Explore details about location Midland Avenue. Midland Avenue is a location situated within the Oceana County alongside other areas such as South Glen Road, Baseline Road, Starhill Drive. Additionally, some smaller parts of Midland Avenue include specific areas like Kenney, West Oceana Drive, East Park Street adding to the diversity of its landscape.