Tuesday June 16, 2014
iPEST – iMOD Parameter Estimation
PTM Vermeulen1
1 Deltares Unit Subsurface and Groundwater Systems, Groundwater Management, the Netherlands
iPEST
Minimaliseer gesommeerde afwijkingen :
- Grondwaterstanden met metingen;
- Berekende afvoeren met
afvoermetingen;
- etc.
door aanpassen model parameters:
- doorlatendheden en weerstanden;
- bergingscoefficienten;
- etc.
17 juni 2014
Minimale gesommeerde
afwijking
Groter gesommeerde
afwijkingen
iPEST
Minimalisatie strategie - richting
- Gebaseerd op Levenberg –
Marquardt – kleinste kwadraten methode
- Gradienten (ver weg van het
minimum) en Gauss-Newton
approximation (dicht bij het
minimum)
17 juni 2014
Gradienten Methode
Gauss-Newton Methode
iPEST
Minimalisatie strategie - stapgrootte
- Grootte stap bij kleine verbetering doelfunctie (kleine gevoeligheid);
- Kleine stap bij grote verbetering doelfunctie (grote gevoeligheid);
- Maximale verandering per parameter per richtingsverandering;
17 juni 2014
Ongevoelige parameters
vertragen process (scaling,
eigenvalues)
iPEST
17 juni 2014
Gevoeligheid αi
Bereken Doelfunctie
Bereken Model
Update Parameters
< Doel-
functie
i-1
Kleinere stap in
aanpassings richting
parameters
( line-search )
Bereken Model
start
nee Signifi-
cant?
ja
Stop
nee
ja
einde
aantal parameters n
iPEST
iPEST Package
17 juni 2014
d:\iMOD\TestBank\iPEST\results
2 2 10 0 1 0 0 1
d:\iMOD\TestBank\iPEST\dbase\measure\measure004.ipf,2,1,2,3,4,5
1 0 0 0 0
20 30 0.100E-02 0.100E+03 0.980E+00
200000.0 400000.0 202500.0 402500.0 25.0 0.0
ACTIVE MODULES
1,0 (PST)
1,0 (BND)
1,1,1 (SHD)
1,0 (STO)
0,0 (ANI)
1,0 (KDW)
1,0 (vcw)
1,0 (RCH)
1,0 (WEL)
…
eenvoudig aan/uitzetten
iPEST
Minimaliseer Package
17 juni 2014
…
d:\iMOD\TestBank\iPEST\dbase\IB1.IDF
MODULES FOR EACH LAYER
4,(PST)
50,0.0001,0.0,0,0,1.0,0.0
1,"kd",1, 1 0.24,1.1,0.01,100.0,10.0
1,"kd",1, 2 30.53,1.1,0.01,100.0,10.0
1,"kd",1, 3 0.02,1.1,0.01,100.0,10.0
1,"kd",1, 4 35.74,1.1,0.01,100.0,10.0
1
d:\iMOD-SVN\TestBank\iPEST\dbase\zone\zone004.idf
2,(BND)
1,1.0,0.0,d:\iMOD\TestBank\iPEST\dbase\IB1.IDF
2,1.0,0.0,1.0
…
iPEST
Minimaliseer Package
17 juni 2014
…
d:\iMOD\TestBank\iPEST\dbase\IB1.IDF
MODULES FOR EACH LAYER
4,(PST)
50,0.0001,0.0,0,0,1.0,0.0
1,"kd",1, 1 0.24,1.1,0.01,100.0,10.0
1,"kd",1, 2 30.53,1.1,0.01,100.0,10.0
1,"kd",1, 3 0.02,1.1,0.01,100.0,10.0
1,"kd",1, 4 35.74,1.1,0.01,100.0,10.0
1
d:\iMOD-SVN\TestBank\iPEST\dbase\zone\zone004.idf
2,(BND)
1,1.0,0.0,d:\iMOD\TestBank\iPEST\dbase\IB1.IDF
2,1.0,0.0,1.0
…
KD
KH
KV
VC
SC
RC
RI
DC
IC
II
AH
AF
VA
HF
MS
MC
iPEST
Minimaliseer Package
17 juni 2014
…
d:\iMOD\TestBank\iPEST\dbase\IB1.IDF
MODULES FOR EACH LAYER
4,(PST)
50,0.0001,0.0,0,0,1.0,0.0
1,"kd",1, 1 0.24,1.1,0.01,100.0,10.0
1,"kd",1, 2 30.53,1.1,0.01,100.0,10.0
1,"kd",1, 3 0.02,1.1,0.01,100.0,10.0
1,"kd",1, 4 35.74,1.1,0.01,100.0,10.0
1
d:\iMOD-SVN\TestBank\iPEST\dbase\zone\zone004.idf
2,(BND)
1,1.0,0.0,d:\iMOD\TestBank\iPEST\dbase\IB1.IDF
2,1.0,0.0,1.0
…
ZONE 1 ZONE 2
ZONE 3 ZONE 4
INITIAL PARAMETER VALUE
iPEST
Functionaliteiten:
- Groeperen van parameters;
- Eenvoudig definieren van perioden, bijv:
17 juni 2014
…
d:\iMOD\TestBank\iPEST\dbase\IB1.IDF
MODULES FOR EACH LAYER
4,(PST)
50,0.0001,0.0,1,0,1.0,0.0
20140101 20140616
1,"kd",1, 1 0.24,1.1,0.01,100.0,10.0,1
1,"kd",1, 2 30.53,1.1,0.01,100.0,10.0,1
1,"kd",1, 3 0.02,1.1,0.01,100.0,10.0,2
1,"kd",1, 4 35.74,1.1,0.01,100.0,10.0,2
1
d:\iMOD-SVN\TestBank\iPEST\dbase\zone\zone004.idf
…
iPEST
Functionaliteiten:
- Gebruik externe batchfiles (>=1);
- Zonenummers kunnen real zijn waarbij fractie
gebruikt wordt om deel van parameter te
optimaliseren
17 juni 2014
