We study the convergence of iterates of quadratic stochastic operators that are mean monotonic. They are defined on the convex set of probability measures concentrated on a weakly compact order interval S = [0, f ] of a fixed Banach lattice F. We study their regularity and identify the limits of trajectories either as the "infimum" or "supremum" of the support of initial distributions.