Source data include daily mean streamflow observations from the National Water Information System (NWIS) database and runoff predictions from the National Water Model version 2.1 retrospective simulation (https://registry.opendata.aws/nwm-archive/) that were aggregated from an hourly timestep into daily mean values. Daily streamflow errors were calculated by comparing predicted and observed mean daily flow.