TECHNICAL PAPERS
Jan 1, 2001

Scale-Dependent Subsurface Dispersion: A Fractal-Based Stochastic Model

Publication: Journal of Hydrologic Engineering
Volume 6, Issue 1

Abstract

A stochastic model that can simulate non-Fickian (scale-dependent) subsurface dispersion by imposing long-range correlation structure within a particle-based transport scheme is detailed here. The model uses increments from self-similar random fractal processes. These processes [fractional Brownian motions (FBMs)] are characterized by an index H, which is related to the correlation properties of the function. Temporally correlated FBMs that mimic the faster-than-Fickian growth observed in contaminant plumes in heterogeneous subsurface porous media are chosen. It is shown how FBMs can be incorporated within traditional Langevin-based formulations of the random-walk particle tracking models to describe mass displacements. A Fokker-Planck diffusion equation with a time-dependent tensor and its solution are presented to describe FBM anomalous dispersion. A relationship of the model's parameters to measurable porous media parameters is given.

Get full access to this article

View all available purchase options and get full access to this article.

References

1.
Ababou, R., and Gelhar, L. W. ( 1990). “Self-similar randomness and spectral conditioning: Analysis of scale effects in subsurface hydrology.” Dynamics of fluids in hierarchical porous media, J. H. Cushman, ed., Academic, San Diego.
2.
Addison, P. S. (1996). “A method for modelling dispersion dynamics in coastal waters using fractional Brownian motion.”J. Hydr. Res., Delft, The Netherlands, 34, 549–561.
3.
Addison, P. S. ( 1997). Fractals and chaos: An illustrated course, Institute of Physics Publishing, Bristol, U.K.
4.
Addison, P. S., McKenzie, W. M. C., Ndumu, A. S., Dougan, L. T., and Hunter, R. (1999). “Fractal cracking of concrete: Parameterization of spatial diffusion.”J. Engrg. Mech., ASCE, 125(6), 622–629.
5.
Addison, P. S., and Ndumu, A. S. ( 1999). “Engineering applications of fractional Brownian motion: Self-affine and Self-similar random processes.” Fractals: An interdisciplinary journal on the complex geometry of nature, 7(2), 151–157.
6.
Addison, P. S., Qu, B., Ndumu, A. S., and Pyrah, I. C. ( 1998). “A particle tracking model for non-Fickian subsurface diffusion.” Math. Geology, 30(6), 695–716.
7.
Arya, A., Hewett, T. A., Larson, R. G., and Lake, L. W. ( 1985). “A dispersion and reservoir heterogeneity.” SPE Reservoir Engrg., 3, 139–148.
8.
Feder, J. ( 1988). Fractals, Plenum, New York.
9.
Gelhar, L. W., and Axness, C. W. ( 1983). “Three-dimensional analysis of macrodispersion in aquifers.” Water Resour. Res., 19(1), 161–180.
10.
Gelhar, L. W., Gutjahr, A. L., and Naff, R. L. ( 1979). “Stochastic analysis of macrodispersion in a stratified aquifer.” Water Resour. Res., 15(6), 1387–1397.
11.
Hathhorn, W. E. ( 1990). “A second look at the method of random-walks.” Stochastic Hydro. and Hydr., 10, 319–329.
12.
Hewett, T. A. ( 1986). “Fractal distribution of reservoir heterogeneity and their influence on fluid transport.” Proc., 61st Annu. Tech. Conf., SPE Paper 15386, Society of Petroleum Engineers, New Orleans.
13.
Kinzelbach, W., and Uffink, G. J. M. ( 1991). “The random-walk method and extensions in groundwater modelling.” Transport processes in porous media, J. Bear and M. Y. Corapcioglu, eds., Kluwer Academic, Hingham, Mass., 761–787.
14.
Klafter, J., Blumen, A., and Shlesinger, M. F. ( 1987). “Stochastic pathway to anomalous diffusion.” Phys. Rev. A, 35(7), 3081–3085.
15.
Labolle, E. M., Fogg, G. E., and Tompson, A. F. B. ( 1996). “Random-walk simulation of transport in heterogeneous porous media: Local mass-conservation problem and implementation methods.” Water Resour. Res., 32(3), 583–593.
16.
Mackay, D. M., Freyberg, D. L., Roberts, P. V., and Cherry, J. A. ( 1986). “A natural gradient experiment on solute transport in a sand and gravel aquifer, 1. Approach and overview of tracer movement.” Water Resour. Res., 22, 2017–2029.
