“…The WRF rainfall simulation is sensitive to the selection and the combination of its physical parameterizations (Di et al, 2015). In this study, the well-performing and extensively used parameterizations in northern China were chosen (Miao et al, 2011;Di et al, 2015;Tian et al, 2017a), which include two microphysics parameterizations, i.e., Purdue-Lin (Lin) (Lin et al, 1983) and WRF Single-Moment 6 (WSM6) (Hong et al, 2006); two cumulus parameterizations, i.e., Kain-Fritsch (KF) (Kain, 2004) and Grell-Devenyi (GD) (Grell and Freitas, 2014); and two PBL (planetary boundary layer) parameterizations, i.e., Mellor-Yamada-Janjic (MYJ) (Hong et al, 2006) and Yonsei University (YSU) (Janjić, 1994). Besides, Rapid Radiative Transfer Model (RRTM) and Dudhia (Evans et al, 2012) usually cooperate well as the long-and shortwave radiation parameterizations, and Noah is chosen to be the land surface model (Chen et al, 2014).…”