“…The variability of the North Pacific jet exerts crucial influences on weather and climate of North America associated with the Pacific–North American pattern, synoptic features and the structure and evolution of the large‐scale circulation (Griffin & Martin, 2017; Jaffe et al., 2011; Otkin & Martin, 2004; Yu et al., 2021). Previous studies have shown that by enhancing the simulation capabilities of ocean eddies in numerical models, the forecast of extratropical cyclones and storm systems over the North Pacific in winter can be improved (Ma, Chang et al., 2015; Ma et al., 2017; Szunyogh et al., 2021), but the specific mechanism remains to be revealed. From the review, in the mid‐latitude North Pacific Ocean, there are complex phenomena of multi‐scale SST anomalies, such as the basin‐scale PDO‐pattern SST anomaly, the frontal‐scale smoothed SST with STFZ intensity anomalies, and the eddy‐scale SST anomalies with the spatial distribution of oceanic eddies.…”