 The specific epithet ("rupestris") is a Latin word meaning "rocky", referring to the situation in which this species is usually found.Prince Regent gum grows in sand on sandstone ridges, including near the Prince Regent River, Mitchell River and Drysdale River National Park in the Kimberley region.This eucalypt is classified as "not threatened" in Western Australia by the Western Australian Government Department of Parks and Wildlife.