The Burin Peninsula is a Canadian peninsula found on the south coast of the island of Newfoundland in the province of Newfoundland and Labrador . The Burin Peninsula is a Canadian peninsula located on the south coast of the island of Newfoundland in the province of Newfoundland and Labrador .