The grounded Antarctic Ice Sheet (AIS) contains ice equivalent to a global 58.3-m sea level rise (Fretwell et al., 2013). To assess the contribution of the AIS to global sea level rise, we consider the AIS mass balance, or the rate of loss/gain of AIS mass. Mass balance is calculated as the difference between net mass input at the surface [i.e. surface mass balance (SMB)] and the flux of mass moving from the continent across the grounding line (Lenaerts et al., 2019). The primary contributor to the SMB of the AIS is snowfall, with an average of 6 mm of sea level rise equivalence falling on the grounded ice sheet per year (Medley & Thomas, 2019). Snowfall occurs in two primary modes over Antarctica: frequent clear sky precipitation and isolated events from marine air intrusions (Turner et al., 2019). Clear sky precipitation forms from ice layers in the air that are optically too thin to form visible clouds, and is the dominant precipitation mechanism over the Antarctic Plateau (Bromwich, 1988). Maritime air intrusions result in heavier precipitation from visible clouds associated with amplified planetary waves (Turner et al., 2019). This category includes Atmospheric Rivers (ARs), or long filaments of anomalously high water vapor content and meridional moisture transport (Figure 1). ARs transport moisture to the AIS and are associated with extreme precipitation events (Adusumilli et al., 2021;Gorodetskaya et al., 2014;Wille et al., 2021), but are also associated with warm-air advection and increased downward long-wave radiation due