A method of manufacturing a gallium nitride substrate, the method including forming a first buffer layer on a silicon substrate such that the first buffer layer has one or more holes therein; forming a second buffer layer on the first buffer layer such that the second buffer layer has one or more holes therein; and forming a GaN layer on the second buffer layer, wherein the one or more holes of the first buffer layer are filled by the second buffer layer.