In this study a multivariate empirical orthogonal function (MV-EOF) analysis method was used to reveal dominant circulation and rainfall patterns over East Asia for both boreal spring and summer seasons.The MV-EOF analysis shows a significant decadal shift around the mid-1990s in the low-level circulation and rainfall fields in both seasons.