ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 11:42:23 2021
Maps
Q:/3_Land_suitability/0_Working/Uta/Roper/k1.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/k1_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/k.mod.1.rds
Type : Regression
Number of trees : 500
Sample size : 133
Number of independent variables : 40
OOB prediction error : 0.000147905043314727
R2 : 0.500903875400975
PM_radmap_v4_2019_filtered_ppmu_GAPFilled PM_radmap_v4_2019_filtered_ppmt_GAPFilled
4.120673e-05 3.976854e-05
Relief_demcrop PM_radmap_v4_2019_filtered_pctk_GAPFilled
2.539862e-05 2.289775e-05
Veg_FPAR_Mean PM_Weathering_Index
2.096314e-05 1.953141e-05
Clim_minwin PM_Gravity
8.455988e-06 7.565036e-06
Landsat30Bare_1 Clim_PTRX
6.161846e-06 4.999980e-06
Clim_varan Clim_PTA
4.686627e-06 4.512964e-06
PM_Silica Soil_Illite
4.275879e-06 4.133852e-06
Clim_TNM Clim_tdayann
3.741087e-06 3.213199e-06
Landsat30Bare_5 Veg_FractCover_Mean_BS
3.183194e-06 3.007463e-06
Soil_Smectite Relief_focalrange1000m_1s
2.904264e-06 2.680852e-06
PM_Magnetics Clim_rainsum
2.644604e-06 2.520299e-06
Relief_plan_curvature_1s Relief_mrrtf6g.a5_1s
2.484509e-06 2.272991e-06
Soil_Kaolinite Relief_mrvbf_int
2.260311e-06 1.985511e-06
Clim_ADM Relief_slopepct1s
1.867110e-06 1.288026e-06
Veg_Persistant_green_Veg Landsat30Bare_6
1.208477e-06 9.892255e-07
Veg_FractCover_Mean_PV Relief_profile_curvature_1s
9.855681e-07 7.382460e-07
Landsat30Bare_3 Landsat30Bare_4
4.792387e-07 4.745742e-07
Relief_twi_1s Relief_aspect_1s
4.626919e-07 4.290979e-07
Landsat30Bare_2 Relief_mrrtf6g_1s
1.219287e-07 3.403804e-08
Relief_focalmedian300m_1s Relief_focalrange300m_1s
-4.394632e-07 -1.246683e-06