“…These changes could change surface albedo and thermal properties, affecting regional energy budgets and warming rates (Lafleur & Humphreys, 2018; Loranty & Goetz, 2012; Loranty et al., 2011; Oehri et al., 2022; Yang et al., 2021; Zhang et al., 2020). Shifted vegetation is also expected to reshape high latitude hydrological cycle via changed evapotranspiration, snow accumulation and melt, and permafrost thaw (Bennett et al., 2022; Heijmans et al., 2022; J. Liu et al., 2020; T. Wang et al., 2021). Enhanced shrub and tree growth and new establishment have been contributing to increasing gross primary productivity and biomass, that is, the greening trends in northern high latitudes (Berner et al., 2020; Dial et al., 2022; Mekonnen et al., 2021; Qian et al., 2010; Watts et al., 2023).…”