The permeabilities and dispersivities of geologic media are known to v
ary with the scale of observation. Particularly well documented is the
consistent increase in apparent longitudinal dispersivity with the me
an travel distance of a tracer. This has been previously interpreted b
y the author to imply that the permeabilities of many geologic media s
cale, on the average, according to the power-law semivariogram gamma (
s) = c square-root s where c is a constant and s is distance. Tracer t
est data support this conclusion indirectly at least over scales from
10 cm to 3,500 m. The present paper cites evidence for such behavior o
ver scales from 10 cm to 45 km based directly on permeability and tran
smissivity data. The paper then investigates theoretically the implica
tions of such power-law behavior on the equivalent permeability of a b
lock of rock having a characteristic length (support scale) L. It pred
icts that the equivalent isotropic permeability should generally decre
ase with L in one-dimensional media, increase with L in three-dimensio
nal media, and show no systematic variation with L in two-dimensional
media. This prediction appears to be consistent with observations.