The Arctic is very susceptible to global climate change. Its surface air temperature (SAT) is warming at a rate 2-4 times higher than the global average starting from the 1970s (Bekryaev et al., 2010;Holland & Bitz, 2003;Rantanen et al., 2022;Serreze & Barry, 2011). The phenomenon of Arctic amplification has been found not only in historical observations and climate model projection simulations, but also in proxy reconstructions of paleo climate changes (Pithan & Mauritsen, 2014;Renssen et al., 2009). Warming amplification has also been detected in the ocean component of the Arctic based on analysis of climate models (Shu et al., 2022). The sea ice decay associated with Arctic warming is a crucial indicator of both Arctic and global climate changes (Notz & Stroeve, 2016;Polyakov et al., 2010;Shu et al., 2022). Arctic sea ice extent (SIE) in September has halved since the late 1970s (Perovich et al., 2017) and the location of the winter sea ice edge has also considerably retreated, potentially affecting weather and climate across the Northern Hemisphere (