We discuss the link between uncorrelated noise and the Hurst exponent for o
ne- and two-dimensional interfaces. We show that long range correlations ca
nnot be observed using one-dimensional cuts through two-dimensional self-af
fine surfaces whose height distributions are characterized by a Hurst expon
ent H lower than-1/2. In this domain, fractional and white noise are not di
stinguishable. A method analyzing the correlations in two dimensions is nec
essary. For H>-1/2, a crossover regime leads to an systematic overestimate
of the Hurst exponent.