This study analyses simulations of regional climate over the Iberian Peninsula, with and without an explicit simulation of irrigation. It shows that the model matches observations much better with irrigation, particularly river discharge and evapotranspiration. The presence of simulated irrigation also makes the air cooler over irrigated areas and more humid over the whole Peninsula, leading to increases in rainfall, mostly located in the mountains that surround the highly irrigated Ebro Valley.