ROWRA Model Summary -
Report generated by sto275 on Mon Apr 12 17:30:35 2021
Maps
Q:/3_Land_suitability/0_Working/Uta/Roper/A2b1.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/A2b1_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/A.mod.2b1.rds
Type : Regression
Number of trees : 500
Sample size : 4500
Number of independent variables : 40
OOB prediction error : 0.0325068789746462
R2 : 0.200776697987281
Clim_varan Clim_tdayann Veg_FPAR_Mean
0.0057031448 0.0051136260 0.0047234789
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Clim_PTRX Veg_FractCover_Mean_PV
0.0046085306 0.0034435086 0.0033354699
Clim_rainsum Clim_PTA Clim_TNM
0.0033335285 0.0032987731 0.0029355565
Clim_ADM PM_Silica Relief_focalmedian300m_1s
0.0028641837 0.0023850605 0.0022114488
Relief_demcrop Soil_Smectite Landsat30Bare_1
0.0022090447 0.0021562872 0.0020940932
PM_radmap_v4_2019_filtered_ppmu_GAPFilled PM_radmap_v4_2019_filtered_pctk_GAPFilled Clim_minwin
0.0020540065 0.0020156895 0.0018748850
Relief_mrvbf_int PM_Weathering_Index Landsat30Bare_6
0.0018541009 0.0017471225 0.0015641626
PM_Gravity Landsat30Bare_2 Veg_FractCover_Mean_BS
0.0015370510 0.0014626318 0.0013644084
Relief_focalrange1000m_1s Soil_Kaolinite Relief_focalrange300m_1s
0.0013318422 0.0013297776 0.0013242537
Relief_slopepct1s Relief_mrrtf6g_1s Landsat30Bare_5
0.0013230296 0.0013183105 0.0012672310
Landsat30Bare_3 Landsat30Bare_4 PM_Magnetics
0.0010705696 0.0010255273 0.0010215135
Veg_Persistant_green_Veg Relief_mrrtf6g.a5_1s Soil_Illite
0.0010031655 0.0006315130 0.0005602040
Relief_twi_1s Relief_profile_curvature_1s Relief_aspect_1s
0.0004522527 0.0003853006 0.0001518904
Relief_plan_curvature_1s
0.0001094232