“…As studies on these topics have advanced, so has awareness of the importance of developing models of ice particles with realistic shapes (e.g., Westbrook et al, 2004;Maruyama and Fujiyoshi 2005) and radiative scattering properties (e.g., Kim, 2006;Liu, 2008;Petty and Huang, 2010;Kulie et al, 2010;Johnson et al, 2012). As ice-particle research has gained momentum, so has the importance of ice-particle identification via remote sensing, leading to many studies on the value of multiple frequencies (e.g., Matrosov, 1998;Kneifel et al, 2011Kneifel et al, , 2015Leinonen et al, 2012Battaglia et al, 2014;Kulie et al, 2014;Stein et al, 2015;Leinonen and Moisseev, 2015), polarization (e.g., Straka et al, 2000;Aydin and Singh, 2004;Chandrasekar et al, 2013;Kumjian, 2013), and the two combined (e.g., Tyynelä and Chandrasekhar, 2014) in their identification. Polarimetric, multi-frequency measurements also provide one path forward for quantitative estimation of ice water content (IWC).…”