ROWRA Model Summary -
Report generated by sto275 on Tue Apr 13 17:34:33 2021
Maps
Q:/3_Land_suitability/0_Working/Uta/Roper/ph2w.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/ph2w_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/ph.mod.2w.rds
Type : Regression
Number of trees : 500
Sample size : 1434
Number of independent variables : 40
OOB prediction error : 0.313724477296997
R2 : 0.478233184326344
Relief_demcrop Clim_varan Clim_tdayann
0.3860539543 0.1464301289 0.1438631614
PM_Gravity Clim_minwin Veg_FPAR_Mean
0.1396961788 0.1308407660 0.1064289618
Clim_TNM Clim_PTA Clim_PTRX
0.1008864354 0.0784591585 0.0741710250
Clim_ADM Clim_rainsum PM_Weathering_Index
0.0673482285 0.0599131176 0.0583748661
PM_radmap_v4_2019_filtered_pctk_GAPFilled PM_Silica Relief_focalmedian300m_1s
0.0557890698 0.0474305836 0.0412991730
Relief_slopepct1s Relief_mrrtf6g.a5_1s Relief_focalrange1000m_1s
0.0297607827 0.0296803131 0.0286175361
PM_Magnetics Landsat30Bare_5 Landsat30Bare_1
0.0275309168 0.0226287551 0.0206763535
Relief_mrvbf_int Relief_focalrange300m_1s Veg_FractCover_Mean_PV
0.0188552235 0.0177891027 0.0176583389
Landsat30Bare_2 Soil_Smectite Relief_mrrtf6g_1s
0.0160555009 0.0154079322 0.0153782346
PM_radmap_v4_2019_filtered_ppmu_GAPFilled Landsat30Bare_6 Veg_FractCover_Mean_BS
0.0128424878 0.0123324946 0.0121926264
Landsat30Bare_3 Relief_twi_1s Veg_Persistant_green_Veg
0.0117602587 0.0112892052 0.0111113186
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Landsat30Bare_4 Soil_Kaolinite
0.0100362944 0.0097412673 0.0072914291
Soil_Illite Relief_aspect_1s Relief_profile_curvature_1s
0.0035119708 0.0021753077 0.0020168768
Relief_plan_curvature_1s
0.0002141981