9  Analyse de sensibilité

9.1 Résumé des combinaisons testées

Table 9.1
stdrpmat vitircarb run_set mafruit_mean mafruit_sd
500 0.005 potential 3.0730 0.4839
520 0.005 potential 3.2170 0.5251
540 0.005 potential 3.3687 0.5573
560 0.005 potential 3.5257 0.5615
580 0.005 potential 3.6839 0.5813
600 0.005 potential 3.8099 0.5674
620 0.005 potential 3.9442 0.5902
640 0.005 potential 4.0543 0.6485
660 0.005 potential 4.1661 0.6973
680 0.005 potential 4.2811 0.7311
700 0.005 potential 4.3742 0.7175
720 0.005 potential 4.4475 0.7559
740 0.005 potential 4.5474 0.7617
760 0.005 potential 4.6271 0.7537
780 0.005 potential 4.6917 0.7650
800 0.005 potential 4.7792 0.7923
820 0.005 potential 4.8557 0.8250
840 0.005 potential 4.9443 0.8435
860 0.005 potential 5.0426 0.8618
880 0.005 potential 5.1243 0.8677
900 0.005 potential 5.2066 0.8634
500 0.006 potential 3.6875 0.5807
520 0.006 potential 3.8604 0.6301
540 0.006 potential 4.0424 0.6687
560 0.006 potential 4.2307 0.6738
580 0.006 potential 4.4205 0.6975
600 0.006 potential 4.5716 0.6808
620 0.006 potential 4.7327 0.7081
640 0.006 potential 4.8649 0.7781
660 0.006 potential 4.9989 0.8366
680 0.006 potential 5.1369 0.8772
700 0.006 potential 5.2485 0.8609
720 0.006 potential 5.3365 0.9069
740 0.006 potential 5.4560 0.9137
760 0.006 potential 5.5413 0.9037
780 0.006 potential 5.6290 0.9174
800 0.006 potential 5.7332 0.9497
820 0.006 potential 5.8234 0.9876
840 0.006 potential 5.9297 1.0096
860 0.006 potential 6.0475 1.0313
880 0.006 potential 6.1455 1.0381
900 0.006 potential 6.2441 1.0325
500 0.007 potential 4.3021 0.6775
520 0.007 potential 4.5038 0.7351
540 0.007 potential 4.7160 0.7802
560 0.007 potential 4.9357 0.7861
580 0.007 potential 5.1572 0.8137
600 0.007 potential 5.3334 0.7942
620 0.007 potential 5.5213 0.8260
640 0.007 potential 5.6754 0.9077
660 0.007 potential 5.8316 0.9758
680 0.007 potential 5.9926 1.0233
700 0.007 potential 6.1225 1.0040
720 0.007 potential 6.2252 1.0578
740 0.007 potential 6.3642 1.0654
760 0.007 potential 6.4637 1.0539
780 0.007 potential 6.5653 1.0694
800 0.007 potential 6.6862 1.1066
820 0.007 potential 6.7914 1.1506
840 0.007 potential 6.9152 1.1760
860 0.007 potential 7.0525 1.2011
880 0.007 potential 7.1667 1.2088
900 0.007 potential 7.2817 1.2020
500 0.008 potential 4.9166 0.7742
520 0.008 potential 5.1470 0.8402
540 0.008 potential 5.3896 0.8916
560 0.008 potential 5.6407 0.8983
580 0.008 potential 5.8928 0.9300
600 0.008 potential 6.0930 0.9076
620 0.008 potential 6.2931 0.9457
640 0.008 potential 6.4691 1.0417
660 0.008 potential 6.6601 1.1161
680 0.008 potential 6.8312 1.1755
700 0.008 potential 6.9793 1.1556
720 0.008 potential 7.0964 1.2153
740 0.008 potential 7.2534 1.2253
760 0.008 potential 7.3670 1.2111
780 0.008 potential 7.4672 1.2206
800 0.008 potential 7.6183 1.2663
820 0.008 potential 7.7509 1.3118
840 0.008 potential 7.8660 1.3316
860 0.008 potential 8.0227 1.3585
880 0.008 potential 8.1530 1.3676
900 0.008 potential 8.2975 1.3700
500 0.009 potential 5.5310 0.8710
520 0.009 potential 5.7902 0.9452
540 0.009 potential 6.0631 1.0030
560 0.009 potential 6.3454 1.0106
580 0.009 potential 6.6289 1.0461
600 0.009 potential 6.8538 1.0208
620 0.009 potential 7.0784 1.0634
640 0.009 potential 7.2759 1.1711
660 0.009 potential 7.4719 1.2472
