Zapparoli is typical of Mantua and the nearby Modena and Ferrarese, it should derive from a nickname originated from the peasant craft carried out by the founder.
Bibliographic source' "L'origine dei cognomi Italianim storia ed etimologia" di E. Rossoni disponibile online su: https://archive.org/