The head of the Federal Emergency Management Agency, Michael D. Brown, resigned today, three days after he was removed from the day-to-day management of the Hurricane Katrina relief effort amid heavy criticism of his performance. The White House quickly announced an interim successor, a FEMA official with decades of experience at the local-government level in emergency work.