With appropriate modi cations, the Ho man{Ribak algorithm that constructs constrained realizations of Gaussian random elds having the correct ensemble properties can also be used to construct constrained realizations of those non-Gaussian random elds that are obtained by transformations of an underlying Gaussian eld. For example, constrained realizations of lognormal, generalized Rayleigh, and ...