Aggregation of isotropic autoregressive fields

► Aggregation of isotropic four nearest neighbors autoregressive models on the lattice. ► A Large class of random AR coefficients is considered. ► The spectral density of the resulting random field is studied in details. ► The aggregated field may exhibit short memory or isotropic long memory.