As one of the most active climate systems during boreal winter, the East Asian winter monsoon (EAWM) directly influences the winter climate over East Asia. A typical EAWM system is characterized by the Siberian high (SH) over the northern East Asian continent, the Aleutian low (AL) over the North Pacific, the low-level northerlies along the coast of East Asia, the mid-level East Asian trough (EAT) and the high-level East Asian jet stream (EAJS) (Huang et al., 2012;Wu & Wang, 2002). China, Japan and Korean Peninsula can experience cold and dry or warm and wet winters depending on the EAWM circulation (Cui & Sun, 1999;Huang et al., 2003). Moreover, the anomalous EAWM leads to weather and climate disasters such as extremely low temperatures and severe snowstorms, thus causing serious economic losses over densely populated East Asian countries (Huang et al., 2007;Li et al., 2016). The EAWM is projected to weaken over mid-latitudes, and strengthen over high-latitudes in East Asia, due to changes in the East Asian land-sea thermal contrast, tropical Pacific sea surface temperature (SST) and Arctic sea ice under future global warming (