Aarnes or Årnes is a Norwegian surname. Notable people with the surname include:

Asbjørn Aarnes (1923–2013), Norwegian literary historian Hans Aarnes (1886–1960), Norwegian journalist Sverre Årnes (born 1949), Norwegian writer Tom Aage Aarnes (born 1977), Norwegian ski jumper

See also Arnes (disambiguation)