Iturria is a Basque surname, meaning "Fountain". Notable people with the surname include:

Arthur Iturria (born 1994), French rugby union player Asier Peña Iturria Mikel Iturria (born 1992), Spanish cyclist Victor Iturria (1914–1944), French paratrooper