Case label: SM-41-127. Kosugi model with evaporation. Mualem. alpha and saturated K log-fitted.                                     
Parameterization = KGV.
Nr of fixed and fitting parameters: 8. Seed1 = 98877665. LogK = T.
The maximum relative difference in the objective function between consecutive shuffles is  1.000E-06.
The maximum allowed value or the root mean square error of the best fit is:  1.000E-02.
The maximum number of convergence criteria any parameter may fail is 7.
Maximum number of evaluations of the objective function is 3000. Few complexes (T/F): T.
The best map points (T) or random points (F) fill the first complexes: F.

There are 22 observations. K is given as a function of the matric potential (T/F): T.
Temperature:   20.0     degrees Celcius.

There will be 50 parameter optimization runs performed.

The numbers of the flexible fitting parameters:   2  4  5  6

Convergence criteria:
1. in the best fits from the last set of shuffles, the range of the parameter does not exceed both the absolute and the relative user-specified tolerance
2. in the best fits from the last set of shuffles, the range of the objective function does not exceed its absolute user-specified tolerance
3. the parameter range in the final complexes does not exceed the maximum internally set permissible value
4. the volume of the space enveloping the final complexes does not exceed the internally set maximum permissible value
5. the parameter range in the most successful complex (minus 1 member) does not exceed the internally set maximum permissible value
6. the volume of the space enveloping the most successful complex (minus 1 member) does not exceed the internally set maximum permissible value
7. the parameter does not exceed both the absolute and the relative user-specified tolerance in the final complexes
8. the parameter does not exceed both the absolute and the relative user-specified tolerance in the most successful complex (minus 1 member)
9. the change of the objective function between consecutive shuffles does not exceed the user-specified tolerance
10. the RMSE of the best fit does not exceed the user-specified maximum


The optimization of run 1 converged after 433 evaluations of the objective function and 15 shuffles.
259 reflection points, 142 contraction points, and 32 random points were calculated.
The RMSE for run 1 is   1.280466E-01. The RMSE normalized by the maximum observed conductivity is   1.626794E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  T  F
           2            F  F  T  T  T  T  T  T  T  F
           3            T  F  T  T  T  T  T  T  T  F
           4            F  F  F  T  F  T  T  T  T  F
           5            T  F  T  T  T  T  T  T  T  F
           6            T  F  T  T  T  T  T  T  T  F
           7            T  F  T  T  T  T  T  T  T  F
           8            T  F  T  T  T  T  T  T  T  F

Fitted parameter values of run 1.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07288403E+01
h oven-dryness   -6.30899539E+06
alpha             1.58928855E+01
n                 1.20625653E+00
Ks-cap            5.72261794E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.75003480E-07

The optimization of run 2 converged after 342 evaluations of the objective function and 11 shuffles.
178 reflection points, 123 contraction points, and 41 random points were calculated.
The RMSE for run 2 is   1.280758E-01. The RMSE normalized by the maximum observed conductivity is   1.627165E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            F  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 2.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06440361E+01
h oven-dryness   -6.30899539E+06
alpha             2.95870341E+00
n                 1.20567277E+00
Ks-cap            5.70863187E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    2.92534589E-06

The optimization of run 3 converged after 555 evaluations of the objective function and 20 shuffles.
328 reflection points, 175 contraction points, and 52 random points were calculated.
The RMSE for run 3 is   1.280466E-01. The RMSE normalized by the maximum observed conductivity is   1.626794E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            T  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  T  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 3.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07392162E+01
h oven-dryness   -6.30899539E+06
alpha             1.60524000E+01
n                 1.20654577E+00
Ks-cap            5.72248810E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.65536619E-07

The optimization of run 4 converged after 496 evaluations of the objective function and 17 shuffles.
292 reflection points, 167 contraction points, and 37 random points were calculated.
The RMSE for run 4 is   1.280603E-01. The RMSE normalized by the maximum observed conductivity is   1.626968E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            T  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 4.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06874919E+01
h oven-dryness   -6.30899539E+06
alpha             5.01408470E+00
n                 1.20580232E+00
Ks-cap            5.71276729E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.53955294E-06

The optimization of run 5 converged after 527 evaluations of the objective function and 19 shuffles.
333 reflection points, 162 contraction points, and 32 random points were calculated.
The RMSE for run 5 is   1.280507E-01. The RMSE normalized by the maximum observed conductivity is   1.626847E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            T  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 5.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07026820E+01
h oven-dryness   -6.30899539E+06
alpha             1.02229310E+01
n                 1.20626578E+00
Ks-cap            5.74845991E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    6.38264840E-07

