Calibration of Richards' and convection–dispersion equations to field-scale water flow and solute transport under rainfall conditions

Abstract In this paper, the applicability of Richards' equation for water flow and the convection–dispersion equation for solute transport is evaluated to model field-scale flow and transport under natural boundary conditions by using detailed experimental data and inverse optimization. The data consisted of depth-averaged time series of water content, pressure head and resident solute concentration data measured several times a day during 384 d. In a first approach, effective parameters are estimated using the time series for one depth and assuming a homogeneous soil profile. In a second approach, all time series were used simultaneously to estimate the parameters of a multi-layered soil profile. Water flow was described by the Richards' equation and solute transport either by the equilibrium convection–dispersion (CDE) or the physical non-equilibrium convection–dispersion (MIM) equation. To represent the dynamics of the water content and pressure head data, the multi-layered soil profile approach gave better results. Fitted soil hydraulic parameters were comparable with parameters obtained with other methods on the same soil. At larger depths, both the CDE- and MIM-models gave acceptable descriptions of the observed breakthrough data, although the MIM performed somewhat better in the tailing part. Both models underestimated significantly the fast breakthrough. To describe the breakthrough curves at the first depth, only the MIM with a mixing layer close to the soil surface gave acceptable results. Starting from an initial value problem with solutes homogeneously distributed over the mobile and immobile water phase was preferable compared to the incorporation of a small layer with only mobile water near the soil surface.

[1]  Per-Erik Jansson,et al.  Modelling water and solute transport in macroporous soil. I. Model description and sensitivity analysis , 1991 .

[2]  Mitsuhiro Inoue,et al.  Simultaneous estimation of soil hydraulic and solute transport parameters from transient infiltration experiments , 2000 .

[3]  D. Marquardt An Algorithm for Least-Squares Estimation of Nonlinear Parameters , 1963 .

[4]  W. Durner,et al.  Modeling Transient Water and Solute Transport in a Biporous Soil , 1996 .

[5]  G. D. Rooij,et al.  Preferential flow in water repellent sandy soils; model development and lysimeter experiments. , 1996 .

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

[7]  W. R. Gardner,et al.  Miscible Displacement: An Interacting Flow Region Model , 1992 .

[8]  R. Wagenet,et al.  A Multiregion Model Describing Water Flow and Solute Transport in Heterogeneous Soils , 1995 .

[9]  E. Tollner,et al.  Anion Transport in a Piedmont Ultisol: II. Local-Scale Parameters , 1996 .

[10]  Hannes Flühler,et al.  An experimental study of solute transport in a stony field soil , 1987 .

[11]  Willem Bouten,et al.  Assessing temporal variations in soil water composition with time domain reflectometry , 1995 .

[12]  Hannes Flühler,et al.  Transport of Chloride Through an Unsaturated Field Soil , 1991 .

[13]  Markus Flury,et al.  Transport of bromide and chloride in a sandy and a loamy field soil , 1993 .

[14]  B. Mohanty,et al.  New piecewise‐continuous hydraulic functions for modeling preferential flow in an intermittent‐flood‐irrigated field , 1997 .

[15]  Karim C. Abbaspour,et al.  Inverse parameter estimation in a layered unsaturated field soil , 2000 .

[16]  P. Jardine,et al.  Quantifying the diffusive mass transfer of nonreactive solutes in columns of fractured saprolite using flow interruption , 1996 .

[17]  R. Kasteel Solute transport in an unsaturated field soil , 1997 .

[18]  Philippe Ackerer,et al.  Determining Soil Hydraulic Properties by Inverse Method in One-Dimensional Unsaturated Flow , 1997 .

[19]  M. Vanclooster,et al.  Parameter uncertainty in the mobile-immobile solute transport model , 1997 .

[20]  J. Feyen,et al.  Analysis of steady state chloride transport through two heterogeneous field soils , 1998 .

[21]  Alex S. Mayer,et al.  Development and application of a coupled-process parameter inversion model based on the maximum likelihood estimation method , 1999 .

