We present a critical view of the analysis of experimental island densities
acquired as a function of temperature in terms of barriers and prefactors
for tracer diffusion at surfaces. We investigate the achievable precision f
or methods ranging from simple application of scaling laws, via integration
of mean-held rate equations within various approximations for the capture
rates, to kinetic Monte Carlo simulations that account for the various isla
nd shapes realized on square and hexagonal lattices. The discussion of theo
retical models will be accompanied by variable temperature STM data for the
nucleation of Ag on a Pt(lll) surface. We introduce experimental methods t
o test for dimer diffusion and dissociation, as well as for transient mobil
ity of monomers. Density scaling is analyzed in the presence of post-deposi
tion mobility and easy adatom attachment to islands and other monomers. Fro
m extended kinetic Monte Carlo simulations,we establish density scaling for
the various island shapes on square and hexagonal lattices for coverages u
p to percolation, which is particularly relevant for methods working in rec
iprocal space. [S0163-1829(99)01231-X].