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
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