Explore details about location Sierra Madre Drive. Sierra Madre Drive is a location situated within the Hillsborough County alongside other areas such as Sundial Loop, Newham Way, Ware Boulevard. Additionally, some smaller parts of Sierra Madre Drive include specific areas like Hillsborough Avenue adding to the diversity of its landscape.