Explore details about location Railroad Avenue. Railroad Avenue is a location situated within the Stafford Township alongside other areas such as Sailing Road, 1st Avenue, Stafford Park Blvd. Additionally, some smaller parts of Railroad Avenue include specific areas like Morris Boulevard adding to the diversity of its landscape.