The contributions of   cooling and water supply to irrigation yield increase (a) and their interannual variations from 2003 to 2015 (b). The irrigation yields effect is expressed as the yield differences between irrigated and rainfed maize. The irrigation effect shown in Panel a is  averaged from all counties during the study period.