The SWAT model was used to predict runoff in rivers on Jeju Island. The model accurately estimated long-term runoff in two watersheds, with the Chunmi river showing similar runoff rates to existing data. The Oaedo river in the north had a high correlation (R^2=0.93) with calibration data, indicating good performance in predicting runoff during rainfall events.