Explore details about location Pelican Harbor Drive. Pelican Harbor Drive is a location situated within the Miami alongside other areas such as Northeast 58th Street, Northwest 24th Avenue, Northeast 73rd Street. Additionally, some smaller parts of Pelican Harbor Drive include specific areas like North Bayshore Drive adding to the diversity of its landscape.