Explore details about location Asbury Avenue. Asbury Avenue is a location situated within the Calhoun County alongside other areas such as Jacksonville, Jewell Road, Anniston. Additionally, some smaller parts of Asbury Avenue include specific areas like Calhoun Avenue, West 45th Street, David Avenue adding to the diversity of its landscape.