680 0.009 potential 7.6825 1.3216
700 0.009 potential 7.8476 1.2980
720 0.009 potential 7.9793 1.3658
740 0.009 potential 8.1390 1.3712
760 0.009 potential 8.2668 1.3573
780 0.009 potential 8.3940 1.3715
800 0.009 potential 8.5488 1.4159
820 0.009 potential 8.6977 1.4656
840 0.009 potential 8.8418 1.4948
860 0.009 potential 9.0177 1.5246
880 0.009 potential 9.1641 1.5341
900 0.009 potential 9.3115 1.5248
500 0.010 potential 6.1449 0.9677
520 0.010 potential 6.4326 1.0500
540 0.010 potential 6.7357 1.1146
560 0.010 potential 7.0487 1.1231
580 0.010 potential 7.3637 1.1625
600 0.010 potential 7.6135 1.1343
620 0.010 potential 7.8631 1.1821
640 0.010 potential 8.0821 1.3019
660 0.010 potential 8.2998 1.3864
680 0.010 potential 8.5331 1.4690
700 0.010 potential 8.7146 1.4422
720 0.010 potential 8.8610 1.5176
740 0.010 potential 9.0385 1.5243
760 0.010 potential 9.1965 1.5117
780 0.010 potential 9.3378 1.5286
800 0.010 potential 9.5097 1.5785
820 0.010 potential 9.6750 1.6340
840 0.010 potential 9.8350 1.6671
860 0.010 potential 10.0304 1.7006
880 0.010 potential 10.1929 1.7123
900 0.010 potential 10.3567 1.7031
500 0.011 potential 6.7594 1.0645
520 0.011 potential 7.0758 1.1550
540 0.011 potential 7.4092 1.2261
560 0.011 potential 7.7536 1.2354
580 0.011 potential 8.1000 1.2788
600 0.011 potential 8.3745 1.2477
620 0.011 potential 8.6485 1.3000
640 0.011 potential 8.8895 1.4317
660 0.011 potential 9.1289 1.5249
680 0.011 potential 9.3855 1.6157
700 0.011 potential 9.5851 1.5860
720 0.011 potential 9.7462 1.6691
740 0.011 potential 9.9414 1.6766
760 0.011 potential 10.1152 1.6627
780 0.011 potential 10.2706 1.6811
800 0.011 potential 10.4597 1.7360
820 0.011 potential 10.6414 1.7969
840 0.011 potential 10.8174 1.8332
860 0.011 potential 11.0216 1.8549
880 0.011 potential 11.1826 1.8427
900 0.011 potential 11.3627 1.8353
500 0.012 potential 7.3739 1.1612
520 0.012 potential 7.7190 1.2600
540 0.012 potential 8.0828 1.3375
560 0.012 potential 8.4583 1.3477
580 0.012 potential 8.8361 1.3949
600 0.012 potential 9.1356 1.3610
620 0.012 potential 9.4345 1.4180
640 0.012 potential 9.6975 1.5616
660 0.012 potential 9.9587 1.6634
680 0.012 potential 10.2327 1.7510
700 0.012 potential 10.4505 1.7192
720 0.012 potential 10.6087 1.7762
740 0.012 potential 10.8236 1.7887
760 0.012 potential 11.0133 1.7765
780 0.012 potential 11.1829 1.8000
800 0.012 potential 11.3792 1.8516
820 0.012 potential 11.5582 1.8974
840 0.012 potential 11.7089 1.8960
860 0.012 potential 11.8965 1.8971
880 0.012 potential 12.0342 1.8732
900 0.012 potential 12.1026 1.8586
500 0.013 potential 7.9883 1.2580
520 0.013 potential 8.3623 1.3650
540 0.013 potential 8.7563 1.4490
560 0.013 potential 9.1630 1.4600
580 0.013 potential 9.5723 1.5112
600 0.013 potential 9.8967 1.4744
620 0.013 potential 10.2205 1.5361
640 0.013 potential 10.4753 1.6303
660 0.013 potential 10.7372 1.7061
680 0.013 potential 11.0194 1.7856
700 0.013 potential 11.2513 1.7564
720 0.013 potential 11.4227 1.8288
740 0.013 potential 11.6284 1.8213
760 0.013 potential 11.8027 1.7765
780 0.013 potential 11.9765 1.8093
800 0.013 potential 12.1327 1.8327
820 0.013 potential 12.2534 1.8529
840 0.013 potential 12.3353 1.8029
860 0.013 potential 12.3650 1.7468
880 0.013 potential 12.3841 1.6882