The optimization of run 6 converged after 390 evaluations of the objective function and 13 shuffles.
224 reflection points, 135 contraction points, and 31 random points were calculated.
The RMSE for run 6 is   1.280942E-01. The RMSE normalized by the maximum observed conductivity is   1.627400E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  F  T  T  T  F  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  T  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 6.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06474348E+01
h oven-dryness   -6.30899539E+06
alpha             2.00708560E+00
n                 1.20687535E+00
Ks-cap            5.71065863E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    4.42617092E-06

The optimization of run 7 converged after 362 evaluations of the objective function and 12 shuffles.
200 reflection points, 126 contraction points, and 36 random points were calculated.
The RMSE for run 7 is   1.280979E-01. The RMSE normalized by the maximum observed conductivity is   1.627446E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            F  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 7.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06111507E+01
h oven-dryness   -6.30899539E+06
alpha             1.96088271E+00
n                 1.20626734E+00
Ks-cap            5.72880959E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    4.67749673E-06

The optimization of run 8 converged after 475 evaluations of the objective function and 17 shuffles.
291 reflection points, 146 contraction points, and 38 random points were calculated.
The RMSE for run 8 is   1.281103E-01. The RMSE normalized by the maximum observed conductivity is   1.627603E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  F  T  T  T  F  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  T  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 8.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06133764E+01
h oven-dryness   -6.30899539E+06
alpha             1.58998532E+00
n                 1.20716825E+00
Ks-cap            5.71281820E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    5.78759442E-06

The optimization of run 9 converged after 685 evaluations of the objective function and 26 shuffles.
460 reflection points, 195 contraction points, and 30 random points were calculated.
The RMSE for run 9 is   1.280623E-01. The RMSE normalized by the maximum observed conductivity is   1.626994E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  T  F
           2            F  F  T  F  T  T  T  T  T  F
           3            T  F  T  F  T  T  T  T  T  F
           4            F  F  F  F  F  T  F  T  T  F
           5            T  F  T  F  T  T  T  T  T  F
           6            T  F  T  F  T  T  T  T  T  F
           7            T  F  T  F  T  T  T  T  T  F
           8            T  F  T  F  T  T  T  T  T  F

Fitted parameter values of run 9.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07138072E+01
h oven-dryness   -6.30899539E+06
alpha             4.68378897E+00
n                 1.20687668E+00
Ks-cap            5.73410587E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.59159720E-06

The optimization of run 10 converged after 549 evaluations of the objective function and 20 shuffles.
354 reflection points, 169 contraction points, and 26 random points were calculated.
The RMSE for run 10 is   1.280782E-01. The RMSE normalized by the maximum observed conductivity is   1.627195E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  T  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 10.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06689311E+01
h oven-dryness   -6.30899539E+06
alpha             2.69006467E+00
n                 1.20677448E+00
Ks-cap            5.72466885E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.12235475E-06

The optimization of run 11 converged after 310 evaluations of the objective function and 10 shuffles.
174 reflection points, 112 contraction points, and 24 random points were calculated.
The RMSE for run 11 is   1.280617E-01. The RMSE normalized by the maximum observed conductivity is   1.626987E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            F  F  F  F  T  T  F  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 11.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07113216E+01
h oven-dryness   -6.30899539E+06
alpha             4.52300782E+00
n                 1.20688718E+00
Ks-cap            5.72792459E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.65933744E-06

The optimization of run 12 converged after 417 evaluations of the objective function and 14 shuffles.
242 reflection points, 145 contraction points, and 30 random points were calculated.
The RMSE for run 12 is   1.280671E-01. The RMSE normalized by the maximum observed conductivity is   1.627054E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            T  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 12.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06634626E+01
h oven-dryness   -6.30899539E+06
alpha             3.71361877E+00
n                 1.20594733E+00
Ks-cap            5.72746824E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    2.19666715E-06

The optimization of run 13 converged after 422 evaluations of the objective function and 15 shuffles.
267 reflection points, 133 contraction points, and 22 random points were calculated.
The RMSE for run 13 is   1.281551E-01. The RMSE normalized by the maximum observed conductivity is   1.628173E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            T  F  T  F  T  T  T  T  F  F
           6            T  F  F  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 13.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.05322853E+01
h oven-dryness   -6.30899539E+06
alpha             1.06627042E+00
n                 1.20726426E+00
Ks-cap            5.68106172E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    9.33567971E-06

The optimization of run 14 converged after 542 evaluations of the objective function and 19 shuffles.
320 reflection points, 177 contraction points, and 45 random points were calculated.
The RMSE for run 14 is   1.280468E-01. The RMSE normalized by the maximum observed conductivity is   1.626797E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  T  F
           2            F  F  T  T  T  T  T  T  T  F
           3            T  F  T  T  T  T  T  T  T  F
           4            F  F  F  T  F  T  T  T  T  F
           5            T  F  T  T  T  T  T  T  T  F
           6            T  F  T  T  T  T  T  T  T  F
           7            T  F  T  T  T  T  T  T  T  F
           8            T  F  T  T  T  T  T  T  T  F

