Gradient method

The gradient method is a program-based calibration method. The permeabilities are based on predetermined start values and are iteratively changed element-wise so that a measured and interpolated groundwater table can be simulated as well as possible.

The iterative change of the horizontal kf-values takes places ​​via a comparison of the desired and actual potential gradient. The changes in the K-values ​​from one iteration step to the next can be attenuated on different, by the user predetermined manners. As a result, oscillations based on improper starting values and extreme variations between iterations may be avoided.


1. Simple attenuation of the change of a kf-value of an element:
Instead of the newly calibrated kf-value kn+1 (see above) the value knew = kn + x * (kn+1 - kn) with 0 < x <= 1 is used.

2. Local attenuation of the relative change of the kf-value in an adjacent element:
With this attenuation the oscillations of the kf-values in adjacent elements based on the calibration iteration can be decreased. For each element, the calculated relative change (in %) of the kf-value is again smoothed in relation to the relative changes of the k​​f-values in the adjacent elements.

Element kf-value of the last iteration step calculated new kf-values %-change of the kf-values

1

0,40

0,01

2,50 %

2

0,30

0,45

150,00 %

3

0,35

0,70

200,00 %

4

0,3

0,15

50,00 %