Geomorphological and environmental contexts of deep-water coral mound diversity in the Strait of Florida Thiago B.S. Correa A suite of sensors from an Autonomous Underwater Vehicle (AUV) provided us with a high-resolution dataset for five deep-water sites in the Strait of Florida. By comparing backscatter intensity with substrate cover (based on submersible track video groundtruthing), I determined that higher backscatter intensity corresponds with harder substrates. This relationship, in conjunction with other techniques that are currently being explored, will allow us to classify the abundance and distribution of epibenthic fauna on deep-water corals in the Strait of Florida. Although deep-water corals has been studied in the Florida-Bahamas-Hatteras region for more than half of a century, the techniques applied (echo sounders, dredges, sub-bottom profilers, and submersibles) were not capable of producing fine-scale spatial maps and therefore, the distribution and morphology of coral mounds has remained largely undocumented. In December of 2005, an AUV was deployed for the first time to study deep-water coral mounds in the Strait of Florida, covering a total area of 130 km 2. The AUV sensors provide 1-3m high-resolution topographic and backscatter-strength maps, side-scan sonar imagery, sub-bottom profiles and physical parameter measurements at five sites. In 2006, a submersible was used to ground-truth these sites, recording video transects and sampling the ocean bottom. Facies classification maps were created in order to estimate total benthic coverage, including classification of the abundance and distribution of epibenthic fauna on and between individual mounds, as well as the substrate types that these animals are associated with. Facies classifications consist of backscatter maps groundtruthed by video transects in an ArcGIS project. Following this, acoustic texture analysis of Side Scan Sonar (SSS) imageries will be used to distinguish the relative abundance and distribution of live and dead corals. Preliminary results from the facies classification maps indicate that ridges covered by live and dead corals are represented by high intensity backscatter whereas muddy bottom between ridges and large barren sand dune fields are characterized by low intensity backscatter. This analysis allowed us to extrapolate coral mound coverage for other areas that were not groundtruthed. However, backscatter strengths do not distinguish between standing dead and live coral or rocky seabed. In order to solve this problem, acoustic texture analyses of Side Scan Sonar (SSS) imageries are being used to distinguish the relative abundance and distribution of live and dead corals. These distinctions are necessary in order to understand depositional processes on mounds, including mapping areas of likely net mound accumulation (dominated by live coral) and likely erosion (dominated by dead coral). By examining the distribution of epibenthic fauna and substrate types, and combining these results with other ongoing studies of antecedent topography and current regime at our sites, we can understand the optimal conditions for mound formation and development.