On March 12-13, 1990, the National Science Foundation sponsored a two day workshop hosted by the University of Virginia, at which representatives from the earth, life, and space sciences gathered together with computer scientists to discuss the problems facing the scientific community in the area of database management. This report summarizes the discussion which took place at that meeting.