As a south German and Jewish surname, from the noun Riese (“giant”).
Also as a German surname, from Middle Low German rīs (“brushwood, twig”), from Old Saxon hrīs.
Also as a German surname, variant of Reis, Riess.
As as Welsh surname, variant of Rice.