Fitted parameter values of run 14.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07357285E+01
h oven-dryness   -6.30899539E+06
alpha             1.60524000E+01
n                 1.20625788E+00
Ks-cap            5.71488844E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.70489630E-07

The optimization of run 15 converged after 478 evaluations of the objective function and 17 shuffles.
293 reflection points, 151 contraction points, and 34 random points were calculated.
The RMSE for run 15 is   1.280466E-01. The RMSE normalized by the maximum observed conductivity is   1.626794E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  T  F
           2            F  F  F  F  T  T  F  T  T  F
           3            T  F  T  F  T  T  T  T  T  F
           4            F  F  F  F  F  T  T  T  T  F
           5            T  F  F  F  T  T  F  T  T  F
           6            T  F  T  F  T  T  T  T  T  F
           7            T  F  T  F  T  T  T  T  T  F
           8            T  F  T  F  T  T  T  T  T  F

Fitted parameter values of run 15.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07394589E+01
h oven-dryness   -6.30899539E+06
alpha             1.60524000E+01
n                 1.20650028E+00
Ks-cap            5.71963388E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.66314246E-07

The optimization of run 16 converged after 491 evaluations of the objective function and 17 shuffles.
293 reflection points, 163 contraction points, and 35 random points were calculated.
The RMSE for run 16 is   1.283256E-01. The RMSE normalized by the maximum observed conductivity is   1.630339E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  F  T  T  T  F  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            T  F  F  T  F  T  T  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 16.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.00179887E+01
h oven-dryness   -6.30899539E+06
alpha             4.88648165E-01
n                 1.20572656E+00
Ks-cap            5.72277621E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    2.55935375E-05

The optimization of run 17 converged after 467 evaluations of the objective function and 16 shuffles.
265 reflection points, 154 contraction points, and 48 random points were calculated.
The RMSE for run 17 is   1.281345E-01. The RMSE normalized by the maximum observed conductivity is   1.627911E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            T  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 17.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.05415765E+01
h oven-dryness   -6.30899539E+06
alpha             1.23211545E+00
n                 1.20700399E+00
Ks-cap            5.72183210E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    7.93089687E-06

The optimization of run 18 converged after 485 evaluations of the objective function and 18 shuffles.
305 reflection points, 143 contraction points, and 37 random points were calculated.
The RMSE for run 18 is   1.280561E-01. The RMSE normalized by the maximum observed conductivity is   1.626915E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 18.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07057072E+01
h oven-dryness   -6.30899539E+06
alpha             6.53490653E+00
n                 1.20613559E+00
Ks-cap            5.72731538E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.10158338E-06

The optimization of run 19 converged after 573 evaluations of the objective function and 21 shuffles.
367 reflection points, 176 contraction points, and 30 random points were calculated.
The RMSE for run 19 is   1.280468E-01. The RMSE normalized by the maximum observed conductivity is   1.626797E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  T  F
           2            T  F  T  T  T  T  T  T  T  F
           3            T  F  T  T  T  T  T  T  T  F
           4            F  F  F  T  F  T  F  T  T  F
           5            T  F  T  T  T  T  T  T  T  F
           6            T  F  T  T  T  T  T  T  T  F
           7            T  F  T  T  T  T  T  T  T  F
           8            T  F  T  T  T  T  T  T  T  F

Fitted parameter values of run 19.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07368739E+01
h oven-dryness   -6.30899539E+06
alpha             1.53776848E+01
n                 1.20638349E+00
Ks-cap            5.71858785E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.87902425E-07

The optimization of run 20 converged after 529 evaluations of the objective function and 19 shuffles.
325 reflection points, 167 contraction points, and 37 random points were calculated.
The RMSE for run 20 is   1.280645E-01. The RMSE normalized by the maximum observed conductivity is   1.627022E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 20.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07424245E+01
h oven-dryness   -6.30899539E+06
alpha             4.42078853E+00
n                 1.20718513E+00
Ks-cap            5.70683693E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.68288366E-06

The optimization of run 21 converged after 368 evaluations of the objective function and 12 shuffles.
214 reflection points, 133 contraction points, and 21 random points were calculated.
The RMSE for run 21 is   1.280589E-01. The RMSE normalized by the maximum observed conductivity is   1.626951E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            T  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            T  F  F  F  T  T  F  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 21.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06897394E+01
h oven-dryness   -6.30899539E+06
alpha             5.23612768E+00
n                 1.20640907E+00
Ks-cap            5.73874176E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.42121391E-06

