Carleton-sur-Mer is the fifth largest town of the Gaspésie's south shore, in southeastern Quebec, Canada, located on Route 132, along Chaleu…Carleton-sur-Mer is the fifth largest town of the Gaspésie's south shore, in southeastern Quebec, Canada, located on Route 132, along Chaleur Bay. It is the seat of the Avignon Regional County Municipality.