Recent studies have demonstrated that spatial heterogeneities in voida
ge and pore size, over lengthscales of 0.1-1 mm, significantly affect
the transport of liquids within a given porous medium. Nuclear magneti
c resonance imaging is used to probe the structure of porous catalyst
support pellets, and four image analysis techniques characterize the d
egree and nature of heterogeneities observed in the spin-lattice relax
ation-time images of six pellets taken from the same batch. Power-spec
trum, cluster-size, and percolation analysis reveal significant differ
ences in spatial correlations and topological characteristics of the s
ir images. The fractal dimension of all the images, however, is the sa
me suggesting that this quantity characterizes the intrinsic heterogen
eities associated with the particular batch of porous pellets studied
in this work. The results suggest that structural models of such pelle
ts should account for these macroscopic variations in pellet structure
, as characterized here.