Inverse Es ma on of Soil Hydraulic and Root Distribu on Parameters from Lysimeter Data

We inves gated the feasibility of simultaneous iden fi ca on of soil hydraulic and rootdistribu on parameters by inverse simula on of soil water fl ow in monolithic lysimeters under atmospheric boundary condi ons using the Richards equa on and a macroscopic root water uptake model. Weighable lysimeters are powerful test systems for this purpose because the boundary fl uxes (precipita on, actual evapotranspira on, and seepage across the bo om) can be determined very precisely. We analyzed the amount of informa on needed for the unique iden fi ca on of parameters and inves gated the magnitude of their uncertain es. First, we examined synthe c data sets for diff erent scenarios and instrumenta on campaigns that diff ered in their informa on content and complexity of soil proper es. Atmospheric boundary condi ons as measured at the lysimeter sta on in Wagna, Austria, were used as forcing data. The results show that for homogeneous profi les, cumula ve ou low and profi le-averaged water content data contain enough system informa on to allow the simultaneous es ma on of soil hydraulic proper es and root-distribu on parameters. In contrast, for soil profi les consis ng of two layers, unique soil hydraulic parameters and the correct roo ng depth could only be es mated if matric poten al measurements from both layers were included in the objec ve func on. Finally, soil hydraulic properes of the grass-reference lysimeter in Wagna were es mated using real measurements. Water dynamics in the lysimeter could be described well by an eff ec ve parameteriza on assuming a homogeneous soil profi le. Furthermore, the system behavior under diff erent boundary condi ons could be predicted adequately with the es mated parameters. This demonstrates the usefulness of the iden fi ed system proper es for predic ve modeling.

[1]  Wolfgang Durner,et al.  Free‐form estimation of the unsaturated soil hydraulic properties by inverse modeling using global optimization , 2007 .

[2]  J. Vrugt,et al.  Inverse Modeling of Subsurface Flow and Transport Properties: A Review with New Developments , 2008 .

[3]  R. H. Brooks,et al.  Hydraulic Properties of Porous Media and Their Relation to Drainage Design , 1964 .

[4]  Marnik Vanclooster,et al.  Using inverse methods for estimating soil hydraulic properties from field data as an alternative to direct methods , 2003 .

[5]  J. Fank,et al.  Modular Design of Field Lysimeters for Specific Application Needs , 2008 .

[6]  James E. Ayars,et al.  Inverse Analysis of Upward Water Flow in a Groundwater Table Lysimeter , 2005 .

[7]  Analysis of the Agreement of Soil Hydraulic Properties Obtained from Multistep‐Outflow and Evaporation Methods , 2010 .

[8]  Jasper A. Vrugt,et al.  Calibration of a two-dimensional root water uptake model , 2001 .

[9]  Equivalent Soil Pore Geometry to Determine Effective Water Permeability , 2006 .

[10]  Y. Mualem,et al.  Hysteretical models for prediction of the hydraulic conductivity of unsaturated porous media , 1976 .

[11]  Marnik Vanclooster,et al.  Estimation of root water uptake parameters by inverse modeling with soil water content data , 2003 .

[12]  W. L. Powers Physical Edaphology: The Physics of Irrigated and Non-irrigated Soils , 1974 .

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

[14]  T. Harter,et al.  Upscaling Hydraulic Properties and Soil Water Flow Processes in Heterogeneous Soils: A Review , 2007 .

[15]  Fred J. Molz,et al.  Models of water transport in the soil‐plant system: A review , 1981 .

[16]  Tobias Pfaff,et al.  Field-scale apparent hydraulic parameterisation obtained from TDR time series and inverse modelling , 2009 .

[17]  K. Roth Scaling of water flow through porous media and soils , 2007 .

[18]  M. Vanclooster,et al.  On the identification of macroscopic root water uptake parameters from soil water content observations , 2002 .

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

[20]  Jasper A. Vrugt,et al.  One‐, two‐, and three‐dimensional root water uptake functions for transient modeling , 2001 .

[21]  W. Durner,et al.  Combined Transient Method for Determining Soil Hydraulic Properties in a Wide Pressure Head Range , 2011 .

[22]  L. S. Pereira,et al.  Crop evapotranspiration : guidelines for computing crop water requirements , 1998 .

[23]  Willem Bouten,et al.  A method for identifying optimum strategies of measuring soil water contents for calibrating a root water uptake model , 2000 .

[24]  R. Meissner,et al.  Advances In Out Door Lysimeter Techniques , 2008 .

[25]  Mathieu Javaux,et al.  A one-dimensional model of water flow in soil-plant systems based on plant architecture , 2011, Plant and Soil.

[26]  Miroslav Šejna,et al.  Development and Applications of the HYDRUS and STANMOD Software Packages and Related Codes , 2008 .

[27]  J. H. Dane Soil Hydraulic Func ons Determined from Measurements of Air Permeability , Capillary Modeling , and High-Dimensional Parameter , 2022 .

[28]  W. Jury,et al.  Numerical analysis of the effect of the lower boundary condition on solute transport in lysimeters , 1999 .

[29]  W. Bouten,et al.  Potentials and limitations of modeling vertical distributions of root water uptake of an Austrian pine forest on a sandy soil , 2000 .

[30]  iří Šimůneka,et al.  Modeling compensated root water and nutrient uptake , 2008 .

[31]  W. Durner,et al.  Consistent parameter constraints for soil hydraulic functions , 2011 .

[32]  Rainer Schulin,et al.  Quantitative Imaging of Infiltration, Root Growth, and Root Water Uptake via Neutron Radiography , 2008 .

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

[34]  Henrik Madsen,et al.  Sensitivity of soil parameters in unsaturated zone modelling and the relation between effective, laboratory and in situ estimates , 2005 .

[35]  J. Dam,et al.  Uncertainty in the determination of soil hydraulic parameters and its influence on the performance of two hydrological models of different complexity , 2009 .

[36]  W. Durner,et al.  Extended multistep outflow method for the accurate determination of soil hydraulic properties near water saturation , 2010 .

[37]  Heike Puhlmann,et al.  Multistep outflow experiments to derive a soil hydraulic database for forest soils , 2009 .