Save Type Surname Usage Italian Pronounced Pron. dzook-KEE-no [key] Meaning & History Derived from zucchino meaning "zucchini, courgette" (Cucurbita pepo). It is also related to those surnames derived from zucca meaning "pumpkin" and to those derived from zuccone meaning "dumb, stubborn".