900 0.013 potential 12.4032 1.6313
500 0.014 potential 8.6028 1.3548
520 0.014 potential 9.0054 1.4700
540 0.014 potential 9.4297 1.5604
560 0.014 potential 9.8678 1.5723
580 0.014 potential 10.3059 1.6220
600 0.014 potential 10.6326 1.5364
620 0.014 potential 10.9588 1.5641
640 0.014 potential 11.2203 1.6538
660 0.014 potential 11.5024 1.7507
680 0.014 potential 11.7840 1.8291
700 0.014 potential 12.0176 1.7926
720 0.014 potential 12.1303 1.8124
740 0.014 potential 12.2518 1.7698
760 0.014 potential 12.3397 1.7116
780 0.014 potential 12.4343 1.7145
800 0.014 potential 12.4859 1.6887
820 0.014 potential 12.4922 1.6887
840 0.014 potential 12.5128 1.6198
860 0.014 potential 12.5186 1.6004
880 0.014 potential 12.5186 1.6004
900 0.014 potential 12.5186 1.6004
500 0.015 potential 9.2172 1.4515
520 0.015 potential 9.6486 1.5750
540 0.015 potential 10.1032 1.6719
560 0.015 potential 10.5423 1.6237
580 0.015 potential 10.9856 1.6352
600 0.015 potential 11.3357 1.5509
620 0.015 potential 11.6851 1.5956
640 0.015 potential 11.9587 1.7000
660 0.015 potential 12.1887 1.7522
680 0.015 potential 12.3466 1.7517
700 0.015 potential 12.4859 1.6633
720 0.015 potential 12.5404 1.6670
740 0.015 potential 12.5918 1.6011
760 0.015 potential 12.6296 1.5197
780 0.015 potential 12.6363 1.5187
800 0.015 potential 12.6524 1.5029
820 0.015 potential 12.6524 1.5029
840 0.015 potential 12.6524 1.5029
860 0.015 potential 12.6524 1.5029
880 0.015 potential 12.6524 1.5029
900 0.015 potential 12.6524 1.5029
500 0.016 potential 9.8316 1.5483
520 0.016 potential 10.2761 1.6472
540 0.016 potential 10.7246 1.6839
560 0.016 potential 11.1924 1.6440
580 0.016 potential 11.6652 1.6728
600 0.016 potential 12.0386 1.5920
620 0.016 potential 12.3501 1.6090
640 0.016 potential 12.4862 1.6252
660 0.016 potential 12.6208 1.6467
680 0.016 potential 12.7072 1.6316
700 0.016 potential 12.7684 1.5119
720 0.016 potential 12.7779 1.5106
740 0.016 potential 12.7867 1.4769
760 0.016 potential 12.7867 1.4769
780 0.016 potential 12.7934 1.4790
800 0.016 potential 12.7934 1.4790
820 0.016 potential 12.7934 1.4790
840 0.016 potential 12.7934 1.4790
860 0.016 potential 12.7934 1.4790
880 0.016 potential 12.7934 1.4790
900 0.016 potential 12.7934 1.4790
500 0.017 potential 10.4439 1.6408
520 0.017 potential 10.8690 1.6595
540 0.017 potential 11.3456 1.7151
560 0.017 potential 11.8114 1.6480
580 0.017 potential 12.2996 1.6948
600 0.017 potential 12.5842 1.5551
620 0.017 potential 12.7357 1.5000
640 0.017 potential 12.8084 1.5100
660 0.017 potential 12.8620 1.5241
680 0.017 potential 12.8970 1.4929
700 0.017 potential 12.9200 1.4799
720 0.017 potential 12.9200 1.4799
740 0.017 potential 12.9200 1.4799
760 0.017 potential 12.9200 1.4799
780 0.017 potential 12.9200 1.4799
800 0.017 potential 12.9200 1.4799
820 0.017 potential 12.9200 1.4799
840 0.017 potential 12.9200 1.4799
860 0.017 potential 12.9200 1.4799
880 0.017 potential 12.9200 1.4799
900 0.017 potential 12.9200 1.4799
500 0.018 potential 11.0118 1.6564
520 0.018 potential 11.4619 1.6903
540 0.018 potential 11.9275 1.7208
560 0.018 potential 12.3737 1.6329
580 0.018 potential 12.6825 1.5978
600 0.018 potential 12.8540 1.4205
620 0.018 potential 12.9572 1.3840
640 0.018 potential 12.9690 1.3882
660 0.018 potential 12.9690 1.3882
