Explore details about location Palm Drive. Palm Drive is a location situated within the Collier County alongside other areas such as 3rd Street, Sussex Place, Little Blue Heron Court. Additionally, some smaller parts of Palm Drive include specific areas like El Paso Trail, Dilsa Lane adding to the diversity of its landscape.