Olearius is a surname. Notable people with the surname include:

Adam Olearius (1603–1671), German scholar, mathematician, geographer and librarian Johann Olearius (1611–1684), German theologian and hymnwriter

See also

Omphalotus olearius, commonly known as the Jack o'Lantern mushroom Ranella olearius, a species of large sea snail Olearia, a genus of flowering plants belonging to the family Asteraceae