 Cooper was born in Southampton, New York, to Nathan and Olive (née Howell) Cooper, one of five children, three of whom survived to adulthood.He went to sea on a whaling vessel in the early 1820s.Records show that he visited Guangdong (China) and Patagonia (South America) on whaling expeditions, and that he became captain of a ship in 1832.