d:\iMOD\TestBank\iPEST\dbase\IB1.IDF
MODULES FOR EACH LAYER
4,(PST)
50,0.0001,0.0,0,1,0.5,0.0
0.5,d:\balance.bat balance.txt
1,"kd",1, 1 0.24,1.1,0.01,100.0,10.0
1,"kd",1, 2 30.53,1.1,0.01,100.0,10.0
1,"kd",1, 3 0.02,1.1,0.01,100.0,10.0
1,"kd",1, 4 35.74,1.1,0.01,100.0,10.0
1
d:\iMOD-SVN\TestBank\iPEST\dbase\zone\zone004.idf
balance.bat
balance.txt
N
Meting, weging, berekende waarde
iPEST
Functionaliteiten:
- Parameter optimalisatie voor deelgebieden
en/of verschillende schalen:
17 juni 2014
d:\iMOD\TestBank\iPEST\results
2 2 10 0 1 0 0 -1
d:\iMOD\TestBank\iPEST\dbase\measure\measure004.ipf,2,1,2,3,4,5
1 0 0 0 0
20 30 0.100E-02 0.100E+03 0.980E+00
200000.0 400000.0 202500.0 402500.0 100.0 0.0
ACTIVE MODULES
1,0 (PST)
iPEST
17 juni 2014
IT GD LS TOT_J KD001001 KD001002 KD001003 KD001004
001 002 003 004
1 0 0 0.1089186E+02 0.240 30.530 0.020 35.740
1 1 0 0.1088020E+02 0.264 30.530 0.020 35.740
1 2 0 0.1109300E+02 0.240 33.583 0.020 35.740
1 3 0 0.1088994E+02 0.240 30.530 0.022 35.740
1 4 0 0.1109104E+02 0.240 30.530 0.020 39.314
Sensitivity (.):-.4336E-01-.1118E-02-.3200E-01-.9355E-03
Sensitivity (%): 56.013 1.444 41.335 1.208
Lambda/Damping Factor = 0.2919292 Steepest Descent
1 0 1 0.2167495E+01 0.296 4.604 0.021 5.137
2 1 0 0.2157394E+01 0.325 4.604 0.021 5.137
2 2 0 0.2317800E+01 0.296 5.064 0.021 5.137
2 3 0 0.2166126E+01 0.296 4.604 0.023 5.137
2 4 0 0.2328357E+01 0.296 4.604 0.021 5.651
Sensitivity (.):-.3830E-01-.1292E-01-.3840E-01-.1171E-01
Sensitivity (%): 37.797 12.754 37.896 11.553
Lambda/Damping Factor = 3.3749999E-03 Gauss Newton
…
eerste optimalisatie cycli gevoeligheids cycli
iPEST
17 juni 2014
IT GD LS TOT_J KD001001 KD001002 KD001003 KD001004
001 002 003 004
2 0 1 0.2537032E+00 1.610 1.527 0.101 1.485
3 1 0 0.2853811E+00 1.771 1.527 0.101 1.485
3 2 0 0.2771948E+00 1.610 1.680 0.101 1.485
3 3 0 0.2500343E+00 1.610 1.527 0.111 1.485
3 4 0 0.2724504E+00 1.610 1.527 0.101 1.634
Sensitivity (.):-.2619E-01-.2676E-01-.3543E-01-.2695E-01
Sensitivity (%): 22.708 23.202 30.721 23.370
Lambda/Damping Factor = 7.5937500E-03
3 0 1 0.1433038E-01 1.044 1.149 0.681 1.163
4 1 0 0.2051781E-01 1.149 1.149 0.681 1.163
4 2 0 0.1882220E-01 1.044 1.264 0.681 1.163
4 3 0 0.9693440E-02 1.044 1.149 0.749 1.163
4 4 0 0.1895949E-01 1.044 1.149 0.681 1.280
Sensitivity (.):-.3103E-01-.2966E-01-.3072E-01-.2986E-01
Sensitivity (%): 25.584 24.461 25.333 24.622
Lambda/Damping Factor = 1.0000000E-03
…
iPEST
17 juni 2014
IT GD LS TOT_J KD001001 KD001002 KD001003 KD001004
001 002 003 004
4 0 1 0.1276288E-03 0.924 1.099 0.964 1.087
5 1 0 0.2125847E-02 1.017 1.099 0.964 1.087
5 2 0 0.2216863E-02 0.924 1.209 0.964 1.087
5 3 0 0.2026457E-02 0.924 1.099 1.061 1.087
5 4 0 0.2326530E-02 0.924 1.099 0.964 1.195
Sensitivity (.):-.3216E-01-.2991E-01-.2824E-01-.3053E-01
Sensitivity (%): 26.613 24.751 23.372 25.265
Lambda/Damping Factor = 1.0000000E-03
5 0 1 0.2192430E-04 0.915 1.096 0.943 1.082
iPEST - Robustness
17 juni 2014
IT GD LS TOT_J KD001001 KD001002 KD001003 KD001004 KD001005 KD001006 KD001007 KD001008 KD001009 KD001010 KD001011 KD001012 KD001013 KD001014 KD001015 KD001016 KD001017 KD001018 KD001019 KD001020 KD001021 KD001022 KD001023 KD001024 KD001025
001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025
