A cavity-containing layer having a plurality of cavities is formed on a growth substrate by carrying out in alternating fashion a plurality of cycles of a first and second growth steps of growing a group III nitride at growth rates different from each other. The semiconductor epitaxial layer is subsequently formed on the cavity-containing layer, after which a support substrate is bonded to the semiconductor epitaxial layer. The growth substrate is separated from the cavity-containing layer.