680 0.018 potential 12.9783 1.3816
700 0.018 potential 12.9920 1.3740
720 0.018 potential 12.9920 1.3740
740 0.018 potential 12.9920 1.3740
760 0.018 potential 12.9920 1.3740
780 0.018 potential 12.9920 1.3740
800 0.018 potential 12.9920 1.3740
820 0.018 potential 12.9920 1.3740
840 0.018 potential 12.9920 1.3740
860 0.018 potential 12.9920 1.3740
880 0.018 potential 12.9920 1.3740
900 0.018 potential 12.9920 1.3740
500 0.019 potential 11.5769 1.6855
520 0.019 potential 12.0099 1.6880
540 0.019 potential 12.4305 1.6982
560 0.019 potential 12.7045 1.5225
580 0.019 potential 12.8471 1.4683
600 0.019 potential 12.9669 1.2905
620 0.019 potential 12.9958 1.2813
640 0.019 potential 12.9958 1.2813
660 0.019 potential 12.9958 1.2813
680 0.019 potential 13.0052 1.2753
700 0.019 potential 13.0189 1.2685
720 0.019 potential 13.0189 1.2685
740 0.019 potential 13.0189 1.2685
760 0.019 potential 13.0189 1.2685
780 0.019 potential 13.0189 1.2685
800 0.019 potential 13.0189 1.2685
820 0.019 potential 13.0189 1.2685
840 0.019 potential 13.0189 1.2685
860 0.019 potential 13.0189 1.2685
880 0.019 potential 13.0189 1.2685
900 0.019 potential 13.0189 1.2685
500 0.020 potential 12.0732 1.6675
520 0.020 potential 12.4406 1.6386
540 0.020 potential 12.6514 1.5706
560 0.020 potential 12.8344 1.3940
580 0.020 potential 12.9224 1.3622
600 0.020 potential 12.9843 1.2026
620 0.020 potential 13.0076 1.1877
640 0.020 potential 13.0076 1.1877
660 0.020 potential 13.0076 1.1877
680 0.020 potential 13.0170 1.1803
700 0.020 potential 13.0307 1.1716
720 0.020 potential 13.0307 1.1716
740 0.020 potential 13.0307 1.1716
760 0.020 potential 13.0307 1.1716
780 0.020 potential 13.0307 1.1716
800 0.020 potential 13.0307 1.1716
820 0.020 potential 13.0307 1.1716
840 0.020 potential 13.0307 1.1716
860 0.020 potential 13.0307 1.1716
880 0.020 potential 13.0307 1.1716
900 0.020 potential 13.0307 1.1716
500 0.005 W_stress 2.9283 0.6710
520 0.005 W_stress 3.0602 0.7183
540 0.005 W_stress 3.1901 0.7677
560 0.005 W_stress 3.3341 0.7871
580 0.005 W_stress 3.4641 0.8291
600 0.005 W_stress 3.5848 0.8424
620 0.005 W_stress 3.6899 0.8947
640 0.005 W_stress 3.7906 0.9555
660 0.005 W_stress 3.9014 1.0103
680 0.005 W_stress 3.9898 1.0599
700 0.005 W_stress 4.0608 1.0650
720 0.005 W_stress 4.1423 1.0957
740 0.005 W_stress 4.2131 1.1335
760 0.005 W_stress 4.2759 1.1369
780 0.005 W_stress 4.3319 1.1517
800 0.005 W_stress 4.4082 1.1671
820 0.005 W_stress 4.4856 1.1852
840 0.005 W_stress 4.5735 1.2021
860 0.005 W_stress 4.6619 1.2229
880 0.005 W_stress 4.7479 1.2246
900 0.005 W_stress 4.8017 1.2420
500 0.006 W_stress 3.5139 0.8053
520 0.006 W_stress 3.6722 0.8620
540 0.006 W_stress 3.8280 0.9213
560 0.006 W_stress 4.0007 0.9446
580 0.006 W_stress 4.1566 0.9949
600 0.006 W_stress 4.3015 1.0109
620 0.006 W_stress 4.4276 1.0737
640 0.006 W_stress 4.5484 1.1466
660 0.006 W_stress 4.6813 1.2122
680 0.006 W_stress 4.7873 1.2719
700 0.006 W_stress 4.8724 1.2778
720 0.006 W_stress 4.9702 1.3148
740 0.006 W_stress 5.0547 1.3599
760 0.006 W_stress 5.1301 1.3640
780 0.006 W_stress 5.1970 1.3814
800 0.006 W_stress 5.2879 1.3995
820 0.006 W_stress 5.3790 1.4196
840 0.006 W_stress 5.4845 1.4397
860 0.006 W_stress 5.5904 1.4645
880 0.006 W_stress 5.6936 1.4663
900 0.006 W_stress 5.7580 1.4869