1 0 0 0.9915511E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 1 0 0.9969008E+01 2.684 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 2 0 0.9913670E+01 2.440 0.022 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 3 0 0.9913683E+01 2.440 0.020 0.022 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 4 0 0.9998845E+01 2.440 0.020 0.020 2.904 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 5 0 0.9912876E+01 2.440 0.020 0.020 2.640 0.022 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 6 0 0.1003987E+02 2.440 0.020 0.020 2.640 0.020 23.254 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 7 0 0.9914332E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.033 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 8 0 0.9913973E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.022 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 9 0 0.1004101E+02 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.919 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 10 0 0.1016891E+02 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 45.716 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 11 0 0.9911916E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.198 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 12 0 0.9915327E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.022 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 13 0 0.9914753E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.022 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 14 0 0.9918769E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 77.770 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 15 0 0.9913712E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.022 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 16 0 0.9907606E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.341 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 17 0 0.9912938E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 19.294 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 18 0 0.9905468E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 44.825 20.370 0.190 0.130 0.250 0.050 0.170 0.040
1 19 0 0.9901797E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 22.407 0.190 0.130 0.250 0.050 0.170 0.040
1 20 0 0.9904766E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.209 0.130 0.250 0.050 0.170 0.040
1 21 0 0.9904329E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.143 0.250 0.050 0.170 0.040
1 22 0 0.9903893E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.275 0.050 0.170 0.040
1 23 0 0.9912285E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.055 0.170 0.040
1 24 0 0.9906300E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.187 0.040
1 25 0 0.9910427E+01 2.440 0.020 0.020 2.640 0.020 21.140 0.030 0.020 6.290 41.560 0.180 0.020 0.020 70.700 0.020 0.310 17.540 40.750 20.370 0.190 0.130 0.250 0.050 0.170 0.044
Sensitivity (.):-.2009E-02-.1359E-01-.1014E-01-.3332E-02-.1591E-01-.3700E-03-.1466E-010.5198E-03-.3040E-02-.5604E-03-.1310E-01-.1351E-020.2512E-02-.4279E-04-.1532E-01-.9923E-02-.9691E-06-.8746E-05-.3961E-04-.9918E-02-.1310E-01-.1031E-01-.1099E-01-.1053E-01-.1343E-01
Sensitivity (%): 1.150 7.781 5.804 1.907 9.106 0.212 8.391 0.298 1.740 0.321 7.500 0.773 1.438 0.024 8.768 5.680 0.001 0.005 0.023 5.677 7.497 5.899 6.289 6.029 7.686
10 0 1 0.6864898E-03 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 1 0 0.1873598E-02 0.921 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 2 0 0.1762160E-02 0.837 1.158 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 3 0 0.1730432E-02 0.837 1.052 1.078 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 4 0 0.1700636E-02 0.837 1.052 0.980 1.058 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 5 0 0.2108105E-02 0.837 1.052 0.980 0.962 1.302 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 6 0 0.1438438E-02 0.837 1.052 0.980 0.962 1.184 0.784 