The optimization of run 22 converged after 544 evaluations of the objective function and 20 shuffles.
343 reflection points, 165 contraction points, and 36 random points were calculated.
The RMSE for run 22 is   1.280466E-01. The RMSE normalized by the maximum observed conductivity is   1.626794E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  T  F
           2            T  F  T  T  T  T  T  T  T  F
           3            T  F  T  T  T  T  T  T  T  F
           4            F  F  F  T  F  T  T  T  T  F
           5            T  F  T  T  T  T  T  T  T  F
           6            T  F  T  T  T  T  T  T  T  F
           7            T  F  T  T  T  T  T  T  T  F
           8            T  F  T  T  T  T  T  T  T  F

Fitted parameter values of run 22.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07352736E+01
h oven-dryness   -6.30899539E+06
alpha             1.60524000E+01
n                 1.20647333E+00
Ks-cap            5.72320727E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.66775839E-07

The optimization of run 23 converged after 508 evaluations of the objective function and 18 shuffles.
298 reflection points, 160 contraction points, and 50 random points were calculated.
The RMSE for run 23 is   1.280578E-01. The RMSE normalized by the maximum observed conductivity is   1.626937E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            T  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 23.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07339668E+01
h oven-dryness   -6.30899539E+06
alpha             6.01193467E+00
n                 1.20648379E+00
Ks-cap            5.69440100E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.19890578E-06

The optimization of run 24 converged after 673 evaluations of the objective function and 25 shuffles.
445 reflection points, 199 contraction points, and 29 random points were calculated.
The RMSE for run 24 is   1.280472E-01. The RMSE normalized by the maximum observed conductivity is   1.626802E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            T  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 24.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07427394E+01
h oven-dryness   -6.30899539E+06
alpha             1.60524000E+01
n                 1.20666879E+00
Ks-cap            5.72006003E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.63442621E-07

The optimization of run 25 converged after 365 evaluations of the objective function and 12 shuffles.
208 reflection points, 129 contraction points, and 28 random points were calculated.
The RMSE for run 25 is   1.281416E-01. The RMSE normalized by the maximum observed conductivity is   1.628001E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            F  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 25.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.04906038E+01
h oven-dryness   -6.30899539E+06
alpha             1.24493342E+00
n                 1.20623986E+00
Ks-cap            5.76291866E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    8.10112296E-06

The optimization of run 26 converged after 631 evaluations of the objective function and 23 shuffles.
402 reflection points, 190 contraction points, and 39 random points were calculated.
The RMSE for run 26 is   1.284296E-01. The RMSE normalized by the maximum observed conductivity is   1.631660E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            T  F  F  F  F  T  T  T  F  F
           5            T  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 26.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -9.94925706E+00
h oven-dryness   -6.30899539E+06
alpha             3.82553313E-01
n                 1.20905660E+00
Ks-cap            5.69511369E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    2.98160969E-05

The optimization of run 27 converged after 354 evaluations of the objective function and 12 shuffles.
211 reflection points, 120 contraction points, and 23 random points were calculated.
The RMSE for run 27 is   1.280471E-01. The RMSE normalized by the maximum observed conductivity is   1.626801E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            T  F  F  F  F  T  T  T  F  F
           5            T  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 27.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07125191E+01
h oven-dryness   -6.30899539E+06
alpha             1.53935732E+01
n                 1.20598766E+00
Ks-cap            5.73114253E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.94657608E-07

The optimization of run 28 converged after 475 evaluations of the objective function and 17 shuffles.
294 reflection points, 148 contraction points, and 33 random points were calculated.
The RMSE for run 28 is   1.280466E-01. The RMSE normalized by the maximum observed conductivity is   1.626794E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            T  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 28.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07391541E+01
h oven-dryness   -6.30899539E+06
alpha             1.60524000E+01
n                 1.20661523E+00
Ks-cap            5.72640432E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.64352563E-07

The optimization of run 29 converged after 333 evaluations of the objective function and 11 shuffles.
190 reflection points, 117 contraction points, and 26 random points were calculated.
The RMSE for run 29 is   1.280608E-01. The RMSE normalized by the maximum observed conductivity is   1.626975E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  T  T  F  F
           5            F  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 29.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07068908E+01
h oven-dryness   -6.30899539E+06
alpha             4.64458854E+00
n                 1.20664132E+00
Ks-cap            5.72329490E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.62510415E-06

The optimization of run 30 converged after 437 evaluations of the objective function and 15 shuffles.
255 reflection points, 143 contraction points, and 39 random points were calculated.
The RMSE for run 30 is   1.281345E-01. The RMSE normalized by the maximum observed conductivity is   1.627912E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  T  F
           2            F  F  F  F  T  T  F  T  T  F
           3            T  F  T  F  T  T  T  T  T  F
           4            F  F  F  F  F  T  T  T  T  F
           5            F  F  T  F  T  T  T  T  T  F
           6            T  F  T  F  T  T  T  T  T  F
           7            T  F  T  F  T  T  T  T  T  F
           8            T  F  T  F  T  T  T  T  T  F

