Arthurson is a surname meaning "son of Arthur". Notable people with the surname include:

Charles Arthurson, Canadian Anglican bishop Ken Arthurson (born 1929), Australian rugby league player

See also Arthurson Bluff, cliff of Victoria Land, Antarctica Arthurson Ridge, ridge of Oates Land, Antarctica