Xiongwei Liang

Land-cover classification stability tracks divergent productivity and water-use-efficiency trajectories across boreal woody vegetation in the Daxing’anling Mountains

Annual land-cover labels are often treated as fixed ecological classes, yet boreal pixels near canopy-cover thresholds may repeatedly alternate between forest and woody-savanna categories. We tested whether classification persistence identifies distinct long-term carbon–water tra...