The possibility to link model parameters with soil properties is obstructed
if identification problems in inverse modeling of time domain reflectometr
y (TDR) waveforms occur. Therefore multiple objective functions, each assoc
iated with one model parameter, are sought for identification of probe (res
istance and length) and Debye (static permittivity, high-frequency permitti
vity, relaxation frequency, and bulk electrical conductivity) parameters in
TDR waveforms. An objective function could be defined for all six model pa
rameters. Some of the defined objective functions correspond with theoretic
al and experimental observations of earlier work. Other new insights have b
een obtained. For instance, it is possible to obtain estimates of high-freq
uency permittivity even when the reflection of the end of the probe has van
ished because of high salinity. Application of the found objective function
s on measured TDR waveforms yielded parameter values that compared well wit
h values obtained from several references. However, identification of a par
ameter is only possible if its true value lies within the frequency bandwid
th of TDR.