Polar lows (PLs) are intense maritime mesocyclones that occur during the winter season over high-latitude oceans (Rasmussen & Turner, 2003) with average horizontal length scales on the order of 300 km and lifetimes around 20 hr (Stoll, 2022). PLs can serve as major threats to human life and property through their associated severe weather conditions, such as gale-force winds, large-amplitude oceanic waves (Rojo et al., 2019), and heavy snowfall (Harrold & Browning, 1969). This motivates the skillful prediction of PL activity at short to extended lead times.Forecasting PLs is a challenging task because PLs are short-lived mesoscale systems that develop quickly in sparsely observed oceans (Moreno-Ibáñez et al., 2021). Our short-term prediction capabilities have increased substantially in recent decades, with skillful predictions of storm track and intensity now being realized several days ahead (Müller et al., 2017;Stoll et al., 2020). On the other hand, PL predictability on the subseasonal time scale is yet to be studied, and subseasonal forecasts of PL activity are seldom issued, if at all. The subseasonal variability of PL activity has received some attention and been linked to certain modes of climate variability, including the Madden-