Renouf Island is an uninhabited island in Qikiqtaaluk Region, Nunavut, Canada. Located in Hudson Bay, it is a member of the Belcher Islands group. It lies at the northern tip of Flaherty Island; with Wiegand Island, it closes Eskimo Harbour.