Explore details about location Oak Avenue. Oak Avenue is a location situated within the Elsmere alongside other areas such as Chestnut Avenue, Sanders Road, Poplar Avenue. Additionally, some smaller parts of Oak Avenue include specific areas like Baltimore Avenue adding to the diversity of its landscape.