“…Rapid climate warming is changing the structure and composition of Arctic and Boreal biomes, influencing land cover both directly (e.g., via warming-induced shrub growth) and indirectly (e.g., by altering disturbance regimes; Soja et al, 2007). In the Boreal biome, changes in climate and fire regimes, in addition to resource extraction, infrastructure development activities, and permafrost degradation, are inducing tree mortality and triggering successional processes (Carpino, Berg, Quinton, & Adams, 2018;Helbig, Pappas, & Sonnentag, 2016;Williams, Quinton, & Baltzer, 2013). In the Arctic biome, climate change, including warming and changes in the growing season length, is inducing expansion of woody shrub cover (Elmendorf et al, 2012;Tape, Sturm, & Racine, 2006).…”