At the same time, with the misrepresented snowpack, the model produces a strong warm bias at the near surface (Figure 1b) and exaggerated precipitation (Figure 1c).
The observed SWEs (red line in Figure 1a) were incorporated into the model to improve its climate-simulation performance.