“…However, forest snow dynamics are shaped by complex interacting processes that are controlled by the structure of the overhead canopy and thus display large spatial and temporal variation. Snow interception by the canopy Moeser, Stähli, et al, 2015;Roth & Nolin, 2019) and subsequent sublimation and unloading to the ground (MacKay & Pomeroy et al, 1998), shading of shortwave radiation (Hardy et al, 2004;Malle et al, 2019;Musselman, Molotch, Margulis, Kirchner, et al, 2012), and emission of longwave radiation by the vegetation (Essery, Pomeroy, et al, 2008;Pomeroy et al, 2009;Webster et al, 2016) all vary with canopy structure in specific ways and thus contribute to heterogeneous snow depth distribution patterns, which are difficult to replicate with models (Clark, Hendrikx, et al, 2011). The forest snow model intercomparison project SNOWMIP2 Rutter et al, 2009) evaluated 33 forest snow models differing in both process complexity and canopy implementation approaches.…”