“…High horizontal resolution in the atmosphere has a positive impact in representing the non-Gaussian probability distribution associated with the climatology of quasi-persistent low-frequency variability weather regimes (Dawson et al, 2012). In addition, the increased resolution enables a more realistic simulation of small-scale phenomena with potentially severe impacts such as tropical cyclones (Shaevitz et al, 2015;Zhao et al, 2009;Bengtsson et al, 2007;Murakami et al, 2015;Walsh et al, 2012;Ohfuchi et al, 2004;Bell et al, 2013;Strachan et al, 2013;Walsh et al, 2015), tropical-extratropical interactions (Baatsen et al, 2015;Haarsma et al, 2013), and polar lows (Zappa et al, 2014). Other phenomena that are sensitive to increasing resolution are ocean mixing, sea-ice dynamics, the diurnal precipitation cycle (Sato et al, 2009;Birch et al, 2014;Vellinga et al, 2016), quasi biennial oscillation (QBO) (Hertwig et al, 2015), the Madden-Julian oscillation (MJO) representation (Peatman et al, 2015), atmospheric low-level coastal jets and their impact on sea surface temperature (SST) bias along eastern boundary upwelling regions Zuidema et al, 2016), and monsoons (Sperber et al, 1994;Lal et al, 1997;Martin, 1999).…”