ROWRA Model Summary -

Report generated by sto275 on Wed Apr 14 09:09:04 2021

Maps

Loading required package: sp

Loading required package: lattice

Loading required package: latticeExtra

rgdal: version: 1.5-23, (SVN revision 1121)
Geospatial Data Abstraction Library extensions to R successfully loaded
Loaded GDAL runtime: GDAL 3.2.1, released 2020/12/29
Path to GDAL shared files: C:/Program Files/R/R-4.0.4/library/rgdal/gdal
GDAL binary built with GEOS: TRUE 
Loaded PROJ runtime: Rel. 7.2.1, January 1st, 2021, [PJ_VERSION: 721]
Path to PROJ shared files: C:/Program Files/R/R-4.0.4/library/rgdal/proj
PROJ CDN enabled: FALSE
Linking to sp version:1.4-5
To mute warnings of possible GDAL/OSR exportToProj4() degradation,
use options("rgdal_show_exportToProj4_warnings"="none") before loading rgdal.
Overwritten PROJ_LIB was C:/Program Files/R/R-4.0.4/library/rgdal/proj

Loading required package: foreach

Loading required package: iterators

Loading required package: parallel

Q:/3_Land_suitability/0_Working/Uta/Roper/cl1.tif

Q:/3_Land_suitability/0_Working/Uta/Roper/cl1_Uncert.tif

Model Statistics

Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/cl.mod.1.rds
Type : Regression
Number of trees : 500
Sample size : 4558
Number of independent variables : 40
OOB prediction error : 184.828344861593

R2 : 0.390158431965294

PM_radmap_v4_2019_filtered_ppmt_GAPFilled PM_radmap_v4_2019_filtered_pctk_GAPFilled                          Relief_mrvbf_int 
                               37.0911483                                34.4820707                                31.3877287 
                                PM_Silica                            Relief_demcrop                 Relief_focalmedian300m_1s 
                               26.5055999                                25.5842870                                21.6353068 
                             Clim_rainsum                              Clim_tdayann                                  Clim_ADM 
                               21.4473576                                19.9156565                                19.9108768 
                                 Clim_PTA                                Clim_varan                       PM_Weathering_Index 
                               19.8318436                                18.8376678                                18.2425748 
                              Clim_minwin                                 Clim_PTRX PM_radmap_v4_2019_filtered_ppmu_GAPFilled 
                               18.1473882                                17.0345418                                15.0703646 
                                 Clim_TNM                  Relief_focalrange300m_1s                             Veg_FPAR_Mean 
                               14.5834040                                13.5593275                                13.0815323 
                        Relief_mrrtf6g_1s                           Landsat30Bare_1                             Soil_Smectite 
                               12.2585711                                11.2786018                                11.0000292 
                               PM_Gravity                           Landsat30Bare_5                 Relief_focalrange1000m_1s 
                               10.3712563                                10.1073561                                 9.6772540 
                     Relief_mrrtf6g.a5_1s                            Soil_Kaolinite                             Relief_twi_1s 
                                9.6017722                                 8.9110767                                 8.0385072 
                          Landsat30Bare_2                    Veg_FractCover_Mean_PV                         Relief_slopepct1s 
                                7.3557290                                 6.1905430                                 6.1192464 
                          Landsat30Bare_3                    Veg_FractCover_Mean_BS                           Landsat30Bare_6 
                                5.8554295                                 4.8792840                                 4.8684673 
                          Landsat30Bare_4                              PM_Magnetics                  Veg_Persistant_green_Veg 
                                4.7264784                                 4.6336169                                 4.0442218 
                              Soil_Illite               Relief_profile_curvature_1s                          Relief_aspect_1s 
                                2.5510838                                 1.6005267                                 0.5740353 
                 Relief_plan_curvature_1s 
                                0.5483462