In recent decades, the Arctic sea-ice cover has been shrinking along with earlier sea ice retreat and longer ice-free seasons, especially in the western Arctic Ocean (Dong et al., 2021;Liu et al., 2021;Markus et al., 2009). This exerts a significant impact on marine ecosystems and biogeochemical cycles (Wassmann et al., 2015). In the western Arctic Ocean, the rapid sea ice decline is considered to have contributed to approximately half of the freshwater accumulation in the Beaufort Gyre (BG) in the 2000s (Wang et al., 2018), thus leading to the increase in Sea Surface Height (SSH) (Armitage et al., 2016). Following the doming of SSH, the ocean surface geostrophic currents strengthened and the nutricline deepened (Giles et al., 2012;Wang, Marshall, et al., 2019). Corresponding to the change in the location of the Beaufort Sea High, the BG has been reported to exhibit a westward movement trend (Armitage et al., 2017;Regan et al., 2019;Zhong et al., 2015). Based on in situ hydrographic and mooring data, Zhong et al. (2015) found that the BG center was shifting toward the west over the period