Prepare variables
Unscale function
ROS Sensitivity Analysis
##
## Call:
## sobol(model = NULL, X1 = X1, X2 = X2, order = 2)
##
## Model runs: 29000
##
## Sobol indices
## original
## Status 0.09958641
## Live_Fuel_Moisture 0.09845820
## Dead_Fuel_Moisture 0.32696720
## Live_Biomass -0.01196844
## Dead_Biomass -0.01875807
## Litter_Biomass 0.23139445
## TreeBH -0.03746826
## Status*Live_Fuel_Moisture 0.05719665
## Status*Dead_Fuel_Moisture 0.06699602
## Status*Live_Biomass 0.02039729
## Status*Dead_Biomass 0.05290692
## Status*Litter_Biomass 0.08291316
## Status*TreeBH 0.03566446
## Live_Fuel_Moisture*Dead_Fuel_Moisture 0.04157820
## Live_Fuel_Moisture*Live_Biomass 0.04029792
## Live_Fuel_Moisture*Dead_Biomass 0.04063566
## Live_Fuel_Moisture*Litter_Biomass 0.04155040
## Live_Fuel_Moisture*TreeBH 0.03652193
## Dead_Fuel_Moisture*Live_Biomass 0.04031923
## Dead_Fuel_Moisture*Dead_Biomass 0.03976059
## Dead_Fuel_Moisture*Litter_Biomass 0.04254222
## Dead_Fuel_Moisture*TreeBH 0.03702412
## Live_Biomass*Dead_Biomass 0.04103061
## Live_Biomass*Litter_Biomass 0.04094757
## Live_Biomass*TreeBH 0.03779325
## Dead_Biomass*Litter_Biomass 0.04067024
## Dead_Biomass*TreeBH 0.03839569
## Litter_Biomass*TreeBH 0.03559479
FL Sensitivity Analysis
##
## Call:
## sobol(model = NULL, X1 = X1, X2 = X2, order = 2)
##
## Model runs: 29000
##
## Sobol indices
## original
## Status -0.168041878
## Live_Fuel_Moisture 0.005518407
## Dead_Fuel_Moisture 0.248767568
## Live_Biomass -0.143760652
## Dead_Biomass -0.062976976
## Litter_Biomass 0.518406197
## TreeBH 0.165935309
## Status*Live_Fuel_Moisture 0.314293239
## Status*Dead_Fuel_Moisture -0.228962068
## Status*Live_Biomass 0.160609898
## Status*Dead_Biomass 0.068514225
## Status*Litter_Biomass 0.154055958
## Status*TreeBH -0.065102520
## Live_Fuel_Moisture*Dead_Fuel_Moisture 0.008377762
## Live_Fuel_Moisture*Live_Biomass 0.330503464
## Live_Fuel_Moisture*Dead_Biomass 1.126452085
## Live_Fuel_Moisture*Litter_Biomass -0.019586687
## Live_Fuel_Moisture*TreeBH -0.316243970
## Dead_Fuel_Moisture*Live_Biomass 0.132027220
## Dead_Fuel_Moisture*Dead_Biomass -0.117557318
## Dead_Fuel_Moisture*Litter_Biomass -0.146462543
## Dead_Fuel_Moisture*TreeBH -0.177637786
## Live_Biomass*Dead_Biomass 0.129383130
## Live_Biomass*Litter_Biomass 0.047564379
## Live_Biomass*TreeBH 0.008180238
## Dead_Biomass*Litter_Biomass 0.046499467
## Dead_Biomass*TreeBH -0.230032731
## Litter_Biomass*TreeBH -0.245283578
FI Sensitivity Analysis
##
## Call:
## sobol(model = NULL, X1 = X1, X2 = X2, order = 2)
##
## Model runs: 29000
##
## Sobol indices
## original
## Status 0.093275204
## Live_Fuel_Moisture 0.098860030
## Dead_Fuel_Moisture 0.302814554
## Live_Biomass 0.004816800
## Dead_Biomass 0.059310765
## Litter_Biomass 0.292494718
## TreeBH 0.013248315
## Status*Live_Fuel_Moisture -0.025322707
## Status*Dead_Fuel_Moisture -0.023911265
## Status*Live_Biomass -0.026574179
## Status*Dead_Biomass 0.003729514
## Status*Litter_Biomass 0.110226644
## Status*TreeBH -0.033391364
## Live_Fuel_Moisture*Dead_Fuel_Moisture -0.034278650
## Live_Fuel_Moisture*Live_Biomass -0.004169130
## Live_Fuel_Moisture*Dead_Biomass -0.005915593
## Live_Fuel_Moisture*Litter_Biomass -0.001271304
## Live_Fuel_Moisture*TreeBH -0.026184690
## Dead_Fuel_Moisture*Live_Biomass -0.209843216
## Dead_Fuel_Moisture*Dead_Biomass -0.017397087
## Dead_Fuel_Moisture*Litter_Biomass 0.036831077
## Dead_Fuel_Moisture*TreeBH -0.030279811
## Live_Biomass*Dead_Biomass -0.012148770
## Live_Biomass*Litter_Biomass 0.076623214
## Live_Biomass*TreeBH -0.010256261
## Dead_Biomass*Litter_Biomass 0.060306886
## Dead_Biomass*TreeBH -0.034497658
## Litter_Biomass*TreeBH 0.053897050
CTR Sensitivity Analysis
##
## Call:
## sobol(model = NULL, X1 = X1, X2 = X2, order = 2)
##
## Model runs: 29000
##
## Sobol indices
## original
## Status 0.057532786
## Live_Fuel_Moisture 0.060123627
## Dead_Fuel_Moisture 0.105662935
## Live_Biomass 0.005378531
## Dead_Biomass 0.001278916
## Litter_Biomass 0.058980811
## TreeBH 0.134975997
## Status*Live_Fuel_Moisture -0.100978452
## Status*Dead_Fuel_Moisture -0.035792057
## Status*Live_Biomass -0.051730478
## Status*Dead_Biomass -0.024092764
## Status*Litter_Biomass 0.028404738
## Status*TreeBH -0.125318347
## Live_Fuel_Moisture*Dead_Fuel_Moisture 0.048186025
## Live_Fuel_Moisture*Live_Biomass -0.085174780
## Live_Fuel_Moisture*Dead_Biomass 0.024413636
## Live_Fuel_Moisture*Litter_Biomass -0.038012103
## Live_Fuel_Moisture*TreeBH -0.068599769
## Dead_Fuel_Moisture*Live_Biomass -0.116106507
## Dead_Fuel_Moisture*Dead_Biomass 0.030085759
## Dead_Fuel_Moisture*Litter_Biomass 0.034781097
## Dead_Fuel_Moisture*TreeBH -0.056339676
## Live_Biomass*Dead_Biomass 0.025877102
## Live_Biomass*Litter_Biomass 0.018679903
## Live_Biomass*TreeBH -0.043059209
## Dead_Biomass*Litter_Biomass 0.006487862
## Dead_Biomass*TreeBH -0.062276489
## Litter_Biomass*TreeBH -0.034335711
CAR Sensitivity Analysis
##
## Call:
## sobol(model = NULL, X1 = X1, X2 = X2, order = 2)
##
## Model runs: 29000
##
## Sobol indices
## original
## Status -0.1333591
## Live_Fuel_Moisture -0.1267904
## Dead_Fuel_Moisture 0.8672599
## Live_Biomass -0.1757523
## Dead_Biomass -0.1757498
## Litter_Biomass -0.1757714
## TreeBH -0.1757514
## Status*Live_Fuel_Moisture 0.1998322
## Status*Dead_Fuel_Moisture 0.1957119
## Status*Live_Biomass 0.1757481
## Status*Dead_Biomass 0.1757421
## Status*Litter_Biomass 0.1757614
## Status*TreeBH 0.1757412
## Live_Fuel_Moisture*Dead_Fuel_Moisture 0.1757571
## Live_Fuel_Moisture*Live_Biomass 0.1757645
## Live_Fuel_Moisture*Dead_Biomass 0.1757328
## Live_Fuel_Moisture*Litter_Biomass 0.1757182
## Live_Fuel_Moisture*TreeBH 0.1757363
## Dead_Fuel_Moisture*Live_Biomass 0.1757406
## Dead_Fuel_Moisture*Dead_Biomass 0.1757588
## Dead_Fuel_Moisture*Litter_Biomass 0.1757708
## Dead_Fuel_Moisture*TreeBH 0.1757558
## Live_Biomass*Dead_Biomass 0.1757367
## Live_Biomass*Litter_Biomass 0.1757806
## Live_Biomass*TreeBH 0.1757477
## Dead_Biomass*Litter_Biomass 0.1757895
## Dead_Biomass*TreeBH 0.1757505
## Litter_Biomass*TreeBH 0.1757698
CROS Sensitivity Analysis