500 0.007 W_stress 4.0995 0.9395
520 0.007 W_stress 4.2841 1.0057
540 0.007 W_stress 4.4659 1.0748
560 0.007 W_stress 4.6674 1.1020
580 0.007 W_stress 4.8511 1.1597
600 0.007 W_stress 5.0202 1.1784
620 0.007 W_stress 5.1673 1.2516
640 0.007 W_stress 5.3082 1.3367
660 0.007 W_stress 5.4632 1.4132
680 0.007 W_stress 5.5870 1.4830
700 0.007 W_stress 5.6861 1.4898
720 0.007 W_stress 5.8003 1.5331
740 0.007 W_stress 5.8985 1.5852
760 0.007 W_stress 5.9865 1.5902
780 0.007 W_stress 6.0641 1.6102
800 0.007 W_stress 6.1694 1.6304
820 0.007 W_stress 6.2758 1.6539
840 0.007 W_stress 6.3988 1.6772
860 0.007 W_stress 6.5224 1.7061
880 0.007 W_stress 6.6427 1.7081
900 0.007 W_stress 6.7178 1.7317
500 0.008 W_stress 4.6851 1.0737
520 0.008 W_stress 4.8960 1.1493
540 0.008 W_stress 5.1037 1.2283
560 0.008 W_stress 5.3337 1.2596
580 0.008 W_stress 5.5405 1.3264
600 0.008 W_stress 5.7316 1.3470
620 0.008 W_stress 5.8849 1.4274
640 0.008 W_stress 6.0458 1.5266
660 0.008 W_stress 6.2225 1.6142
680 0.008 W_stress 6.3510 1.6947
700 0.008 W_stress 6.4638 1.7042
720 0.008 W_stress 6.5940 1.7519
740 0.008 W_stress 6.7044 1.8106
760 0.008 W_stress 6.8047 1.8161
780 0.008 W_stress 6.8772 1.8264
800 0.008 W_stress 7.0106 1.8555
820 0.008 W_stress 7.1444 1.8825
840 0.008 W_stress 7.2585 1.8931
860 0.008 W_stress 7.3993 1.9239
880 0.008 W_stress 7.5353 1.9284
900 0.008 W_stress 7.6342 1.9658
500 0.009 W_stress 5.2706 1.2079
520 0.009 W_stress 5.5078 1.2930
540 0.009 W_stress 5.7415 1.3818
560 0.009 W_stress 5.9999 1.4169
580 0.009 W_stress 6.2325 1.4920
600 0.009 W_stress 6.4472 1.5150
620 0.009 W_stress 6.6192 1.6050
640 0.009 W_stress 6.7997 1.7163
660 0.009 W_stress 6.9796 1.8042
680 0.009 W_stress 7.1422 1.9051
700 0.009 W_stress 7.2675 1.9145
720 0.009 W_stress 7.4140 1.9686
740 0.009 W_stress 7.5212 2.0252
760 0.009 W_stress 7.6341 2.0326
780 0.009 W_stress 7.7302 2.0514
800 0.009 W_stress 7.8587 2.0870
820 0.009 W_stress 8.0089 2.1165
840 0.009 W_stress 8.1441 2.1544
860 0.009 W_stress 8.2945 2.2048
880 0.009 W_stress 8.4409 2.2234
900 0.009 W_stress 8.5370 2.2521
500 0.010 W_stress 5.8555 1.3419
520 0.010 W_stress 6.1188 1.4363
540 0.010 W_stress 6.3784 1.5352
560 0.010 W_stress 6.6649 1.5740
580 0.010 W_stress 6.9232 1.6574
600 0.010 W_stress 7.1553 1.6960
620 0.010 W_stress 7.3464 1.7963
640 0.010 W_stress 7.5465 1.9198
660 0.010 W_stress 7.7464 2.0174
680 0.010 W_stress 7.9263 2.1293
700 0.010 W_stress 8.0551 2.1561
720 0.010 W_stress 8.2092 2.2334
740 0.010 W_stress 8.3283 2.2966
760 0.010 W_stress 8.4697 2.3132
780 0.010 W_stress 8.5764 2.3356
800 0.010 W_stress 8.7175 2.3792
820 0.010 W_stress 8.8842 2.4132
840 0.010 W_stress 9.0343 2.4563
860 0.010 W_stress 9.2013 2.5130
880 0.010 W_stress 9.3638 2.5356
900 0.010 W_stress 9.4705 2.5687
500 0.011 W_stress 6.4411 1.4761
520 0.011 W_stress 6.7294 1.5823
540 0.011 W_stress 7.0149 1.6912
560 0.011 W_stress 7.3112 1.7719
580 0.011 W_stress 7.5954 1.8649
600 0.011 W_stress 7.8479 1.9141
620 0.011 W_stress 8.0577 2.0239
640 0.011 W_stress 8.2778 2.1591
660 0.011 W_stress 8.4976 2.2667
680 0.011 W_stress 8.6955 2.3892
700 0.011 W_stress 8.8371 2.4194
720 0.011 W_stress 9.0066 2.5045
740 0.011 W_stress 9.1377 2.5740
760 0.011 W_stress 9.2932 2.5933
780 0.011 W_stress 9.4105 2.6184
800 0.011 W_stress 9.5657 2.6668
