Even a minor change in the two phases of precipitation-rain and snow-can have a major impact on the environment as well as on people [1-2]. Globally, more than 50% of meteorological disasters are closely related to the transition phase of precipitation [3-4]. Snow greatly increases albedo, substantially altering the land surface energy budget, whereas rain has the exact opposite effect [5]. In addition, rain data are modified depending on the phase of precipitation, because the data from a precipitation gauge are derived from rain or snow [6]. Especially in mountainous regions, precipitation is a major source that replenishes water resources; thus, different watersheds respond very differently to different phases of precipitation: during and after a rainfall event, water first seeps into the soil and then replenishes groundwater or goes away as runoff, whereas snow gets stored as snowpack until it gradually melts [7-8]. Correctly determining the phase of precipitation is thus crucial to both simulating