Relationship between the Hydraulic Conductivity Function and the Particle‐Size Distribution

We present a model to compute the hydraulic conductivity, K, as a function of water content, θ, directly from the particle-size distribution (PSD) of a soil. The model is based on the assumption that soil pores can be represented by equivalent capillary tubes and that the water flow rate is a function of pore size. The pore-size distribution is derived from the PSD using the Arya-Paris model. Particle-size distribution and K(θ) data for 16 soils, representing several textural classes, were used to relate the pore flow rate and the pore radius according to q i = cr i x , where q i is the pore flow rate (cm 3 s -1 ) and r i is the pore radius (cm). Log c varied from about -2.43 to about 2.78, and x varied from 2.66 to = 4.71. However, these parameters did not exhibit a systematic trend with textural class. The model was used to independently compute the K(θ) function, from the PSD data for 16 additional soils. The model predicted K(θ) values from near saturation to very low water contents. The agreement between the predicted and experimental K(θ) for individual samples ranged from excellent to poor, with the root mean square residuals (RMSR) of the log-transformed K(θ) ranging from 0.616 to 1.603 for sand, from 0.592 to 1.719 for loam, and from 0.487 to 1.065 for clay. The average RMSR for all textures was 0.878.

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

[2]  Jack C. Parker,et al.  Estimation of soil hydraulic properties and their uncertainty from particle size distribution data , 1989 .

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

[4]  W. M. Schuh,et al.  Effect of Soil Properties on Unsaturated Hydraulic Conductivity Pore-Interaction Factors , 1990 .

[5]  Y. Mualem A New Model for Predicting the Hydraulic Conductivity , 1976 .

[6]  Ole Wendroth,et al.  Unsaturated hydraulic conductivity from transient multistep outflow and soil water pressure data , 1994 .

[7]  Brent Clothier,et al.  Measuring unsaturated sorptivity and hydraulic conductivity using multiple disc permeameters , 1989 .

[8]  T. Illangasekare,et al.  A two-stage procedure for determining unsaturated hydraulic characteristics using a syringe pump and outflow observations , 1997 .

[9]  Peter J. Shouse,et al.  Scaling Parameter to Predict the Soil Water Characteristic from Particle-Size Distribution Data , 1999 .

[10]  H. Vereecken Estimating the unsaturated hydraulic conductivity from theoretical models using simple soil properties , 1995 .

[11]  P. Møldrup,et al.  One-parameter models for unsaturated hydraulic conductivity , 1998 .

[12]  G. Batchelor,et al.  An Introduction to Fluid Dynamics , 1968 .

[13]  T. J. Marshall A RELATION BETWEEN PERMEABILITY AND SIZE DISTRIBUTION OF PORES , 1958 .

[14]  G. Dagan,et al.  Hydraulic Conductivity of Soils: Unified Approach to the Statistical Models1 , 1978 .

[15]  Philippe C. Baveye,et al.  Determining the hydraulic properties of a swelling soil from a transient evaporation experiment , 1997 .

[16]  Scott W. Tyler,et al.  Application of Fractal Mathematics to Soil Water Retention Estimation , 1989 .

[17]  A. El‐Kadi,et al.  On estimating the hydraulic properties of soil, Part 2. A new empirical equation for estimating hydraulic conductivity for sands , 1985 .

[18]  W. M. Schuh,et al.  Effect of Soil Properties on Hydraulic Conductivity‐Moisture Relationships , 1986 .

[19]  J.H.M. Wösten,et al.  Testing an Artificial Neural Network for Predicting Soil Hydraulic Conductivity , 1996 .

[20]  M. Schaap,et al.  Using neural networks to predict soil water retention and soil hydraulic conductivity , 1998 .

[21]  J. Feyen,et al.  ESTIMATING UNSATURATED HYDRAULIC CONDUCTIVITY FROM EASILY MEASURED SOIL PROPERTIES , 1990 .

[22]  E. C. Childs,et al.  The permeability of porous materials , 1950, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

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

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