ROWRA Model Summary -
Report generated by sto275 on Mon Apr 12 17:33:36 2021
Maps
Q:/3_Land_suitability/0_Working/Uta/Roper/logA2b1.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/logA2b1_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/logA.mod.2b1.rds
Type : Regression
Number of trees : 500
Sample size : 4500
Number of independent variables : 40
OOB prediction error : 1.27905729627641
R2 : 0.434627494997646
Clim_varan Clim_tdayann Relief_focalmedian300m_1s
1.386513994 0.599404129 0.561787318
Clim_rainsum Clim_ADM Clim_PTA
0.442006896 0.418174827 0.383456576
Relief_slopepct1s Relief_mrrtf6g_1s Clim_PTRX
0.279742556 0.275286936 0.230792915
Relief_focalrange300m_1s Clim_minwin PM_Gravity
0.228881066 0.226232875 0.185578185
Veg_FPAR_Mean PM_Silica Landsat30Bare_1
0.182080626 0.171355859 0.149470721
Relief_profile_curvature_1s PM_radmap_v4_2019_filtered_ppmt_GAPFilled Clim_TNM
0.126050556 0.113634340 0.105018847
PM_radmap_v4_2019_filtered_pctk_GAPFilled PM_Magnetics Relief_focalrange1000m_1s
0.100883951 0.100279772 0.091662319
Soil_Smectite PM_Weathering_Index Landsat30Bare_2
0.091284943 0.088934040 0.080770341
Relief_demcrop Veg_FractCover_Mean_PV Relief_twi_1s
0.071648297 0.068494350 0.067101160
Soil_Illite Relief_mrvbf_int Veg_FractCover_Mean_BS
0.061851578 0.059730141 0.056600621
PM_radmap_v4_2019_filtered_ppmu_GAPFilled Landsat30Bare_3 Landsat30Bare_6
0.053407765 0.049192866 0.042185991
Soil_Kaolinite Relief_mrrtf6g.a5_1s Landsat30Bare_5
0.037989960 0.036220694 0.035020179
Landsat30Bare_4 Veg_Persistant_green_Veg Relief_plan_curvature_1s
0.031667153 0.016018093 0.012267397
Relief_aspect_1s
0.008095238