- an elongate, flat oceanic trench in the Atlantic Ocean just north of Puerto Rico and the Virgin Islands, and the site of the Milwaukee Deep, the Atlantic’s deepest known place: associated with a fault zone that presents significant risk of earthquakes and tsunamis.