Lost Dauphin State Park is located near the Fox River in Brown County, about four miles south of the city of De Pere. Lost Dauphin State Park is a small 19-acre gem along the Fox River in Brown County. The park is managed locally and offers rolling hiking trails and picnicking opportunities.