ROWRA Model Summary -
Report generated by sto275 on Mon Apr 12 17:32:31 2021
Maps
Q:/3_Land_suitability/0_Working/Uta/Roper/A2b2.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/A2b2_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/A.mod.2b2.rds
Type : Regression
Number of trees : 500
Sample size : 4449
Number of independent variables : 40
OOB prediction error : 0.0327106265765323
R2 : 0.193042389770878
Clim_tdayann Clim_varan Veg_FPAR_Mean
5.072128e-03 4.778781e-03 4.742532e-03
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Clim_PTRX Clim_ADM
4.678658e-03 3.859446e-03 3.615646e-03
Clim_PTA Clim_TNM Clim_rainsum
3.501250e-03 3.009356e-03 2.941537e-03
Veg_FractCover_Mean_PV PM_radmap_v4_2019_filtered_pctk_GAPFilled PM_Silica
2.702093e-03 2.421104e-03 2.291559e-03
Landsat30Bare_1 PM_radmap_v4_2019_filtered_ppmu_GAPFilled Clim_minwin
2.202798e-03 2.165234e-03 2.060596e-03
Relief_demcrop Relief_mrvbf_int Landsat30Bare_2
2.044230e-03 1.925312e-03 1.905086e-03
Soil_Smectite PM_Gravity PM_Weathering_Index
1.867208e-03 1.677060e-03 1.529923e-03
Relief_focalmedian300m_1s Landsat30Bare_6 Soil_Kaolinite
1.511128e-03 1.490635e-03 1.475767e-03
Veg_FractCover_Mean_BS Landsat30Bare_3 Landsat30Bare_5
1.373111e-03 1.347469e-03 1.288777e-03
Relief_mrrtf6g_1s Veg_Persistant_green_Veg Relief_slopepct1s
1.129528e-03 1.109335e-03 1.063046e-03
Relief_focalrange300m_1s Relief_focalrange1000m_1s Landsat30Bare_4
1.046675e-03 1.023603e-03 9.967957e-04
PM_Magnetics Relief_mrrtf6g.a5_1s Soil_Illite
9.790434e-04 6.419304e-04 6.177946e-04
Relief_twi_1s Relief_profile_curvature_1s Relief_aspect_1s
6.058765e-04 2.592695e-04 1.225513e-04
Relief_plan_curvature_1s
6.776703e-05