Pinkney passed away on Thursday morning from injuries he suffered after falling down a flight of stairs a days ago.
He sailed around the world solo in a 22-month journey from 1990 to 1992.
His ex-wife told ABC7 he was in Atlanta, working on a project for National Geographic. She says he will be deeply missed.
Pinkney was 87 years old.
Funeral arrangements are pending.