Fitted parameter values of run 30.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.05558062E+01
h oven-dryness   -6.30899539E+06
alpha             1.23894036E+00
n                 1.20693753E+00
Ks-cap            5.69738888E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    7.90129166E-06

The optimization of run 31 converged after 557 evaluations of the objective function and 20 shuffles.
339 reflection points, 174 contraction points, and 44 random points were calculated.
The RMSE for run 31 is   1.280468E-01. The RMSE normalized by the maximum observed conductivity is   1.626797E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  T  F
           2            T  F  T  T  T  T  T  T  T  F
           3            T  F  T  T  T  T  T  T  T  F
           4            F  F  F  T  F  T  F  T  T  F
           5            T  F  T  T  T  T  T  T  T  F
           6            T  F  T  T  T  T  T  T  T  F
           7            T  F  T  T  T  T  T  T  T  F
           8            T  F  T  T  T  T  T  T  T  F

Fitted parameter values of run 31.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07152364E+01
h oven-dryness   -6.30899539E+06
alpha             1.60524000E+01
n                 1.20601170E+00
Ks-cap            5.72946924E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.74784546E-07

The optimization of run 32 converged after 353 evaluations of the objective function and 12 shuffles.
206 reflection points, 118 contraction points, and 29 random points were calculated.
The RMSE for run 32 is   1.280484E-01. The RMSE normalized by the maximum observed conductivity is   1.626817E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            F  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 32.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07299519E+01
h oven-dryness   -6.30899539E+06
alpha             1.37644322E+01
n                 1.20600328E+00
Ks-cap            5.70740117E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    4.51327757E-07

The optimization of run 33 converged after 638 evaluations of the objective function and 23 shuffles.
391 reflection points, 195 contraction points, and 52 random points were calculated.
The RMSE for run 33 is   1.281085E-01. The RMSE normalized by the maximum observed conductivity is   1.627581E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            T  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 33.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.05861088E+01
h oven-dryness   -6.30899539E+06
alpha             1.61670637E+00
n                 1.20640234E+00
Ks-cap            5.71322751E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    5.86835317E-06

The optimization of run 34 converged after 637 evaluations of the objective function and 23 shuffles.
412 reflection points, 195 contraction points, and 30 random points were calculated.
The RMSE for run 34 is   1.280623E-01. The RMSE normalized by the maximum observed conductivity is   1.626993E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 34.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06654165E+01
h oven-dryness   -6.30899539E+06
alpha             4.57376158E+00
n                 1.20570725E+00
Ks-cap            5.73061791E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.72748091E-06

The optimization of run 35 converged after 385 evaluations of the objective function and 13 shuffles.
229 reflection points, 132 contraction points, and 24 random points were calculated.
The RMSE for run 35 is   1.280733E-01. The RMSE normalized by the maximum observed conductivity is   1.627134E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  T  F
           2            F  F  T  F  T  T  T  T  T  F
           3            T  F  T  F  T  T  T  T  T  F
           4            F  F  F  F  F  T  F  T  T  F
           5            T  F  T  F  T  T  T  T  T  F
           6            T  F  T  F  T  T  T  T  T  F
           7            T  F  T  F  T  T  T  T  T  F
           8            T  F  T  F  T  T  T  T  T  F

Fitted parameter values of run 35.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07117559E+01
h oven-dryness   -6.30899539E+06
alpha             3.16263723E+00
n                 1.20704455E+00
Ks-cap            5.70149122E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    2.53737083E-06

The optimization of run 36 converged after 586 evaluations of the objective function and 22 shuffles.
387 reflection points, 172 contraction points, and 27 random points were calculated.
The RMSE for run 36 is   1.280822E-01. The RMSE normalized by the maximum observed conductivity is   1.627246E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 36.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06051592E+01
h oven-dryness   -6.30899539E+06
alpha             2.54353488E+00
n                 1.20562332E+00
Ks-cap            5.73781975E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.51815318E-06

The optimization of run 37 converged after 488 evaluations of the objective function and 17 shuffles.
296 reflection points, 159 contraction points, and 33 random points were calculated.
The RMSE for run 37 is   1.280771E-01. The RMSE normalized by the maximum observed conductivity is   1.627182E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            T  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 37.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06334174E+01
h oven-dryness   -6.30899539E+06
alpha             3.05834690E+00
n                 1.20594636E+00
Ks-cap            5.75330025E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    2.77624293E-06

