Gunnarson is a surname of Scandinavian origin, originated from a patronymic meaning 'son of Gunnar'. Notable people with the surname include:

Dean Gunnarson (born 1964), Canadian escapologist Gunnar Gunnarson (born 1918), Swedish marxist historian Reidun Gunnarson

See also