Methods and materials for improving drought tolerance in plants are provided by identifying, selecting, and/or creating plants having reduced cortical cell file number (CCFN) or a larger average cortical cell size (CCS) area. Plants with a reduced CCFN or larger CCS area can be grown under low water conditions and have better plant growth and yield than corresponding plants with a higher CCFN or smaller CCS area.