Abstract. The spatial distribution of snow plays a vital role in sub-Arctic and Arctic climate, hydrology, ecology due to its fundamental influence on the water balance, thermal regimes, vegetation, carbon flux. However, is not well understood, therefore, it modeled, which can lead substantial uncertainties cover representations. To capture key hydro-ecological controls distribution, we carried...