Rumpa Island is an island in the east part of Lutzow-Holm Bay, 5 nautical miles (9 km) northwest of Langhovde-kita Point. Mapped by Norwegian cartographers from air photos taken by the Lars Christensen Expedition, 1936–37, and named Rumpa.