A method of forming a semiconductor layer is provided. The method includes forming a plurality of nanorods on a substrate and forming a lower semiconductor layer on the substrate so as to expose at least portions of the nanorods. The nanorods are removed so as to form voids in the lower semiconductor layer, and an upper semiconductor layer is formed on an upper portion of the lower semiconductor layer and the voids.