Shelburne is a town in Chittenden County, Vermont, United States. It is located along the shores of Lake Champlain. Shelburne is a suburb of Burlington. Shelburne's town center is about south of Burlington's city's center. The population of Shelburne was 7,144 at the 2010 census.