The following are the predictors used in the RandomForest model. | ![]() |
Climate
TAVG: Mean annual temperature (°C) TJAN: Mean January temperature (°C) TJUL: Mean July temperature (°C) TMAYSEP: Mean May-September temperature (°C) PPT: Annual precipitation (mm) PPTMAYSEP: Mean May-September precipitation (mm) JULJANDIFF: Mean difference between July and January Temperature (°C) |
Elevation
ELV_CV: Elevation coefficient of variation ELV_MAX: Maximum elevation (m) ELV_MEAN: Average elevation (m) ELV_MIN: Minimum elevation (m) ELV_RANGE: Range of elevation (m) |
Soil Class
ALFISOL: Alfisol (%) ARIDISOL: Aridisol (%) ENTISOL: Entisol (%) HISTOSOL: Histosol (%) INCEPTSOL: Inceptisol (%) MOLLISOL: Mollisol (%) SPODOSOL: Spodosol (%) ULTISOL: Ultisol (%) VERTISOL: Vertisol (%) |
Soil Property
BD: Soil bulk density (g/cm3) CLAY: Percent clay (< 0.002 mm size) KFFACT: Soil erodibility factor, rock fragment free (susceptibility of soil erosion to water movement) NO10: Percent soil passing sieve No. 10 (coarse) NO200: Percent soil passing sieve No. 200 (fine) OM: Organic matter content (% by weight) ORD: Potential soil productivity (m3 of timber/ha) PERM: Soil permeability rate (cm/hr) PH: Soil pH ROCKDEP: Depth to bedrock (cm) SLOPE: Soil slope (%) of a soil component TAWC: Total available water capacity (cm, to 152 cm) |
Land Use and Fragmentation
FRAG: Fragmentation Index (Riitters et al. 2002) AGRICULT: Cropland (%) FOREST: Forest land (%) NONFOREST: Nonforest land (%) WATER: Water (%) |