The optimization of run 38 converged after 486 evaluations of the objective function and 17 shuffles.
290 reflection points, 155 contraction points, and 41 random points were calculated.
The RMSE for run 38 is   1.280729E-01. The RMSE normalized by the maximum observed conductivity is   1.627129E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            T  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 38.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06556358E+01
h oven-dryness   -6.30899539E+06
alpha             3.52218333E+00
n                 1.20625257E+00
Ks-cap            5.75716654E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    2.30928150E-06

The optimization of run 39 converged after 342 evaluations of the objective function and 11 shuffles.
189 reflection points, 120 contraction points, and 33 random points were calculated.
The RMSE for run 39 is   1.280800E-01. The RMSE normalized by the maximum observed conductivity is   1.627219E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            F  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 39.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06611915E+01
h oven-dryness   -6.30899539E+06
alpha             2.65316682E+00
n                 1.20616816E+00
Ks-cap            5.70130048E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.26251777E-06

The optimization of run 40 converged after 348 evaluations of the objective function and 12 shuffles.
202 reflection points, 113 contraction points, and 33 random points were calculated.
The RMSE for run 40 is   1.281043E-01. The RMSE normalized by the maximum observed conductivity is   1.627527E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  T  F
           2            F  F  F  F  T  T  F  T  T  F
           3            T  F  T  F  T  T  T  T  T  F
           4            F  F  F  F  F  T  F  T  T  F
           5            T  F  T  F  T  T  T  T  T  F
           6            T  F  T  F  T  T  T  T  T  F
           7            T  F  T  F  T  T  T  T  T  F
           8            T  F  T  F  T  T  T  T  T  F

Fitted parameter values of run 40.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.05763389E+01
h oven-dryness   -6.30899539E+06
alpha             1.87537291E+00
n                 1.20525527E+00
Ks-cap            5.71227645E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    5.16473442E-06

The optimization of run 41 converged after 425 evaluations of the objective function and 15 shuffles.
249 reflection points, 131 contraction points, and 45 random points were calculated.
The RMSE for run 41 is   1.281086E-01. The RMSE normalized by the maximum observed conductivity is   1.627582E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            T  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 41.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.05833479E+01
h oven-dryness   -6.30899539E+06
alpha             1.65595491E+00
n                 1.20593399E+00
Ks-cap            5.69938749E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    5.82113836E-06

The optimization of run 42 converged after 516 evaluations of the objective function and 18 shuffles.
307 reflection points, 169 contraction points, and 40 random points were calculated.
The RMSE for run 42 is   1.280480E-01. The RMSE normalized by the maximum observed conductivity is   1.626812E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  T  F
           2            T  F  T  T  T  T  T  T  T  F
           3            T  F  T  T  T  T  T  T  T  F
           4            F  F  F  T  F  T  F  F  T  F
           5            T  F  T  T  T  T  T  T  T  F
           6            T  F  T  T  T  T  T  T  T  F
           7            T  F  T  T  T  T  T  T  T  F
           8            T  F  T  T  T  T  T  T  T  F

Fitted parameter values of run 42.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07582969E+01
h oven-dryness   -6.30899539E+06
alpha             1.59236639E+01
n                 1.20672221E+00
Ks-cap            5.71385359E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.66077186E-07

The optimization of run 43 converged after 331 evaluations of the objective function and 11 shuffles.
191 reflection points, 115 contraction points, and 25 random points were calculated.
The RMSE for run 43 is   1.280560E-01. The RMSE normalized by the maximum observed conductivity is   1.626914E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            T  F  F  F  F  T  T  T  F  F
           5            F  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 43.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06997039E+01
h oven-dryness   -6.30899539E+06
alpha             6.27631830E+00
n                 1.20607647E+00
Ks-cap            5.71683023E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.15969691E-06

The optimization of run 44 converged after 559 evaluations of the objective function and 20 shuffles.
355 reflection points, 179 contraction points, and 25 random points were calculated.
The RMSE for run 44 is   1.280678E-01. The RMSE normalized by the maximum observed conductivity is   1.627064E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 44.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07081322E+01
h oven-dryness   -6.30899539E+06
alpha             4.00037725E+00
n                 1.20742920E+00
Ks-cap            5.75181026E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.87784657E-06

The optimization of run 45 converged after 378 evaluations of the objective function and 13 shuffles.
222 reflection points, 124 contraction points, and 32 random points were calculated.
The RMSE for run 45 is   1.280706E-01. The RMSE normalized by the maximum observed conductivity is   1.627099E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            F  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 45.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06600488E+01
h oven-dryness   -6.30899539E+06
alpha             3.28198732E+00
n                 1.20607686E+00
Ks-cap            5.72350033E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    2.53471804E-06

