A step of forming, on a surface of a semiconductor structure layer, easily-to-be-etched portions arranged on the basis of crystal directions on the surface of the semiconductor structure layer and a step of subjecting the surface of the semiconductor structure layer to wet etching to form an uneven structure surface including a plurality of protrusions derived from a crystal structure of the semiconductor structure layer on the surface of the semiconductor structure layer are included.