Qaleh Biyaban Rural District (Persian: دهستان قلعه بيابان) is a rural district (dehestan) in the Central District of Darab County, Fars Province, Iran. At the 2006 census, its population was 5,951, in 1,489 families. The rural district has 16 villages.