Spatio-temporal analysis of extreme precipitation regimes across South Korea and its application to regionalization

► We develop a new regionalization method based on spatio-temporal characteristics. ► Circular statistics can explicitly reflect the seasonal pattern of precipitation. ► The timing of monthly maximum has been delayed in the northern part of South Korea. ► The spatio-temporal pattern based regionalization technique show better performance.