We compared three groups of models commonly used to describe the dependence
of relative nonwetting-phase permeability on phase saturation in porous me
dia and tested the capability of these models to predict relative air perme
abilities using two experimental data sets. The first group of models is pu
rely empirical, involving no fitting parameters. In models of the second ty
pe, denoted here as geometry-based models, relative nonwetting-phase permea
bility is derived from the wetting-phase retention curve on the basis of an
idealized concept of pore space geometry. According to these models, nonwe
tting-phase permeability should vary over the full range of saturation and
should be a function of total nonwetting-phase saturation. In models of the
third type this variation is limited to a narrower range based on the conc
ept that only part of the nonwetting phase contributes to permeability and
assuming that the relationship between the "effective" saturation of this c
ontinuous nonwetting phase can be described by the same mathematical functi
ons as between total nonwetting-phase saturation and relative permeability
in the geometry-based models. Since this implies some kind of analogy, we r
efer to this group of models as "analogy-based." We found that matching the
saturation at which nonwetting-phase permeability emerges, i.e., the emerg
ence point, is crucial for the description or prediction of relative nonwet
ting-phase permeability in the range of high wetting-phase saturations. Usi
ng analogy-based models which were derived from the geometry-based models b
y simply rescaling the effective saturation range to fit this endpoint, pre
dictions were found to depend sensitively on whether the Burdine or the Mua
lem model was chosen to relate the permeability function to the retention c
urve. Differences between these two approaches were found to be primarily d
ue to the different exponents in the tortuosity term. When we made this par
ameter flexible and determined it by curve-fitting from measured data, we o
btained very good fits of experimental air permeabilities.