Using first-principles calculations,we predict a Chern insulating phase in thin films of the ferromagnetic semimetal GdN.In contrast to previously proposed Chern insulator candidates,which mostly rely on honeycomb lattices,this system affords a great chance to realize the quantum anomalous Hall effect on a square lattice without either a magnetic substrate or transition metal doping,making synthesis easier.