Definitions for june bug
Random House Webster's College Dictionary
any of several large brown beetles of the genus Phyllophaga, of the scarab family, appearing in late spring and early summer.
Origin of June bug:
June beetle, June bug, May bug, May beetle(noun)
any of various large usually brown North American leaf-eating beetles common in late spring; the larvae feed on roots of grasses etc.