The optimization of run 46 converged after 386 evaluations of the objective function and 13 shuffles.
228 reflection points, 128 contraction points, and 30 random points were calculated.
The RMSE for run 46 is   1.281740E-01. The RMSE normalized by the maximum observed conductivity is   1.628413E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            T  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 46.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.04247906E+01
h oven-dryness   -6.30899539E+06
alpha             9.64032854E-01
n                 1.20533117E+00
Ks-cap            5.68410238E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.14790389E-05

The optimization of run 47 converged after 450 evaluations of the objective function and 16 shuffles.
264 reflection points, 143 contraction points, and 43 random points were calculated.
The RMSE for run 47 is   1.280778E-01. The RMSE normalized by the maximum observed conductivity is   1.627190E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  F  F
           2            F  F  T  T  T  T  T  T  F  F
           3            T  F  T  T  T  T  T  T  F  F
           4            F  F  F  T  F  T  F  T  F  F
           5            T  F  T  T  T  T  T  T  F  F
           6            T  F  T  T  T  T  T  T  F  F
           7            T  F  T  T  T  T  T  T  F  F
           8            T  F  T  T  T  T  T  T  F  F

Fitted parameter values of run 47.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06293819E+01
h oven-dryness   -6.30899539E+06
alpha             2.75858135E+00
n                 1.20609675E+00
Ks-cap            5.73960632E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.12277246E-06

The optimization of run 48 converged after 487 evaluations of the objective function and 18 shuffles.
293 reflection points, 142 contraction points, and 52 random points were calculated.
The RMSE for run 48 is   1.280466E-01. The RMSE normalized by the maximum observed conductivity is   1.626794E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  T  T  T  T  T  T  F
           2            T  F  F  T  T  T  F  T  T  F
           3            T  F  T  T  T  T  T  T  T  F
           4            F  F  F  T  T  T  T  T  T  F
           5            T  F  T  T  T  T  T  T  T  F
           6            T  F  T  T  T  T  T  T  T  F
           7            T  F  T  T  T  T  T  T  T  F
           8            T  F  T  T  T  T  T  T  T  F

Fitted parameter values of run 48.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07346908E+01
h oven-dryness   -6.30899539E+06
alpha             1.58244628E+01
n                 1.20645044E+00
Ks-cap            5.72358155E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    3.73558578E-07

The optimization of run 49 converged after 404 evaluations of the objective function and 14 shuffles.
239 reflection points, 131 contraction points, and 34 random points were calculated.
The RMSE for run 49 is   1.282495E-01. The RMSE normalized by the maximum observed conductivity is   1.629372E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  F  F  T  T  F  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            T  F  F  F  F  T  T  T  F  F
           5            T  F  T  F  T  T  T  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 49.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.03038522E+01
h oven-dryness   -6.30899539E+06
alpha             6.50187482E-01
n                 1.20808502E+00
Ks-cap            5.75165657E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    1.63716882E-05

The optimization of run 50 converged after 412 evaluations of the objective function and 14 shuffles.
217 reflection points, 135 contraction points, and 60 random points were calculated.
The RMSE for run 50 is   1.280692E-01. The RMSE normalized by the maximum observed conductivity is   1.627081E-03.

A parameter did (T) or did not (F) achieve convergence on a particular criterion.

Parameter nr  Criterion 1  2  3  4  5  6  7  8  9 10
____________________________________________________
           1            T  F  T  F  T  T  T  T  F  F
           2            F  F  T  F  T  T  T  T  F  F
           3            T  F  T  F  T  T  T  T  F  F
           4            F  F  F  F  F  T  T  T  F  F
           5            F  F  F  F  T  T  F  T  F  F
           6            T  F  T  F  T  T  T  T  F  F
           7            T  F  T  F  T  T  T  T  F  F
           8            T  F  T  F  T  T  T  T  F  F

Fitted parameter values of run 50.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.06843953E+01
h oven-dryness   -6.30899539E+06
alpha             3.42212060E+00
n                 1.20674592E+00
Ks-cap            5.72780288E+01
gamma             2.00000000E+00
tau               5.00000000E-01
Corr. factor c    2.33826900E-06

+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

The statistics of the fitted values, and correlations/covariances between parameters.
For the third variable, these apply to the value of the matric potential at zero water content, not the reported fitted value.
N.B. For those parameters whose logarithmic values were fitted, the statistics, correlations and covariances apply to the logarithms of their absolute values.

Variable number        Mean  Sample St. Dev.
____________________________________________

        1        4.4318E-01       4.8637E-34
        2       -1.0633E+01       1.6089E-01
        3       -6.3090E+06       7.3440E-27
        4        6.0944E-01       4.4813E-01
        5        1.2065E+00       6.6461E-04
        6        1.7575E+00       1.3534E-03
        7        2.0000E+00       0.0000E+00
        8        5.0000E-01       0.0000E+00

Nr of data points from which to draw the subset for estimating the correlation and, if desired, the covariance matrix: 50. Nr of data points in that subset: 50.

