Scarpellini is a surname. Notable people with the surname include:
Caterina Scarpellini (1808–1873), Italian astronomer and meteorologist Elena Scarpellini (born 1987), Italian pole vaulter Eugenio Scarpellini (1954–2020), Italian-born Bolivian Roman Catholic bishop