Whittaker stayed in South Australia for nineteen months before sailing home on the "Katherine Stuart Forbes" which left from Port Adelaide on 11 April 1840. On the way home his boat stopped four times at Kangaroo Island, Mauritius, St Helena and Corvo Island in the Azores. Whittaker collected further plant samples while the boat was in these harbours.