We consider an infinitely divisible random field in $\mathbb{R}^d$ given as an integral of a kernel function with respect to a Lévy basis. Under mild regularity conditions we derive central limit theorems for the moment estimators of the mean and the variogram of the field.

Keywords: central limit theorem; infinite divisibility; Lévy-based modelling