and flux. Flow parallel and perpendicular to the layering in a two-material composite layered medium is considered. The hydraulic conductivity of each material is log-normally distributed with a much higher mean in one material than in the other. The hydraulic conductivities of points within different materials are uncorrelated. The location of the internal boundary between the two contrasting materials is random and normally distributed with given mean and variance. We solve the equations for (ensemble) moments of hydraulic head and flux and analyze the impact of unknown geometry of materials on statistical moments of head and flux. We compare the composite media approach to approximations that replace statistically inhomogeneous conductivity fields with pseudo-homogeneous random fields.
引用
收藏
页码:394 / 407
页数:14
相关论文
共 8 条
[1]  
[Anonymous], WATER RESOUR RES
[2]   MACRODISPERSION IN SAND-SHALE SEQUENCES [J].
DESBARATS, AJ .
WATER RESOURCES RESEARCH, 1990, 26 (01) :153-163
[3]   Nonlocal and localized analyses of conditional mean steady state flow in bounded, randomly nonuniform domains 1. Theory and computational approach [J].
Guadagnini, A ;
Neuman, SP .
WATER RESOURCES RESEARCH, 1999, 35 (10) :2999-3018
[4]   Nonlocal and localized analyses of conditional mean steady state flow in bounded, randomly nonuniform domains 2. Computational examples [J].
Guadagnini, A ;
Neuman, SP .
WATER RESOURCES RESEARCH, 1999, 35 (10) :3019-3039
[5]   A DISTRIBUTED PARAMETER APPROACH FOR EVALUATING THE ACCURACY OF GROUNDWATER MODEL PREDICTIONS .1. THEORY [J].
MCLAUGHLIN, D ;
WOOD, EF .
WATER RESOURCES RESEARCH, 1988, 24 (07) :1037-1047
[6]  
RUBIN Y, 1998, HDB GROUNDWATER HYDR
[7]   Mean flow in composite porous media [J].
Winter, CL ;
Tartakovsky, DM .
GEOPHYSICAL RESEARCH LETTERS, 2000, 27 (12) :1759-1762
[8]   Moment differential equations for flow in highly heterogeneous porous media [J].
Winter, CL ;
Tartakovsky, DM ;
Guadagnini, A .
SURVEYS IN GEOPHYSICS, 2003, 24 (01) :81-106