Implications of medium-range numerical weather model output in hydrologic applications: Assessment of skill and economic value

► Medium-range numerical weather model outputs are downscaled. ► The downscaled and the raw model outputs are fed into a hydrologic model. ► The downscale-based flow forecasts are superior to the raw-based flow forecasts. ► Probabilistic flow forecasts have greater benefits than deterministic flow forecasts.