F. Colaiori et al., ANALYTICAL AND NUMERICAL STUDY OF OPTIMAL CHANNEL NETWORKS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 55(2), 1997, pp. 1298-1310
We analyze the optimal channel network model for river networks Using
both analytical and numerical approaches. This is a lattice model in w
hich a functional describing the dissipated energy is introduced and m
inimized in order to find the optimal configurations. The fractal char
acter of river networks is reflected ill the power-law behavior of var
ious quantities characterizing the morphology of the basin, In the con
text of a finite-size scaling ansatz, the exponents describing the pow
er-law behavior are calculated exactly and show mean-field behavior, e
xcept for two limiting values of a parameter characterizing the dissip
ated energy, for which the system belongs to different universality cl
asses. Two modified versions of the model, incorporating quenched diso
rder, are considered: the first simulates heterogeneities in the local
properties of the soil and the second considers the effects of a nonu
niform rainfall. In the region of mean-field behavior, the model is sh
own to be robust for both kinds of perturbations. In the two limiting
cases the random rainfall is still irrelevant, whereas the heterogenei
ty in the soil properties leads to different universality classes. Res
ults of a numerical analysis of the model are reported that confirm an
d complement the theoretical analysis of the global minimum. The stati
stics of the local minima are found to resemble more strongly observat
ional data on real rivers.