“…Canada (Han et al, 2018); Tibetan Plateau (Wang et al, 2016); Europe (Blöschl et al, 2019;Matiu et al, 2021;Rixen & Rolando, 2013); and the whole world (Shi & Liu, 2021). Although not examined in this study, a seasonality in precipitation type shift has been reported by Wrzesien et al (2022). Even with warming, winter temperatures are still cold enough the high-latitudes that precipitation will fall mainly as snow, so changes in precipitation type are expected to be more pronounced in fall and spring, explaining why we show increases in both snow days and rain days.…”