Fig. 1. The distribution of meteorological stations and Land cover in study area

Fig. 2. The flowchart of near-surface air temperature Spatialization

Fig. 3. Time distribution of data

Fig. 4. Boxplot of average accuracy parameters of near-surface air temperature spatialization model

Fig. 5. Near-surface air temperature spatialization model error time series change curve

Fig. 6. Distribution of near-surface air temperature spatialization model error in spatial feature

Fig. 7. Near-surface air temperature distribution compare

Fig. 8. Influencing factors average weights of near-surface air temperature

Fig. 9. Influencing factors weights change of Near-surface air temperature

Fig. 10. Seasonal variations of Near-surface temperature influencing factors average weights

Fig. 11. Boxplot of daily extreme and mean Near-surface temperature statistical parameters