ROWRA Model Summary -
Report generated by sto275 on Mon Apr 12 17:35:38 2021
Maps
Q:/3_Land_suitability/0_Working/Uta/Roper/logA2b2.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/logA2b2_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/logA.mod.2b2.rds
Type : Regression
Number of trees : 500
Sample size : 4449
Number of independent variables : 40
OOB prediction error : 0.756342026708262
R2 : 0.386541877998921
Landsat30Bare_1 Relief_focalmedian300m_1s Veg_FPAR_Mean
0.162934859 0.126773722 0.123004934
Landsat30Bare_2 Clim_varan PM_radmap_v4_2019_filtered_ppmt_GAPFilled
0.120850725 0.092347954 0.081258918
Veg_FractCover_Mean_PV Clim_tdayann Clim_rainsum
0.076088768 0.070189415 0.069334191
PM_Silica Clim_PTRX Relief_demcrop
0.065477651 0.064547889 0.056515715
Clim_TNM Landsat30Bare_3 Relief_mrrtf6g_1s
0.055726982 0.051317517 0.048119164
Clim_ADM Clim_PTA Landsat30Bare_6
0.047323077 0.046014262 0.044845500
Relief_focalrange300m_1s Relief_slopepct1s PM_radmap_v4_2019_filtered_ppmu_GAPFilled
0.042110274 0.041830687 0.040966921
Soil_Kaolinite PM_radmap_v4_2019_filtered_pctk_GAPFilled Relief_mrvbf_int
0.038785258 0.037788045 0.037687685
Clim_minwin PM_Weathering_Index PM_Gravity
0.036961667 0.034005359 0.032571971
Relief_twi_1s Relief_focalrange1000m_1s Soil_Smectite
0.030494636 0.028450346 0.026890828
Landsat30Bare_5 Landsat30Bare_4 Soil_Illite
0.026525090 0.025315184 0.024132060
Veg_FractCover_Mean_BS PM_Magnetics Relief_mrrtf6g.a5_1s
0.021948027 0.018938646 0.016886878
Veg_Persistant_green_Veg Relief_profile_curvature_1s Relief_aspect_1s
0.015831165 0.014054284 0.005412166
Relief_plan_curvature_1s
0.001197770