##
## Call:
## sobol(model = NULL, X1 = X1, X2 = X2, order = 2)
##
## Model runs: 29000
##
## Sobol indices
## original
## Status -0.1087121
## Live_Fuel_Moisture -0.1331405
## Dead_Fuel_Moisture 0.8587344
## Live_Biomass -0.1684663
## Dead_Biomass -0.1687246
## Litter_Biomass -0.1684334
## TreeBH -0.1686043
## Status*Live_Fuel_Moisture 0.1957080
## Status*Dead_Fuel_Moisture 0.1902591
## Status*Live_Biomass 0.1683553
## Status*Dead_Biomass 0.1690617
## Status*Litter_Biomass 0.1686452
## Status*TreeBH 0.1689511
## Live_Fuel_Moisture*Dead_Fuel_Moisture 0.1682765
## Live_Fuel_Moisture*Live_Biomass 0.1683596
## Live_Fuel_Moisture*Dead_Biomass 0.1685988
## Live_Fuel_Moisture*Litter_Biomass 0.1681901
## Live_Fuel_Moisture*TreeBH 0.1684692
## Dead_Fuel_Moisture*Live_Biomass 0.1682135
## Dead_Fuel_Moisture*Dead_Biomass 0.1684959
## Dead_Fuel_Moisture*Litter_Biomass 0.1682931
## Dead_Fuel_Moisture*TreeBH 0.1685290
## Live_Biomass*Dead_Biomass 0.1686394
## Live_Biomass*Litter_Biomass 0.1682122
## Live_Biomass*TreeBH 0.1686339
## Dead_Biomass*Litter_Biomass 0.1687570
## Dead_Biomass*TreeBH 0.1687145
## Litter_Biomass*TreeBH 0.1681123
CFL Sensitivity Analysis
##
## Call:
## sobol(model = NULL, X1 = X1, X2 = X2, order = 2)
##
## Model runs: 29000
##
## Sobol indices
## original
## Status -0.1555318
## Live_Fuel_Moisture -0.1276319
## Dead_Fuel_Moisture 0.8506143
## Live_Biomass -0.1688508
## Dead_Biomass -0.1779341
## Litter_Biomass -0.1702457
## TreeBH -0.1021889
## Status*Live_Fuel_Moisture 0.1813124
## Status*Dead_Fuel_Moisture 0.1782252
## Status*Live_Biomass 0.1701980
## Status*Dead_Biomass 0.1778360
## Status*Litter_Biomass 0.1763447
## Status*TreeBH 0.1718452
## Live_Fuel_Moisture*Dead_Fuel_Moisture 0.1824157
## Live_Fuel_Moisture*Live_Biomass 0.1680257
## Live_Fuel_Moisture*Dead_Biomass 0.1738283
## Live_Fuel_Moisture*Litter_Biomass 0.1641834
## Live_Fuel_Moisture*TreeBH 0.1694997
## Dead_Fuel_Moisture*Live_Biomass 0.1601307
## Dead_Fuel_Moisture*Dead_Biomass 0.1737775
## Dead_Fuel_Moisture*Litter_Biomass 0.1779409
## Dead_Fuel_Moisture*TreeBH 0.1728014
## Live_Biomass*Dead_Biomass 0.1677388
## Live_Biomass*Litter_Biomass 0.1748415
## Live_Biomass*TreeBH 0.1628761
## Dead_Biomass*Litter_Biomass 0.1757651
## Dead_Biomass*TreeBH 0.1719220
## Litter_Biomass*TreeBH 0.1706204
CFin Sensitivity Analysis
##
## Call:
## sobol(model = NULL, X1 = X1, X2 = X2, order = 2)
##
## Model runs: 29000
##
## Sobol indices
## original
## Status -0.09614347
## Live_Fuel_Moisture -0.05504289
## Dead_Fuel_Moisture 0.75263415
## Live_Biomass -0.14161009
## Dead_Biomass -0.12999284
## Litter_Biomass -0.11961500
## TreeBH -0.02314387
## Status*Live_Fuel_Moisture 0.14497075
## Status*Dead_Fuel_Moisture 0.14565303
## Status*Live_Biomass 0.14038593
## Status*Dead_Biomass 0.12822955
## Status*Litter_Biomass 0.12725822
## Status*TreeBH 0.12673448
## Live_Fuel_Moisture*Dead_Fuel_Moisture 0.13243652
## Live_Fuel_Moisture*Live_Biomass 0.14378100
## Live_Fuel_Moisture*Dead_Biomass 0.12882342
## Live_Fuel_Moisture*Litter_Biomass 0.12878258
## Live_Fuel_Moisture*TreeBH 0.12968043
## Dead_Fuel_Moisture*Live_Biomass 0.13711565
## Dead_Fuel_Moisture*Dead_Biomass 0.12920702
## Dead_Fuel_Moisture*Litter_Biomass 0.12628968
## Dead_Fuel_Moisture*TreeBH 0.12819806
## Live_Biomass*Dead_Biomass 0.13938372
## Live_Biomass*Litter_Biomass 0.14178058
## Live_Biomass*TreeBH 0.13960376
## Dead_Biomass*Litter_Biomass 0.12850404
## Dead_Biomass*TreeBH 0.12747357
## Litter_Biomass*TreeBH 0.12602124