Saudi Arabia is all desert. Syria and Iraq have significant chunks of agriculture. Iraq is the land of the Two Rivers (Tigris and Euphrates). Food shouldn't be a problem for ISIS. Gasoline and diesel will be, at the rate ISIS controlled refineries are getting bombed.
ISIS would need slaves to work the agriculture, and if we keep drones tearing up the farm...what food? what meat?