Swan Island is a 1.4 km2 sand barrier island which, with Duck Island and the Edwards Point spit, separate Swan Bay from Port Phillip in Victoria, Australia. It lies close to and north of the town of Queenscliff at the eastern end of the Bellarine Peninsula, and is an official bounded locality of the Borough of Queenscliffe.

The Swan Bay is a shallow, 30-square-kilometre (12 sq mi) marine embayment at the eastern end of the Bellarine Peninsula in Port Phillip, Victoria, Australia. The township of Queenscliff lies at its southern end, and St Leonards at its northern. It is partly separated from Port Phillip by Swan Island, Duck Island and Edwards Point. Most of the area is included in the Port Phillip Heads Marine National Park as well as being listed as a wetland of international importance under the Ramsar Convention as part of the Port Phillip Bay and Bellarine Peninsula Ramsar Site. The bay is part of the Swan Bay and Port Phillip Bay Islands Important Bird Area, identified as such by BirdLife International because of its importance for orange-bellied parrots, waders and seabirds.