Explore details about location Ferndale Avenue. Ferndale Avenue is a location situated within the St. Joseph alongside other areas such as Candleberry Drive, East Woodland Drive, Spring Street. Additionally, some smaller parts of Ferndale Avenue include specific areas like 6th Avenue adding to the diversity of its landscape.