Explore details about location Black Olive Boulevard. Black Olive Boulevard is a location situated within the Delray Beach alongside other areas such as East Linton Boulevard, Southeast 12th Road, Mango Drive. Additionally, some smaller parts of Black Olive Boulevard include specific areas like Catherine Drive adding to the diversity of its landscape.