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Hydro-Mechanical Properties of an Unsaturated Frictional Material

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2.6. IDENTIFICATION OF HYDRAULIC FUNCTIONS USING INVERSE<br />

PROCEDURES<br />

Fig. 2.27 shows results <strong>of</strong> indirectly estimated hydraulic conductivity functions using the<br />

above introduced statistical models in correlation with the soil-water characteristic curves<br />

given in the previous section. The model by Fredlund et al. (1994) is restricted to use only<br />

in combination with their proposed soil-water characteristic curve. The relative hydraulic<br />

conductivity versus effective saturation as well as unsaturated hydraulic conductivity versus<br />

suction are shown.<br />

2.6 Identification <strong>of</strong> Hydraulic Functions using Inverse Procedures<br />

The use <strong>of</strong> inverse modeling techniques has increased in the past years. In comparison to the<br />

determination <strong>of</strong> hydraulic functions using conventional experiments performed under equilib-<br />

rium condition inverse modeling is a fast method to estimate unsaturated hydraulic functions<br />

using measurements from outflow <strong>an</strong>d inflow experiments. With increase in computer power<br />

inverse methods based on parameter optimization for soil hydraulic functions have been de-<br />

veloped for estimation <strong>of</strong> unsaturated hydraulic properties. Traditionally experimental results<br />

from following inflow/ outflow tests were utilized for inverse procedures:<br />

- one-step method including water outflow data<br />

- one-step method including water outflow data plus pressure head measurements<br />

- multistep method including water outflow data<br />

- multistep method including water outflow data plus pressure head measurements<br />

- continuous flow method including flow data <strong>an</strong>d pressure head or water content mea-<br />

surements<br />

The set up <strong>of</strong> the experiment as well as the boundary conditions have to be selected carefully to<br />

guar<strong>an</strong>tee unique <strong>an</strong>d robust identification <strong>of</strong> the unsaturated hydraulic parameter set. In the<br />

last years several researchers applied the inverse approach to one-step outflow experiments, but<br />

encountered problems with the non-uniqueness <strong>of</strong> the solution. Differences between inversely<br />

determined <strong>an</strong>d independently measured data were found. Carrera & Neum<strong>an</strong>n (1986) defined<br />

criteria <strong>of</strong> uniqueness, stability <strong>an</strong>d identifiability for inverse problems. The use <strong>of</strong> inverse<br />

methods for the determination <strong>of</strong> unsaturated flow parameters using tr<strong>an</strong>sient experimental<br />

data was first reported by Zachm<strong>an</strong>n et al. (1981, 1982). State <strong>of</strong> the art report for inverse<br />

modeling <strong>of</strong> flow experiments is given in Durner et al. (1999).<br />

- Inverse procedure using experimental results derived from the One-step method<br />

Kool et al. (1985a) investigated the feasibility <strong>of</strong> the determination <strong>of</strong> unsaturated<br />

hydraulic functions using cumulative outflow measurements from one-step pressure<br />

57

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