The global surface temperature has increased over the last two centuries in response to forcing resulting from anthropogenic greenhouse gas (GHG) emissions (mainly increases the carbon dioxide [CO 2 ] concentration), with a characteristic pattern of Arctic-amplified-warming, or "Arctic amplification" (Screen & Simmonds, 2010). Previous studies suggested that Arctic amplification is a result of local forcing and feedback (Stuecker et al., 2018). Increased CO 2 forcing is considered as the trigger for global warming in recent centuries (Dai et al., 2019). However, Dai (2021) argues that direct effect of increased CO 2 forcing may decrease Arctic amplification by inducing stronger warming at low latitudes. According to estimates with radiative kernel method (Dai, 2021;Goosse et al., 2018;Graversen et al., 2014;Huang et al., 2017), positive feedback of surface albedo dominates the local forcing and feedback in polar regions (Dai, 2021), which induces large amounts of solar radiation absorption at the sea surface (in polar ocean). Surface temperature