 His mother, Mary Hubbard Pitkin, married his father in 1821 and died in 1829.He and his father returned to Farmington, Connecticut to live on land his father inherited from his grandfather John Treadwell, former governor of Connecticut.Norton went to Edinburgh in 1844 to study agricultural chemistry with James F. W. Johnston.