ROWRA Model Summary -
Report generated by sto275 on Tue Apr 13 17:36:54 2021
Maps
Q:/3_Land_suitability/0_Working/Uta/Roper/logESP1b.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/logESP1b_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/log.esp.mod.1b.rds
Type : Regression
Number of trees : 500
Sample size : 156
Number of independent variables : 37
OOB prediction error : 1.23396554396157
R2 : 0.214224375782406
Clim_tdayann Clim_ADM Clim_PTA
0.1496268096 0.0985251915 0.0767177653
PM_Gravity PM_Silica Clim_rainsum
0.0711167492 0.0582068965 0.0563062597
PM_radmap_v4_2019_filtered_ppmu_GAPFilled Clim_TNM Clim_varan
0.0488064845 0.0431068635 0.0379898100
PM_radmap_v4_2019_filtered_pctk_GAPFilled Clim_PTRX Veg_FPAR_Mean
0.0328051671 0.0323207528 0.0274665461
Clim_minwin Relief_demcrop Relief_profile_curvature_1s
0.0272977507 0.0254983068 0.0249091273
Relief_mrvbf_int PM_Magnetics Relief_twi_1s
0.0245311737 0.0232014006 0.0227072321
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Veg_FractCover_Mean_PV Soil_Kaolinite
0.0222167466 0.0213175391 0.0186996619
Landsat30Bare_3 Landsat30Bare_6 Veg_Persistant_green_Veg
0.0181082098 0.0173280780 0.0172890618
Relief_mrrtf6g_1s PM_Weathering_Index Relief_plan_curvature_1s
0.0143196653 0.0130698774 0.0107470743
Relief_slopepct1s Soil_Smectite Landsat30Bare_1
0.0096015378 0.0092995294 0.0082178098
Relief_focalrange300m_1s Landsat30Bare_2 Soil_Illite
0.0075158883 0.0071525334 0.0065692685
Relief_focalmedian300m_1s Veg_FractCover_Mean_BS Landsat30Bare_4
0.0058782477 0.0052761408 0.0032116756
Landsat30Bare_5
0.0007360439