“…Marine cold‐air outbreaks (MCAOs) are surges of cold air escaping from the inner Arctic and becoming exposed to the relatively warm ocean surface (Rasmussen, 1983). MCAOs over the Nordic Seas usually occur within the northerly flow associated with large‐scale anomalous anticyclonic circulation over Greenland and anomalous cyclonic circulation over Scandinavia (Kolstad et al ., 2009; Mallet et al ., 2013; Papritz and Grams, 2018; Afargan‐Gerstman et al ., 2020). Given the importance of MCAOs for the formation of severe weather events such as polar lows (PLs; Rasmussen, 1983; Kolstad, 2011; Landgren et al ., 2019), and for driving the ocean convection in the North Atlantic (Kolstad and Bracegirdle, 2008), we evaluate predictability of MCAOs using a seasonal prediction system and by identifying MCAO precursors.…”