Explore details about location Lone Palm Drive. Lone Palm Drive is a location situated within the San Luis Obispo County alongside other areas such as Pier Avenue, Pomeroy Road, Montana de Oro State Park. Additionally, some smaller parts of Lone Palm Drive include specific areas like San Simeon State Park adding to the diversity of its landscape.