| Dependent Variable | Non-Change | No transition form Class1 to other importance value classes |
| Change | Transition from Class1 to other importance value classes |
| Independent Variable | Topography | Elevation Aspect TWI | (mm)0~180 (NE~SW)Topographical Wetness Index, Ln(upslope contributing area/tan(slope in radians)) |
| Forest Stand | Age_Class | 10 year unit |
| Canopy_Density | (%) |
| IV | Importance value of pine in overstory stand |
| SI | Shannon Index for all tree species |
| Disturbance | PDPT100 | Ratio of pine within a 100m radius (%) |
| NF100 | Ratio of non forest area within a 100m radius (%) |
| Climate (2000~2019) | TAVG | Average annual average temperature (°C) |
| PRCP | Average annual precipitation (mm) |