Probabilistic modeling of aquifer heterogeneity using reliability methods

被引:17
作者
Hamed, MM
Bedient, PB
Dawson, CN
机构
[1] Dept. of Environ. Sci. and Eng., Ctr. Res. on Parallel Computation, Rice University, Houston, TX 77005-1892
[2] Dept. of Environ. Sci. and Eng., Rice University, Houston, TX 77005-1892
[3] Texas Inst. Compl. and Appl. Math., Taylor Hall, University of Texas at Austin, Austin
关键词
groundwater; contaminant transport; probabilistic modeling; reliability analysis; material heterogeneity; Monte Carlo simulation;
D O I
10.1016/0309-1708(96)00004-8
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
A probabilistic model of groundwater contaminant transport is presented. The model is based on coupling first- and second-order reliability methods (FORM and SORM) with a two-dimensional finite element solution of groundwater transport equations. Uncertainty in aquifer media is considered by modeling hydraulic conductivity as a spatial random held with a prescribed correlation structure. FORM and SORM provide the probability that a contaminant exceeds a target level at a well, termed the probability of failure. Sensitivity of the probability of failure to basic variabilities in grid block conductivity is also obtained, at no additional computational effort. The effect of the choice of the predetermined target level at the observation well is provided, along with its effect on the relevant sensitivity information. Considerable saving in computational time was achieved by superimposing a coarse random variables mesh on a finer numerical mesh. The presence of regions of lower conductivity on the probabilistic event is analyzed, and the regions in which conductivity most affects the results are identified. Copyright (C) 1996 Elsevier Science Limited
引用
收藏
页码:277 / 295
页数:19
相关论文
共 43 条
[1]  
[Anonymous], 1987, Journal of Engineering Mechanics, ASCE
[2]  
[Anonymous], STRUCTURAL RELIABILI
[3]   AN UNSPLIT, HIGHER-ORDER GODUNOV METHOD FOR SCALAR CONSERVATION-LAWS IN MULTIPLE DIMENSIONS [J].
BELL, JB ;
DAWSON, CN ;
SHUBIN, GR .
JOURNAL OF COMPUTATIONAL PHYSICS, 1988, 74 (01) :1-24
[4]   PROBABILISTIC SENSITIVITY ANALYSIS FOR ONE-DIMENSIONAL REACTIVE TRANSPORT IN POROUS-MEDIA [J].
CAWLFIELD, JD ;
WU, MC .
WATER RESOURCES RESEARCH, 1993, 29 (03) :661-672
[5]   THEORY OF SOLUTE TRANSPORT BY GROUNDWATER [J].
DAGAN, G .
ANNUAL REVIEW OF FLUID MECHANICS, 1987, 19 :183-215
[8]  
Der Kiureghian A, 1986, J ENG MECH-ASCE, V112, P85, DOI DOI 10.1061/(ASCE)0733-9399(1986)112:1(85)
[9]  
DERKIUREGHIAN A, 1985, 4TH P INT C STRUCT S, V1, P395
[10]   STATISTICS OF BLOCK CONDUCTIVITY THROUGH A SIMPLE BOUNDED STOCHASTIC MEDIUM [J].
FENTON, GA ;
GRIFFITHS, DV .
WATER RESOURCES RESEARCH, 1993, 29 (06) :1825-1830