The document summarizes NOAA's 2002-2003 bathymetric survey of the Puerto Rico Trench using multibeam sonar aboard the NOAA Ship Ronald H. Brown. The survey mapped over 22,700 square nautical miles of seafloor at depths of up to 8,800 meters, revealing submarine landslides posing a tsunami hazard. Data from this survey informed NOAA's 2015 Océano Profundo campaign using the NOAA Ship Okeanos Explorer to further study the trench with submersibles and robots. Modern multibeam sonars like those on the Okeanos Explorer provide not only seafloor bathymetry but also backscatter data that can be processed to create images revealing