[22]  J. Feyen,et al.  Comparison of three hydraulic property measurement methods , 1997 .

[23]  Tammo S. Steenhuis,et al.  A numerical model for preferential solute movement in structured soils. , 1990 .

[24]  B. Mohanty,et al.  Preferential transport of nitrate to a tile drain in an intermittent‐flood‐irrigated field: Model development and experimental evaluation , 1998 .

[25]  V. Snow,et al.  Solute transport in a layered field soil: Experiments and modelling using the convection-dispersion approach , 1994 .

[26]  T. Steenhuis,et al.  Model for Nonreactive Solute Transport in Structured Soils with Continuous Preferential Flow Paths , 1998 .

[27]  William W.-G. Yeh,et al.  Coupled inverse problems in groundwater modeling - 1. Sensitivity analysis and parameter identification. , 1990 .

[28]  Marcel G. Schaap,et al.  Modeling flow and transport processes at the local scale , 1999 .

[29]  W. Durner Hydraulic conductivity estimation for soils with heterogeneous pore structure , 1994 .

[30]  D. A. Barry,et al.  Nonequilibrium solute transport parameters and their physical significance: numerical and experimental results , 1997 .

[31]  William A. Jury,et al.  Field scale transport of bromide in an unsaturated soil: 2. Dispersion modeling , 1989 .

[32]  M. Vanclooster,et al.  Determining Convective Lognormal Solute Transport Parameters from Resident Concentration Data , 1996 .

[33]  Jesús Carrera,et al.  Coupled estimation of flow and solute transport parameters , 1996 .

[34]  R. Carsel,et al.  Developing joint probability distributions of soil water retention characteristics , 1988 .

[35]  Jack C. Parker,et al.  Parameter estimation for coupled unsaturated flow and transport , 1989 .

[36]  B. Mohanty,et al.  Water and chloride transport in a fine-textured soil: field experiments and modeling. , 2000 .

[37]  Hannes Flühler,et al.  Lateral solute mixing processes — A key for understanding field-scale transport of water and solutes , 1996 .

[38]  J. Feyen,et al.  Spatial analysis of saturated hydraulic conductivity in a soil with macropores , 1997 .

[39]  Michael Chendorain,et al.  Characterization of Macropore Flow Mechanisms in Soil by Means of a Split Macropore Column , 1999 .

[40]  Hannes Flühler,et al.  SUSCEPTIBILITY OF SOILS TO PREFERENTIAL FLOW OF WATER : A FIELD STUDY , 1994 .

[41]  M. Vanclooster,et al.  Transect study on solute transport in a macroporous soil , 1996 .

[42]  Stephen R. Green,et al.  Characterizing Water and Solute Movement by Time Domain Reflectometry and Disk Permeametry , 1996 .

[43]  M. V. Genuchten,et al.  Estimating unsaturated soil hydraulic properties from laboratory tension disc infiltrometer experiments , 1999 .

[44]  M. Vanclooster,et al.  Overview of inert tracer experiments in key belgian soil types: Relation between transport and soil morphological and hydraulic properties , 2001 .

[45]  M. V. Genuchten,et al.  Mass transfer studies in sorbing porous media. I. Analytical solutions , 1976 .

[46]  R. Schoen,et al.  Modelling of solute transport in a large undisturbed lysimeter, during steady-state water flux , 1999 .

[47]  Karim C. Abbaspour,et al.  Uncertainty in Estimation of Soil Hydraulic Parameters by Inverse Modeling: Example Lysimeter Experiments , 1999 .

[48]  M. V. Genuchten,et al.  A dual-porosity model for simulating the preferential movement of water and solutes in structured porous media , 1993 .

[49]  J. Feyen,et al.  Solute Transport for Steady‐State and Transient Flow in Soils with and without Macropores , 2000 .

[50]  M. V. Genuchten,et al.  Parameter Determination for Chloride and Tritium Transport in Undisturbed Lysimeters during Steady Flow , 1992 .

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