Diffusion in random velocity fields with applications to contaminant transport in groundwater

被引:20
作者
Suciu, Nicolae [1 ,2 ]
机构
[1] Romanian Acad, Tiberiu Popoviciu Inst Numer Anal, Cluj Napoca 400110, Romania
[2] Univ Erlangen Nurnberg, Dept Math, D-91058 Erlangen, Germany
关键词
Groundwater; Transport processes; Ergodicity; Random fields; Random walk; PDF methods; NONREACTIVE SOLUTE TRANSPORT; HETEROGENEOUS POROUS-MEDIA; FILTERED DENSITY-FUNCTION; CUMULANT EXPANSION; REACTIVE TRANSPORT; LOCALIZED ANALYSES; TEMPORAL BEHAVIOR; EVOLVING SCALES; DISPERSION; EQUATION;
D O I
10.1016/j.advwatres.2014.04.002
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
The process of diffusion in a random velocity field is the mathematical object underlying currently used stochastic models of transport in groundwater. The essential difference from the normal diffusion is given by the nontrivial correlation of the increments of the process which induces transitory or persistent dependence on initial conditions. Intimately related to these memory effects is the ergodicity issue in subsurface hydrology. These two topics are discussed here from the perspectives of Ito and Fokker-Planck complementary descriptions and of recent Monte Carlo studies. The latter used a global random walk algorithm, stable and free of numerical diffusion. Beyond Monte Carlo simulations, this algorithm and the mathematical frame of the diffusion in random fields allow efficient solutions to evolution equations for the probability density of the random concentration. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:114 / 133
页数:20
相关论文
共 120 条
[61]  
Komorowski T, 1997, ANN APPL PROBAB, V7, P229
[62]   DIFFUSION BY A RANDOM VELOCITY FIELD [J].
KRAICHNAN, RH .
PHYSICS OF FLUIDS, 1970, 13 (01) :22-+
[63]   A particle method for some parabolic equations [J].
Lecot, C ;
Coulibaly, I .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 1998, 90 (01) :25-44
[64]   ANNEALED VERSUS QUENCHED DIFFUSION-COEFFICIENT IN RANDOM-MEDIA [J].
LEDOUSSAL, P ;
MACHTA, J .
PHYSICAL REVIEW B, 1989, 40 (13) :9427-9430
[65]  
Lumley J.L., 1962, Mecanique de la Turbulence, V108, P17
[66]  
Majda AJ, 1999, PHYS REP, V314, P238
[67]   Persistence of a particle in the Matheron-de Marsily velocity field [J].
Majumdar, SN .
PHYSICAL REVIEW E, 2003, 68 (05)
[68]   IS TRANSPORT IN POROUS-MEDIA ALWAYS DIFFUSIVE - A COUNTEREXAMPLE [J].
MATHERON, G ;
DEMARSILY, G .
WATER RESOURCES RESEARCH, 1980, 16 (05) :901-917
[69]   A particle formulation for treating differential diffusion in filtered density function methods [J].
McDermott, R. ;
Pope, S. B. .
JOURNAL OF COMPUTATIONAL PHYSICS, 2007, 226 (01) :947-993
[70]   A joint velocity-concentration PDF method for tracer flow in heterogeneous porous media [J].
Meyer, Daniel W. ;
Jenny, Patrick ;
Tchelepi, Hamdi A. .
WATER RESOURCES RESEARCH, 2010, 46