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 7 0 0.7633409E-03 0.837 1.052 0.980 0.962 1.184 0.712 1.545 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 8 0 0.6897289E-03 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.890 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 9 0 0.7916021E-03 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 1.015 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 10 0 0.2031157E-02 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.478 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 11 0 0.1425647E-02 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.782 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 12 0 0.6521706E-03 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.374 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 13 0 0.6484084E-03 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.606 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 14 0 0.7798736E-03 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.997 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 15 0 0.2066080E-02 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.472 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 16 0 0.1458410E-02 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.799 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 17 0 0.8065409E-03 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.117 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 18 0 0.7514518E-03 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 1.084 0.766 1.328 0.847 1.032 0.990 0.961 1.169
11 19 0 0.7498930E-03 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.843 1.328 0.847 1.032 0.990 0.961 1.169
11 20 0 0.2004606E-02 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.461 0.847 1.032 0.990 0.961 1.169
11 21 0 0.1878382E-02 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.931 1.032 0.990 0.961 1.169
11 22 0 0.1751997E-02 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.135 0.990 0.961 1.169
11 23 0 0.1747079E-02 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 1.089 0.961 1.169
11 24 0 0.1704623E-02 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 1.057 1.169
11 25 0 0.2083598E-02 0.837 1.052 0.980 0.962 1.184 0.712 1.405 0.809 0.922 1.344 0.711 1.249 0.551 0.907 1.338 0.727 1.015 0.985 0.766 1.328 0.847 1.032 0.990 0.961 1.286
Sensitivity (.):-.7179E-02-.6617E-02-.7034E-02-.6647E-02-.5672E-02-.7791E-02-.4766E-03-.5564E-03-.8807E-03-.5773E-02-.8125E-02-.3537E-03-.2434E-03-.6301E-03-.6128E-02-.7543E-020.9843E-03-.5490E-03-.1029E-02-.5747E-02-.7108E-02-.6559E-02-.7064E-02-.6694E-02-.5735E-02
Sensitivity (%): 6.347 5.850 6.218 5.876 5.014 6.887 0.421 0.492 0.779 5.104 7.183 0.313 0.215 0.557 5.417 6.669 0.870 0.485 0.909 5.081 6.283 5.799 6.244 5.918 5.070
Lambda/Damping Factor = 1.0000000E-03
11 0 1 0.5416965E-03 0.836 1.051 0.983 0.962 1.183 0.713 1.329 0.845 0.908 1.342 0.715 1.396 0.633 0.860 1.335 0.727 1.003 0.944 0.780 1.328 0.847 1.031 0.991 0.961 1.169
…
Iteraties 2 tot en met 10
…
Project Manager
17 juni 2014
Project Manager
17 juni 2014
Project Manager
17 juni 2014
iMOD Batch
17 juni 2014
iMOD - Features
• Voeg commentaar toe aan IDF bestanden;
• Weergeven van waarden van een IDF op
de kaart;
• Sorteren van IDF bestanden in de iMOD
Manager;
• Printen van de kaart en bewaren in
BMP,PNG en JPEG;
• Export profielen in EPS;
• Van scratch aanmaken van IDF en IPF
bestanden;
• IPF bestandsformaat ook als CSV;
• Hernieuwde aangevulde
handleiding/tutorial/technische
documentatie;
17 juni 2014
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