Correlation matrix (9.9990E+03 is an error value)

Variable nr               1            2            3            4            5            6            7            8
       1         9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03
       2         9.9990E+03   1.0000E+00   9.9990E+03  -7.9233E-01   3.0342E-01  -1.2116E-01   9.9990E+03   9.9990E+03
       3         9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03
       4         9.9990E+03  -7.9233E-01   9.9990E+03   1.0000E+00  -2.5060E-01   1.5099E-01   9.9990E+03   9.9990E+03
       5         9.9990E+03   3.0342E-01   9.9990E+03  -2.5060E-01   1.0000E+00  -7.5176E-02   9.9990E+03   9.9990E+03
       6         9.9990E+03  -1.2116E-01   9.9990E+03   1.5099E-01  -7.5176E-02   1.0000E+00   9.9990E+03   9.9990E+03
       7         9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03
       8         9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03

Covariance matrix (9.9990E+03 is an error value)

Variable nr               1            2            3            4            5            6            7            8
       1         9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03
       2         9.9990E+03   2.5884E-02   9.9990E+03  -5.7125E-02   3.2443E-05  -2.6381E-05   9.9990E+03   9.9990E+03
       3         9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03
       4         9.9990E+03  -5.7125E-02   9.9990E+03   2.0082E-01  -7.4636E-05   9.1572E-05   9.9990E+03   9.9990E+03
       5         9.9990E+03   3.2443E-05   9.9990E+03  -7.4636E-05   4.4171E-07  -6.7618E-08   9.9990E+03   9.9990E+03
       6         9.9990E+03  -2.6381E-05   9.9990E+03   9.1572E-05  -6.7618E-08   1.8316E-06   9.9990E+03   9.9990E+03
       7         9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03
       8         9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03   9.9990E+03

The histogram of parameter nr. 2.

Bin height:             0.0000    0.7234E+01    0.3774E+01    0.2202E+01    0.9436E+00    0.3145E+00    0.3145E+00    0.0000E+00    0.3145E+00    0.0000E+00    0.0000E+00    0.0000E+00    0.3145E+00    0.3145E+00
Upper bin limit:   -0.1076E+02   -0.1069E+02   -0.1063E+02   -0.1057E+02   -0.1050E+02   -0.1044E+02   -0.1038E+02   -0.1031E+02   -0.1025E+02   -0.1019E+02   -0.1012E+02   -0.1006E+02   -0.9995E+01   -0.9932E+01
Out of 50 data points, 0 are beyond the last bin.

The histogram of parameter nr. 4.

Bin height:             0.0000    0.1862E+00    0.6517E+00    0.8379E+00    0.6517E+00
Upper bin limit:   -0.4173E+00    0.1233E-01    0.4420E+00    0.8716E+00    0.1301E+01
Out of 50 data points, 0 are beyond the last bin.

The histogram of parameter nr. 5.

Bin height:             0.0000    0.1468E+03    0.4894E+03    0.7831E+03    0.5873E+03    0.2937E+03    0.4894E+02    0.4894E+02    0.0000E+00    0.0000E+00    0.4894E+02
Upper bin limit:    0.1205E+01    0.1206E+01    0.1206E+01    0.1206E+01    0.1207E+01    0.1207E+01    0.1208E+01    0.1208E+01    0.1209E+01    0.1209E+01    0.1209E+01
Out of 50 data points, 0 are beyond the last bin.

The histogram of parameter nr. 6.

Bin height:             0.0000    0.5492E+02    0.1098E+03    0.1373E+03    0.2471E+03    0.4668E+03    0.1373E+03    0.5492E+02    0.1373E+03    0.2746E+02
Upper bin limit:    0.1754E+01    0.1755E+01    0.1756E+01    0.1757E+01    0.1757E+01    0.1758E+01    0.1759E+01    0.1760E+01    0.1760E+01    0.1761E+01
Out of 50 data points, 0 are beyond the last bin.

++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

The best fit is that of run 22, with the RMSE =   1.280466E-01, and the AICc =  -5.468590E+01.

Fitted parameter values of run 22.

Parameter name   Parameter value
________________________________
theta-s           4.43177916E-01
air-entry value  -1.07352736E+01
h oven-dryness   -6.30899539E+06
alpha             1.60524000E+01
n                 1.20647333E+00
Ks-cap            5.72320727E+01
gamma             2.00000000E+00
tau               5.00000000E-01

alpha          : The (non-logarithmic) fitted values differ by more than 10% of the mean of the smallest and largest value.
