The contribution of cooling and water supply to irrigation yield increase (a) and their interannual variations from 2003 to 2016 (b). The irrigation yield effect is expressed as the yield differences between irrigated and rainfed maize. The averages of observed and predicted yield differences are 79.0 and 79.9 bu/acre, respectively. The irrigation effect shown in panel a is averaged from all counties during the study period.