This paper introduces 2D lognormal diffusion random fields through their
transition densities and studies the main analytical and statistical characteristics of
these fields, based on the theoretical formulation for diffusion random fields given
in [14]. Lognormal diffusions are characterized here in terms of stochastic partial
differential equations, and Kolmogorov’s forward equation is obtained.
