Revisiting Vereecken Pedotransfer Functions: Introducing a Closed‐Form Hydraulic Model

We revisited the Vereecken database, which has been used to derive pedotransfer funcƟ ons (PTFs) to esƟ mate the soil hydraulic parameters of Belgian soils. We developed new PTFs based on the Mualem-van Genuchten model, constrain- ing m = 1 − 1/n and using fewer parameters. The goodness-of-fi t was similar to the one originally obtained by Vereecken. We used a one-step procedure that allows direct quanƟ fi caƟ on of the correlaƟ on matrix and the uncertainƟ es of the esƟ mated parameter values. The coeffi cients of the new PTFs were esƟ mated using a global search algorithm and they were validated against independent data. The PTFs have a wider range of applicability since: (i) they allow the use of the closed-form soluƟ on of the unsaturated hydraulic conducƟ vity in the Mualem-van Genuchten model; and (ii) they consider the eff ect of macroporosity. We determined that the hydraulic conducƟ vity measured close to saturaƟ on could not be esƟ mated based on the available esƟ mators; however, the hydraulic conducƟ vity in the matrix domain was predicted with high accuracy.

[1]  Hans-Jörg Vogel,et al.  Hydropedology: Synergistic integration of pedology and hydrology , 2006 .

[2]  Marnik Vanclooster,et al.  Scale-dependency of the hydraulic properties of a variably saturated heterogeneous sandy subsoil , 2006 .

[3]  Arnold Neumaier,et al.  Global Optimization by Multilevel Coordinate Search , 1999, J. Glob. Optim..

[4]  Y. Pachepsky,et al.  Development of pedotransfer functions in soil hydrology , 2004 .

[5]  Y. A. Pachepskya,et al.  Hydropedology and pedotransfer functions , 2006 .

[6]  A. Walkley,et al.  AN EXAMINATION OF THE DEGTJAREFF METHOD FOR DETERMINING SOIL ORGANIC MATTER, AND A PROPOSED MODIFICATION OF THE CHROMIC ACID TITRATION METHOD , 1934 .

[7]  Marnik Vanclooster,et al.  A global multilevel coordinate search procedure for estimating the unsaturated soil hydraulic properties , 2002 .

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

[9]  J. Wösten,et al.  Development and use of a database of hydraulic properties of European soils , 1999 .

[10]  N. Jarvis A review of non‐equilibrium water flow and solute transport in soil macropores: principles, controlling factors and consequences for water quality , 2007 .

[11]  Marcel G. Schaap,et al.  Improved Prediction of Unsaturated Hydraulic Conductivity with the Mualem‐van Genuchten Model , 2000 .

[12]  G. R. Blake,et al.  A Field Study of Soil Water Depletion Patterns in Presence of Growing Soybean Roots: I. Determination of Hydraulic Properties of the Soil1 , 1975 .

[13]  Karl Auerswald,et al.  Regionalization of soil water retention curves in a highly variable soilscape, I. Developing a new pedotransfer function , 1997 .

[14]  J. Parker,et al.  Analysis of the inverse problem for transient unsaturated flow , 1988 .

[15]  Marc Van Meirvenne,et al.  Comparison of Unimodal Analytical Expressions for the Soil-Water Retention Curve , 2005 .

[16]  Marnik Vanclooster,et al.  Predicted drainage for a sandy loam soil: sensitivity to hydraulic property description , 1998 .

[17]  M. Schaap,et al.  ROSETTA: a computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions , 2001 .

[18]  Johan Bouma,et al.  Assessing the suitability of soils with macropores for subsurface liquid waste disposal , 1983 .

[19]  R. Yost,et al.  CORN RESPONSE TO SPATIAL VARIABILITY OF RESIDUAL POTASSIUM , 1989 .

[20]  Eckart Priesack,et al.  Closed‐Form Expression for the Multi‐Modal Unsaturated Conductivity Function , 2006 .

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

[22]  Harry Vereecken,et al.  ESTIMATING THE SOIL MOISTURE RETENTION CHARACTERISTIC FROM TEXTURE, BULK DENSITY, AND CARBON CONTENT , 1989 .

[23]  Steffen Zacharias,et al.  Excluding Organic Matter Content from Pedotransfer Predictors of Soil Water Retention , 2007 .

[24]  A. Mermoud,et al.  Comparative analysis of three methods to generate soil hydraulic functions , 2006 .

[25]  Andre Peters,et al.  Improved estimation of soil water retention characteristics from hydrostatic column experiments , 2006 .

[26]  W. R. Gardner SOME STEADY‐STATE SOLUTIONS OF THE UNSATURATED MOISTURE FLOW EQUATION WITH APPLICATION TO EVAPORATION FROM A WATER TABLE , 1958 .

[27]  Hans-Jörg Vogel,et al.  Validity limits for the van Genuchten–Mualem model and implications for parameter estimation and numerical simulation , 2006 .

[28]  K. Kosugi Lognormal Distribution Model for Unsaturated Soil Hydraulic Properties , 1996 .

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

[30]  Nunzio Romano,et al.  Effectiveness of using pedo-transfer functions to quantify the spatial variability of soil water retention characteristics , 1997 .

[31]  M. Th. van Genuchten,et al.  Effect of the shape of the soil hydraulic functions near saturation on variably-saturated flow predictions , 2000 .

[32]  Johan Bouma,et al.  Using Soil Survey Data for Quantitative Land Evaluation , 1989 .

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

[34]  Allan Lilly,et al.  Using soil morphological attributes and soil structure in pedotransfer functions , 2004 .

[35]  M. Tapkenhinrichs,et al.  Evaluation of Pedo-Transfer Functions , 1993 .

[36]  Hans-Jörg Vogel,et al.  Moving through scales of flow and transport in soil , 2003 .

[37]  Yakov A. Pachepsky,et al.  Revitalizing pedology through hydrology and connecting hydrology to pedology , 2006 .

[38]  Marc Van Meirvenne,et al.  Evaluation of Pedotransfer Functions for Predicting the Soil Moisture Retention Curve , 2001 .