17.
Mandelbrot, B. B. ( 1983). The fractal geometry of nature, W. H. Freeman and Co., San Francisco.
18.
Mandelbrot, B. B., and Van Ness, J. W. ( 1968). “Fractional Brownian motions, fractional noises and applications.” SIAM Rev., 10, 422–437.
19.
Matheron, G., and de Marsily, G. ( 1980). “Is transport in porous media always diffusive? A counter example.” Water Resour. Res., 16(5), 901–917.
20.
Meerschaert, M. M., Benson, D. A., and Baumer, B. ( 1999). “Multidimensional advection and fractional dispersion.” Phys. Rev. E, 59(5), 5026–5028.
21.
Molz, F. J., Liu, H. H., and Szulga, J. ( 1997). “Fractional Brownian motion and fractional Gaussian noise in subsurface hydrology: A review, presentation of fundamental properties, and extensions.” Water Resour. Res., 33(10), 2273–2286.
22.
Neuman, S. P. ( 1990). “Universal scaling of hydraulic conductivities and dispersivities in geologic media.” Water Resour. Res., 26(8), 1749–1758.
23.
Philip, J. R. ( 1986). “Issues in flow and transport in heterogeneous porous media.” Transp. Porous Media, 1, 319–338.
24.
Pickens, J. F., and Grisak, G. E. ( 1981a). “Scale-dependent dispersion in a stratified granular aquifer.” Water Resour. Res., 17, 1191–1211.
25.
Pickens, J. F., and Grisak, G. E. ( 1981b). “Modelling of scale-dependent dispersion in hydrogeologic systems.” Water Resour. Res., 17(6), 1701–1711.
26.
Sahimi, M. ( 1993). “Fractal and superdiffusive transport and hydrodynamic dispersion in heterogeneous porous media.” Transp. Porous Media, 13, 3–40.
27.
Saichev, A., and Zaslavsky, G. M. ( 1997). “Fractional kinetic equations: Solutions and applications.” Chaos, 7(4), 753–764.
28.
Sanderson, B. G., and Booth, D. A. ( 1991). “The fractal dimension of drifter trajectories and estimates of horizontal eddy-diffusivity.” Tellus, 34(A), 334–349.
29.
Sudicky, E. A. ( 1986). “A natural gradient experiment on solute transport in a sand aquifer: Spatial variability of hydraulic conductivity and its role in the dispersion process.” Water Resour. Res., 22(13), 2069–2082.
30.
Tompson, A. F. B., and Gelhar, L. W. ( 1990). “Numerical simulation of solute transport in three-dimensional randomly heterogeneous porous media.” Water Resour. Res., 26(10), 2541–2562.
31.
Vendruscolo, M., and Marsili. ( 1996). “Diffusion in disordered media as a process with memory.” Phys. Rev. E, 54(2), 1021–1024.
32.
Voss, R. F. ( 1989). “Random fractals: Self-affinity in noise, music, mountains, and clouds.” Physica D, 38, 362–371.
33.
Wang, K. G., and Lung, C. W. ( 1990). “Long-time correlation effects and fractal Brownian motion.” Phys. Letters A, 151(3, 4), 119–121.
34.
Wheatcraft, S. W., and Tyler, S. W. ( 1988). “An explanation of scale-dependent dispersivity in heterogeneous aquifers using concepts of fractal geometry.” Water Resour. Res., 24(4), 566–578.
35.
Yin, Z. M. ( 1996). “New methods for simulation of fractional Brownian motion.” J. Comp. Phys., 127, 66–72.
36.
Zhan, H., and Wheatcraft, S. W. ( 1996). “Macrodispersivity tensor for nonreactive solute transport in isotropic and anisotropic fractal porous media: Analytical solutions.” Water Resour. Res., 32(12), 3461–3474.
37.
Zou, S., Xia, J., and Koussis, A. E. ( 1996). “Analytical solutions to non-Fickian subsurface dispersion in uniform groundwater flow.” J. Hydro., Amsterdam, 179, 237–278.

Information & Authors

Information

Published In

Go to Journal of Hydrologic Engineering
Journal of Hydrologic Engineering
Volume 6Issue 1January 2001
Pages: 34 - 42

History

Received: Feb 24, 1999
Published online: Jan 1, 2001
Published in print: Jan 2001

Permissions

Request permissions for this article.

Authors

Affiliations

Associate Member, ASCE
Res. Asst., Civ. and Transp. Engrg., Napier Univ., Merchiston Campus, 10 Colinton Rd., Edinburgh EH10 5DT, Scotland, U.K. E-mail: [email protected]
Sr. Lect., Civ. and Transp. Engrg., Napier Univ., Merchiston Campus, 10 Colinton Rd., Edinburgh EH10 5DT, Scotland, U.K. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share