“…As this can lead to rapid formation of hydrometeors with significant fall velocities through the Wegener-Bergeron-Findeisen process (Findeisen, 1938;Storelvmo & Tan, 2015), most precipitation on Earth, in particular over continents, stems from clouds with mixed phase, or ice tops (Mülmenstädt et al, 2015). Furthermore, the radiative effects of liquid and ice clouds differ due to changes in hydrometeor size distributions and scattering properties (Liou, 1981;Petty, 2004) as well as differences in the typical cloud altitude, thickness, and lifetime. Thus, liquid, mixed-phase, and ice clouds have distinct effects on the surface and top-of-the-atmosphere radiative budgets (Cesana & Storelvmo, 2017;Matus & L'Ecuyer, 2017).…”