O. Malcai et al., SCALING RANGE AND CUTOFFS IN EMPIRICAL FRACTALS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 56(3), 1997, pp. 2817-2828
Fractal structures appear in a vast range of physical systems. A liter
ature survey including all experimental papers on fractals which appea
red in the six Physical Review journals (A-E and Letters) during the 1
990s shows that experimental reports of fractal behavior are typically
based on a scaling range Delta that spans only 0.5-2 decades. This ra
nge is limited by upper and lower cutoffs either because further data
are not accessible or due to crossover bends. Focusing on spatial frac
tals, a classification is proposed into (a) aggregation, (b) porous me
dia, (c) surfaces and fronts, (d) fracture, and (e) critical phenomena
. Most of these systems [except for class (e)] involve processes far f
rom thermal equilibrium. The fact that for self-similar fractals [in c
ontrast to the self-affine fractals of class (c)] there are hardly any
exceptions to the finding of Delta less than or equal to 2 decades, r
aises the possibility that the cutoffs are due to intrinsic properties
of the measured systems rather than the specific experimental conditi
ons and apparatus. To examine the origin of the limited range we focus
on a class of aggregation systems. In these systems a molecular beam
is deposited on a surface, giving rise to nucleation and growth of dif
fusion-limited-aggregation-like clusters. Scaling arguments are used t
o show that the required duration of the deposition experiment increas
es exponentially with h. Furthermore, using realistic parameters for s
urfaces such as Al(111) it is shown that these considerations limit th
e range of fractal behavior to less than two decades in agreement with
the experimental findings. It is conjectured that related kinetic mec
hanisms that limit the scaling range are common in other nonequilibriu
m processes that generate spatial fractals.