Transport behavior of coupled continuous-time random walks

被引:43
作者
Dentz, Marco [1 ]
Scher, Harvey [2 ]
Holder, Devora [2 ]
Berkowitz, Brian [2 ]
机构
[1] Tech Univ Catalonia UPC, Dept Geotech Engn & Geosci, Barcelona, Spain
[2] Weizmann Inst Sci, Dept Environm Sci & Energy Res, IL-76100 Rehovot, Israel
来源
PHYSICAL REVIEW E | 2008年 / 78卷 / 04期
关键词
D O I
10.1103/PhysRevE.78.041110
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
The origin of anomalous or non-Fickian transport in disordered media is the broad spectrum of transition rates intrinsic to these systems. A system that contains within it heterogeneities over multiple length scales is geological formations. The continuous time random walk (CTRW) framework, which has been demonstrated to be an effective means to model non-Fickian transport features in these systems and to have predictive capacities, has at its core this full spectrum represented as a joint probability density psi(s,t) of random space time displacements (s,t). Transport in a random fracture network (RFN) has been calculated with a coupled psi(s,t) and has subsequently been shown to be approximated well by a decoupled form psi(s,t)=F(s)psi(t). The latter form has been used extensively to model non-Fickian transport in conjunction with a velocity distribution Phi(xi),xi equivalent to 1/v, where v is the velocity magnitude. The power-law behavior of psi(t)proportional to t(-1-beta), which determines non-Fickian transport, derives from the large xi dependence of Phi(xi). In this study we use numerical CTRW simulations to explore the expanded transport phenomena derived from a coupled psi(s,t). Specifically, we introduce the features of a power-law dependence in the s distribution with different Phi(xi) distributions (including a constant v) coupled by t=s xi. Unlike Levy flights in this coupled scenario the spatial moments of the plumes are well defined. The shapes of the plumes depend on the entire Phi(xi) distribution, i.e., both small and large xi dependence; there is a competition between long displacements (which depend on the small xi dependence) and large time events (which depend on a power law for large xi). These features give rise to an enhanced range of transport behavior with a broader scope of applications, e.g., to correlated migrations in a RFN and in heterogeneous permeability fields. The approximation to the decoupled case is investigated as a function of the nature of the s distribution.
引用
收藏
页数:9
相关论文
共 28 条
[1]   Anomalous transport in random fracture networks [J].
Berkowitz, B ;
Scher, H .
PHYSICAL REVIEW LETTERS, 1997, 79 (20) :4038-4041
[2]   Theory of anomalous chemical transport in random fracture networks [J].
Berkowitz, B ;
Scher, H .
PHYSICAL REVIEW E, 1998, 57 (05) :5858-5869
[3]   Modeling non-Fickian transport in geological formations as a continuous time random walk [J].
Berkowitz, Brian ;
Cortis, Andrea ;
Dentz, Marco ;
Scher, Harvey .
REVIEWS OF GEOPHYSICS, 2006, 44 (02)
[4]   Pore-scale modeling and continuous time random walk analysis of dispersion in porous media [J].
Bijeljic, B ;
Blunt, MJ .
WATER RESOURCES RESEARCH, 2006, 42 (01)
[5]   ANOMALOUS DIFFUSION IN DISORDERED MEDIA - STATISTICAL MECHANISMS, MODELS AND PHYSICAL APPLICATIONS [J].
BOUCHAUD, JP ;
GEORGES, A .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 1990, 195 (4-5) :127-293
[6]   Quantitative characterization of pore-scale disorder effects on transport in homogeneous granular media [J].
Cortis, Andrea ;
Chen, Youjian ;
Scher, Harvey ;
Berkowitz, Brian .
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, 2004, 70 (4 1) :041108-1
[7]   Time behavior of solute transport in heterogeneous media: transition from anomalous to normal transport [J].
Dentz, M ;
Cortis, A ;
Scher, H ;
Berkowitz, B .
ADVANCES IN WATER RESOURCES, 2004, 27 (02) :155-173
[8]   Anomalous transport in heterogeneous media demonstrated by streamline-based simulation [J].
Di Donato, G ;
Obi, EO ;
Blunt, MJ .
GEOPHYSICAL RESEARCH LETTERS, 2003, 30 (12) :10-1
[9]   Identification of large-scale hydraulic conductivity trends and the influence of trends on contaminant transport [J].
Eggleston, J ;
Rojstaczer, S .
WATER RESOURCES RESEARCH, 1998, 34 (09) :2155-2168
[10]   Numerical analyses of subsurface flow in a steep hillslope under rainfall: The role of the spatial heterogeneity of the formation hydraulic properties [J].
Fiori, Aldo ;
Russo, David .
WATER RESOURCES RESEARCH, 2007, 43 (07)