820 0.011 W_stress 9.7491 2.7051
840 0.011 W_stress 9.9141 2.7530
860 0.011 W_stress 10.0870 2.8019
880 0.011 W_stress 10.2481 2.8051
900 0.011 W_stress 10.3654 2.8435
500 0.012 W_stress 7.0151 1.6337
520 0.012 W_stress 7.3206 1.7676
540 0.012 W_stress 7.6323 1.8873
560 0.012 W_stress 7.9558 1.9768
580 0.012 W_stress 8.2690 2.0777
600 0.012 W_stress 8.5446 2.1330
620 0.012 W_stress 8.7736 2.2527
640 0.012 W_stress 9.0138 2.3997
660 0.012 W_stress 9.2537 2.5171
680 0.012 W_stress 9.4639 2.6409
700 0.012 W_stress 9.6186 2.6753
720 0.012 W_stress 9.7842 2.7398
740 0.012 W_stress 9.9272 2.8177
760 0.012 W_stress 10.0970 2.8418
780 0.012 W_stress 10.2251 2.8715
800 0.012 W_stress 10.3843 2.9148
820 0.012 W_stress 10.5651 2.9365
840 0.012 W_stress 10.7088 2.9529
860 0.012 W_stress 10.8637 2.9807
880 0.012 W_stress 11.0032 3.0011
900 0.012 W_stress 11.0659 3.0035
500 0.013 W_stress 7.5809 1.8099
520 0.013 W_stress 7.9118 1.9554
540 0.013 W_stress 8.2492 2.0859
560 0.013 W_stress 8.5992 2.1844
580 0.013 W_stress 8.9349 2.2962
600 0.013 W_stress 9.2333 2.3575
620 0.013 W_stress 9.4812 2.4866
640 0.013 W_stress 9.7112 2.5967
660 0.013 W_stress 9.9499 2.6947
680 0.013 W_stress 10.1628 2.8127
700 0.013 W_stress 10.3260 2.8530
720 0.013 W_stress 10.5054 2.9295
740 0.013 W_stress 10.6332 2.9916
760 0.013 W_stress 10.7858 2.9890
780 0.013 W_stress 10.9193 3.0242
800 0.013 W_stress 11.0504 3.0418
820 0.013 W_stress 11.2056 3.0467
840 0.013 W_stress 11.3197 3.0405
860 0.013 W_stress 11.3913 3.0260
880 0.013 W_stress 11.4250 2.9982
900 0.013 W_stress 11.4296 2.9887
500 0.014 W_stress 8.1466 1.9882
520 0.014 W_stress 8.5031 2.1451
540 0.014 W_stress 8.8664 2.2861
560 0.014 W_stress 9.2438 2.3931
580 0.014 W_stress 9.6027 2.5099
600 0.014 W_stress 9.9015 2.5424
620 0.014 W_stress 10.1459 2.6507
640 0.014 W_stress 10.3807 2.7571
660 0.014 W_stress 10.6378 2.8716
680 0.014 W_stress 10.8528 2.9933
700 0.014 W_stress 11.0125 3.0279
720 0.014 W_stress 11.1388 3.0543
740 0.014 W_stress 11.2031 3.0664
760 0.014 W_stress 11.3290 3.0489
780 0.014 W_stress 11.4203 3.0658
800 0.014 W_stress 11.4862 3.0557
820 0.014 W_stress 11.5348 3.0264
840 0.014 W_stress 11.5596 3.0208
860 0.014 W_stress 11.5654 3.0225
880 0.014 W_stress 11.5654 3.0225
900 0.014 W_stress 11.5654 3.0225
500 0.015 W_stress 8.7124 2.1680
520 0.015 W_stress 9.0943 2.3362
540 0.015 W_stress 9.4836 2.4876
560 0.015 W_stress 9.8576 2.5556
580 0.015 W_stress 10.2161 2.6475
600 0.015 W_stress 10.5362 2.6920
620 0.015 W_stress 10.7980 2.8165
640 0.015 W_stress 11.0469 2.9358
660 0.015 W_stress 11.2523 3.0062
680 0.015 W_stress 11.3566 3.0478
700 0.015 W_stress 11.4409 3.0353
720 0.015 W_stress 11.5246 3.0445
740 0.015 W_stress 11.5468 3.0496
760 0.015 W_stress 11.6164 3.0220
780 0.015 W_stress 11.6309 3.0252
800 0.015 W_stress 11.6427 3.0083
820 0.015 W_stress 11.6427 3.0083
840 0.015 W_stress 11.6427 3.0083
860 0.015 W_stress 11.6427 3.0083
880 0.015 W_stress 11.6427 3.0083
900 0.015 W_stress 11.6427 3.0083
500 0.016 W_stress 9.2781 2.3490
520 0.016 W_stress 9.6698 2.5027
540 0.016 W_stress 10.0487 2.6110
560 0.016 W_stress 10.4471 2.6944
580 0.016 W_stress 10.8294 2.8033
600 0.016 W_stress 11.1709 2.8597
620 0.016 W_stress 11.3911 2.9560
640 0.016 W_stress 11.5248 2.9935
