Melting snow, graupel, and hail are often modeled as uniform mixtures of ai
r-ice-water or ice-water. Two-layered models have also been proposed in whi
ch the particle consists of a dry snow or ice core surrounded by water or a
wet snow mixture. For bath types of particle models, the mixtures are char
acterized by effective dielectric constants. This information, along with p
article shape, size, and orientation, provides the necessary data for calcu
lating the scattering characteristics of the particles. The most commonly u
sed formulas for the effective dielectric constant, epsilon(eff), are those
of Maxwell Garnett and Bruggeman. To understand the applicability and limi
tations of these formulas, an expression for epsilon(eff) is derived that d
epends on the mean internal electric fields within each component of the mi
xture. Using a conjugate gradient numerical method, the calculations are ca
rried out for ice-water mixtures. Parameterization of the results in terms
of the fractional water volume and the electromagnetic wavelength provides
an expression for epsilon(eff) for wavelengths between 3 and 28 mm. To circ
umvent the laborious task of parameterizing epsilon(eff) with wavelength fo
r air-ice-water mixtures, several approximate formulations are proposed. Te
sts of the accuracy of the formulas are made by calculating the mean and va
riance from different particle realizations and by comparison to a previous
method. Tests of the applicability of the formulas for epsilon(eff) are ma
de by changing the shape, size, and orientations of the inclusions. While t
he formulas are adequate over a certain range of inclusion sizes and for a
change in shape from cubic to spherical, they are not applicable to highly
eccentric, aligned inclusions such as rods or plates.