Agriculture is crucial income source for the Islamic State in Syria and Iraq (ISIS).
Remote sensing can provide credible estimation of agricultural production.
ISIS has sustained agricultural production despite the impact of conflict.
We estimate wheat, barley and cotton production in ISIS territory for 2014–16.
We estimate ISIS revenue from wheat and barley and exportable surplus.