660 0.016 W_stress 11.6481 3.0257
680 0.016 W_stress 11.6765 3.0283
700 0.016 W_stress 11.7422 3.0085
720 0.016 W_stress 11.7838 3.0183
740 0.016 W_stress 11.7838 3.0183
760 0.016 W_stress 11.7838 3.0183
780 0.016 W_stress 11.7838 3.0183
800 0.016 W_stress 11.7838 3.0183
820 0.016 W_stress 11.7838 3.0183
840 0.016 W_stress 11.7838 3.0183
860 0.016 W_stress 11.7838 3.0183
880 0.016 W_stress 11.7838 3.0183
900 0.016 W_stress 11.7838 3.0183
500 0.017 W_stress 9.8417 2.5277
520 0.017 W_stress 10.2107 2.6233
540 0.017 W_stress 10.6132 2.7498
560 0.017 W_stress 11.0055 2.8172
580 0.017 W_stress 11.4043 2.9429
600 0.017 W_stress 11.6887 2.9653
620 0.017 W_stress 11.7749 2.9871
640 0.017 W_stress 11.8251 2.9870
660 0.017 W_stress 11.8855 3.0004
680 0.017 W_stress 11.9101 3.0039
700 0.017 W_stress 11.9258 2.9965
720 0.017 W_stress 11.9258 2.9965
740 0.017 W_stress 11.9258 2.9965
760 0.017 W_stress 11.9258 2.9965
780 0.017 W_stress 11.9258 2.9965
800 0.017 W_stress 11.9258 2.9965
820 0.017 W_stress 11.9258 2.9965
840 0.017 W_stress 11.9258 2.9965
860 0.017 W_stress 11.9258 2.9965
880 0.017 W_stress 11.9258 2.9965
900 0.017 W_stress 11.9258 2.9965
500 0.018 W_stress 10.3609 2.6469
520 0.018 W_stress 10.7517 2.7582
540 0.018 W_stress 11.1388 2.8640
560 0.018 W_stress 11.5218 2.9254
580 0.018 W_stress 11.7883 2.9827
600 0.018 W_stress 11.9192 2.9337
620 0.018 W_stress 11.9453 2.9314
640 0.018 W_stress 11.9713 2.9331
660 0.018 W_stress 11.9858 2.9357
680 0.018 W_stress 11.9858 2.9357
700 0.018 W_stress 11.9858 2.9357
720 0.018 W_stress 11.9858 2.9357
740 0.018 W_stress 11.9858 2.9357
760 0.018 W_stress 11.9858 2.9357
780 0.018 W_stress 11.9858 2.9357
800 0.018 W_stress 11.9858 2.9357
820 0.018 W_stress 11.9858 2.9357
840 0.018 W_stress 11.9858 2.9357
860 0.018 W_stress 11.9858 2.9357
880 0.018 W_stress 11.9858 2.9357
900 0.018 W_stress 11.9858 2.9357
500 0.019 W_stress 10.8774 2.7761
520 0.019 W_stress 11.2476 2.8629
540 0.019 W_stress 11.6067 2.9566
560 0.019 W_stress 11.8281 2.9355
580 0.019 W_stress 11.9629 2.9402
600 0.019 W_stress 12.0361 2.8688
620 0.019 W_stress 12.0621 2.8715
640 0.019 W_stress 12.0621 2.8715
660 0.019 W_stress 12.0621 2.8715
680 0.019 W_stress 12.0621 2.8715
700 0.019 W_stress 12.0621 2.8715
720 0.019 W_stress 12.0621 2.8715
740 0.019 W_stress 12.0621 2.8715
760 0.019 W_stress 12.0621 2.8715
780 0.019 W_stress 12.0621 2.8715
800 0.019 W_stress 12.0621 2.8715
820 0.019 W_stress 12.0621 2.8715
840 0.019 W_stress 12.0621 2.8715
860 0.019 W_stress 12.0621 2.8715
880 0.019 W_stress 12.0621 2.8715
900 0.019 W_stress 12.0621 2.8715
500 0.020 W_stress 11.3267 2.8618
520 0.020 W_stress 11.6408 2.9243
540 0.020 W_stress 11.8224 2.9358
560 0.020 W_stress 11.9719 2.8871
580 0.020 W_stress 12.0241 2.8788
600 0.020 W_stress 12.0642 2.8338
620 0.020 W_stress 12.0642 2.8338
640 0.020 W_stress 12.0642 2.8338
660 0.020 W_stress 12.0642 2.8338
680 0.020 W_stress 12.0642 2.8338
700 0.020 W_stress 12.0642 2.8338
720 0.020 W_stress 12.0642 2.8338
740 0.020 W_stress 12.0642 2.8338
760 0.020 W_stress 12.0642 2.8338
780 0.020 W_stress 12.0642 2.8338
800 0.020 W_stress 12.0642 2.8338
820 0.020 W_stress 12.0642 2.8338
840 0.020 W_stress 12.0642 2.8338
860 0.020 W_stress 12.0642 2.8338
880 0.020 W_stress 12.0642 2.8338
900 0.020 W_stress 12.0642 2.8338

