Percolative transport in fractal porous media

Abstract Application of continuum percolation theory to a fractal pore space model yields results for the constitutive relationships for unsaturated flow in agreement with experiment. This application also unites understanding in that the same dry end moisture content, θ t =0.039 SA vol 0.52 as a function of the surface area to volume ratio, is shown to be associated with the deviation of experimental water retention from fractal scaling as well as with the vanishing of the diffusion constant. Substituted into a critical path analysis (based on continuum percolation theory) for the dependence of the unsaturated hydraulic conductivity, K ( θ ), on moisture, the same value of θ t produces excellent agreement with experimental data ( y =1.0015 x −0.0065, R 2 =0.96), with y experiment, x theory and using no adjustable parameters. Though critical path analysis is based on percolation theory, the result obtained for K ( θ ) is more closely tied to the fractal characteristics of the medium, and the dependence is referred to as a fractal scaling of the hydraulic conductivity. In all three properties, the interpretation of θ t is the same; it represents the minimum value for which a continuous interconnected path of capillary flow is possible, making it the critical volume fraction for percolation. This identification means that the low moisture content deviation from fractal predictions in h ( θ ) does not conflict with fractal models of the pore space, as the deviation is due to dynamics rather than to structure. Critical path analysis does not yield percolation scaling, in which K vanishes as a power of ( θ − θ t ). However, it is shown here that the data for K ( θ ) and h ( θ ) are consistent with an interpretation in which the fractal scaling of K at large moisture contents crosses over to a percolation scaling at a moisture content slightly above θ t .

[1]  A. Hunt Non-Debye relaxation and the glass transition , 1993 .

[2]  G. Campbell,et al.  Characterization of Particle-Size Distribution in Soils with a Fragmentation Model , 1999 .

[3]  A. Hunt Some comments on the scale dependence of the hydraulic conductivity in the presence of nested heterogeneity , 2003 .

[4]  Characterization of unsaturated hydraulic conductivity at the Hanford Site , 1988 .

[5]  M. Borkovec,et al.  ON PARTICLE-SIZE DISTRIBUTIONS IN SOILS , 1993 .

[6]  R. Freeze A stochastic‐conceptual analysis of one‐dimensional groundwater flow in nonuniform homogeneous media , 1975 .

[7]  K. Golden,et al.  Brine percolation and the transport properties of sea ice , 2001, Annals of Glaciology.

[8]  J. Hammersley,et al.  Percolation processes , 1957, Mathematical Proceedings of the Cambridge Philosophical Society.

[9]  R. H. Brooks,et al.  Hydraulic properties of porous media , 1963 .

[10]  W. E. Soll,et al.  Developments in Synchrotron X-Ray Microtomography with Applications to Flow in Porous Media , 1996 .

[11]  Evaluation of Van Genuchten–Mualem Relationships to Estimate Unsaturated Hydraulic Conductivity at Low Water Contents , 1995 .

[12]  Madalena M. Dias,et al.  Network models for two-phase flow in porous media Part 1. Immiscible microdisplacement of non-wetting fluids , 1986, Journal of Fluid Mechanics.

[13]  Yakov A. Pachepsky,et al.  Fractal parameters of pore surfaces as derived from micromorphological data: effect of long-term management practices , 1996 .

[14]  Vinay Ambegaokar,et al.  Hopping Conductivity in Disordered Systems , 1971 .

[15]  A. Czachor,et al.  Determination of Capillary Motion of Water in Bricks Using Neutron Radiography , 2002 .

[16]  Thompson,et al.  Quantitative prediction of permeability in porous rock. , 1986, Physical review. B, Condensed matter.

[17]  Homogenization : in memory of Serguei Kozlov , 1999 .

[18]  J. F. Relyea,et al.  Variability of Gardner's α for coarse‐textured sediments , 2001 .

[19]  S. P. Neuman,et al.  Operator and integro-differential representations of conditional and unconditional stochastic subsurface flow , 1994 .

[20]  Jack F. Paris,et al.  A Physicoempirical Model to Predict the Soil Moisture Characteristic from Particle-Size Distribution and Bulk Density Data 1 , 1981 .

[21]  G. Dagan Flow and transport in porous formations , 1989 .

[22]  G. Gee,et al.  The Influence of Hydraulic Nonequilibrium on Pressure Plate Data , 2002 .

[23]  P. Schjønning,et al.  Tortuosity, diffusivity, and permeability in the soil liquid and gaseous phases , 2001 .

[24]  J.-Y. Parlange,et al.  Fractals in soil science , 1998 .

[25]  A. Hunt,et al.  On the vanishing of solute diffusion in porous media at a threshold moisture content , 2003 .

[26]  K. Kohary,et al.  On disorder-enhanced diffusion in condensed aromatic melts , 2001 .

[27]  Golden,et al.  The percolation phase transition in sea Ice , 1998, Science.

[28]  Fabrication of a new class of porous media models for visualization studies of multiphase flow processes , 2002 .

[29]  P. Carman,et al.  Flow of gases through porous media , 1956 .

[30]  N. T. Burdine Relative Permeability Calculations From Pore Size Distribution Data , 1953 .

[31]  Walter G. Kropatsch,et al.  Plane Embedding of Dually Contracted Graphs , 2000, DGCI.

[32]  S. Redner,et al.  Introduction To Percolation Theory , 2018 .

[33]  M. Pollak A percolation treatment of dc hopping conduction , 1972 .

