Obviously, it was named for the delta of the River Niger formed as it enters the Atlantic Ocean. The geographical feature formed when a river is about to enter a larger body of water like the sea or ocean is called a delta and there are various shapes.
WEBSITE: http://www.deltastate.gov.ng/