9.2 Surface de réponse

Figure 9.1: Surface de réponse de mafruit en fonction de stdrpmat et vitircarb, facettée par run set.

9.3 Surface de RMSE

Figure 9.2: Surface de RMSE de mafruit (t MS/ha) par rapport aux observations, en fonction de stdrpmat et vitircarb, facettée par run set.

9.4 Surface de rRMSE

La rRMSE est définie ici comme RMSE / moyenne(obs) × 100. Elle exprime donc l’erreur en pourcentage du niveau moyen observé.

Figure 9.3: Surface de rRMSE de mafruit (%) par rapport aux observations, en fonction de stdrpmat et vitircarb, facettée par run set.

9.5 Surface de EF

L’EF (model efficiency, ou efficience de Nash-Sutcliffe) compare les simulations au prédicteur trivial obs = moyenne(obs).

  • EF = 1 : simulation parfaite
  • EF = 0 : le modèle fait aussi bien que la moyenne des observations
  • EF < 0 : le modèle fait moins bien que cette moyenne

Plus EF est élevé, meilleure est la qualité prédictive du modèle sur les observations considérées.

Figure 9.4: Surface de l’efficience modèle EF (Nash-Sutcliffe) pour mafruit, en fonction de stdrpmat et vitircarb, facettée par run set.

9.6 Profils marginaux

Figure 9.5: Profils marginaux de mafruit moyen pour stdrpmat et vitircarb autour de la zone calibrée.

9.7 Sensibilité hydrique LHS

9.8 Vérification inertie — run set potential

Table 9.2
point_id psisto psiturg swfacmin rapsenturg mafruit_mean
95 1 8.375 4.997 0.098 0.577 8.983
80 2 8.416 4.026 0.121 0.565 8.983
336 3 9.492 3.092 0.123 0.774 9.007
162 4 9.781 3.594 0.065 0.632 9.039
384 5 10.228 5.677 0.122 0.813 9.052
219 6 10.420 4.312 0.130 0.679 9.068
247 7 15.791 3.167 0.115 0.702 9.085
293 8 19.275 4.663 0.102 0.739 9.142
528 9 20.912 3.515 0.101 0.932 9.157
11 10 21.841 5.560 0.083 0.509 9.177

sd = 0.071. Comme sd < 0.1, les paramètres hydriques sont bien inertes en conditions potentielles.

9.9 Effets marginaux sur mafruit

Figure 9.6: Effets marginaux des paramètres hydriques sur le rendement grain moyen (mafruit) dans le run set W_stress.

9.10 Importance relative des paramètres (PRCC)

Figure 9.7: Importance relative des paramètres hydriques par PRCC sur mafruit_mean dans le run set W_stress.

9.11 Distribution du rendement simulé sous contrainte hydrique

Figure 9.8: Distribution du rendement simulé moyen (mafruit) pour le LHS hydrique (W_stress), comparée au potentiel et à l’étendue des observations.

Les lignes verticales indiquent la moyenne simulée en potential (trait noir tireté) ainsi que le minimum et le maximum observés sur le réseau IVD (traits pointillés rouges).

9.12 Interactions dominantes

Figure 9.9: Interaction entre les deux paramètres hydriques les plus influents selon le PRCC, colorée par mafruit_mean.

9.13 Top points vs observé

Figure 9.10: Comparaison observé vs simulé pour les 20 points LHS W_stress avec la plus faible RMSE.