[34]  E. E. Miller,et al.  Physical Theory for Capillary Flow Phenomena , 1956 .

[35]  Kenneth M. Golden,et al.  CRITICAL PATH ANALYSIS OF TRANSPORT IN HIGHLY DISORDERED RANDOM MEDIA , 1999 .

[36]  C. Axness,et al.  Three‐dimensional stochastic analysis of macrodispersion in aquifers , 1983 .

[37]  Feng,et al.  Transport properties of continuum systems near the percolation threshold. , 1987, Physical review. B, Condensed matter.

[38]  Garrison Sposito,et al.  Fractal Fragmentation, Soil Porosity, and Soil Water Properties: I. Theory , 1991 .

[39]  D. Stauffer Scaling Theory of Percolation Clusters , 1979, Complex Media and Percolation Theory.

[40]  B. Iversen,et al.  Three-region Campbell Model for Unsaturated Hydraulic Conductivity in Undisturbed Soils , 2002 .

[41]  Scott W. Tyler,et al.  Fractal processes in soil water retention , 1990 .

[42]  Allen G. Hunt,et al.  Upscaling in Subsurface Transport Using Cluster Statistics of Percolation , 1998 .

[43]  G. Gee,et al.  Water-Retention of Fractal Soil Models Using Continuum Percolation Theory: Tests of Hanford Site Soils , 2002 .

[44]  Philippe Baveye,et al.  Influence of image resolution and thresholding on the apparent mass fractal characteristics of preferential flow patterns in field soils , 1998 .

[45]  Y. Bernabé,et al.  Effect of the variance of pore size distribution on the transport properties of heterogeneous networks , 1998 .

[46]  D. M. Tuck,et al.  Synchrotron radiation measurement of multiphase fluid saturations in porous media: Experimental technique and error analysis , 1998 .

[47]  Walter J. Rawls,et al.  Fractal models for predicting soil hydraulic properties: a review , 1997 .

[48]  Van Genuchten,et al.  A closed-form equation for predicting the hydraulic conductivity of unsaturated soils , 1980 .

[49]  Randel Haverkamp,et al.  PREDICTING THE WATER‐RETENTION CURVE FROM PARTICLE‐SIZE DISTRIBUTION: 1. SANDY SOILS WITHOUT ORGANIC MATTER1 , 1986 .

[50]  R. C. Phillips,et al.  Proceedings of an International Workshop , 1996 .

[51]  Effects of Bubbles on the Hydraulic Conductivity of Porous Materials – Theoretical Results , 2003 .

[52]  G. Gee,et al.  Application of critical path analysis to fractal porous media: comparison with examples from the Hanford site , 2002 .

[53]  H. Gvirtzman,et al.  Pore scale spatial analysis of two immiscible fluids in porous media , 1991 .

[54]  M. V. Genuchten,et al.  Using Texture and Other Soil Properties to Predict the Unsaturated Soil Hydraulic Functions , 1988 .

[55]  P. Doussal Permeability versus conductivity for porous media with wide distribution of pore sizes. , 1989 .

[56]  Y. Pachepsky,et al.  A One-parameter Relationship Between Unsaturated Hydraulic Conductivity And Water Retention , 2000 .

[57]  Christiaan Dirksen,et al.  Unsaturated hydraulic conductivity , 1990 .

[58]  S. Friedman,et al.  Critical path analysis of the relationship between permeability and electrical conductivity of three‐dimensional pore networks , 1998 .

[59]  V. Snyder Statistical Hydraulic Conductivity Models and Scaling of Capillary Phenomena in Porous Media , 1996 .

[60]  I. Fatt The Network Model of Porous Media , 1956 .

[61]  Golden Convexity and exponent inequalities for conduction near percolation. , 1990, Physical review letters.

[62]  Donald L. Turcotte,et al.  Fractals and fragmentation , 1986 .

[63]  Keith A. Smith,et al.  Soil and environmental analysis : physical methods , 2000 .

[64]  H. Yasuda,et al.  Fabrication of Metallic Porous Media by Semisolid Processing Using Laser Irradiation , 2001 .

[65]  Kenneth M. Golden,et al.  Critical Behavior of Transport in Lattice and Continuum Percolation Models , 1997 .

[66]  Edith Perrier,et al.  The water retention function for a model of soil structure with pore and solid fractal distributions , 2000 .

[67]  Scott W. Tyler,et al.  Fractal scaling of soil particle-size distributions: analysis and limitations , 1992 .

[68]  Adolfo Posadas,et al.  Multifractal Characterization of Soil Particle-Size Distributions , 2001 .

[69]  Y. Pachepsky,et al.  Comparison Of Fractal Dimensions Estimated From Aggregate Mass-size Distribution And Water Retention Scaling , 1999 .

[70]  Christopher G. Uchrin,et al.  Indirect Methods for Estimating the Hydraulic Properties of Unsaturated Soils , 1994 .

[71]  Allen G. Hunt,et al.  Applications of percolation theory to porous media with distributed local conductances , 2001 .

[72]  Feike J. Leij,et al.  Characterization and measurement of the hydraulic properties of unsaturated porous media : proceedings of the International Workshop on Characterization and Measurement of the Hydraulic Properties of Unsaturated Porous Media, Riverside, California, October 22-24, 1997 , 1999 .

[73]  E. Perfect,et al.  Percolation Thresholds in 2-Dimensional Prefractal Models of Porous Media* , 2002 .

[74]  Todd H. Skaggs,et al.  Estimating particle-size distribution from limited soil texture data , 2001 .