MORPHOLOGICAL MODELING OF BAR DYNAMICS WITH DELFT3D: THE QUEST FOR OPTIMAL FREE PARAMETER SETTINGS USING AN AUTOMATIC CALIBRATION TECHNIQUE
Proceedings of the 32nd International Conference
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Keywords

bar dynamics
Delft3D
parameter settings
calibration
coastal morphology
morphodynamic modelling

How to Cite

Briere, C., Giardino, A., & van der Werf, J. (2011). MORPHOLOGICAL MODELING OF BAR DYNAMICS WITH DELFT3D: THE QUEST FOR OPTIMAL FREE PARAMETER SETTINGS USING AN AUTOMATIC CALIBRATION TECHNIQUE. Coastal Engineering Proceedings, 1(32), sediment.60. https://doi.org/10.9753/icce.v32.sediment.60

Abstract

The modeling of bar dynamics is crucial for understanding coastal dynamics and shoreface nourishment evolution. Due to the complexity and variability of the physical processes involved, the formulations developed within the process-based numerical modelling system Delft3D for representing the forcing of the morphodynamic processes (waves, currents, sand transport) contain a high number of calibration parameters. Therefore, the setting up of any Delft3D computation requires a tedious calibration work, usually carried out manually and therefore by definition subjective. The aim of this work is the setting up of an automated and objective calibration procedure for Delft3D morphodynamic computations. A number of calibration parameters have been identified based on a careful sensitivity analysis. The calibration method named DUD (Does not Use Derivatives) is selected and coupled to a alongshore uniform Delft3D model. The validity of the implementation is shown based on synthetic tests (twin experiments). The validation test is carried out using field data collected at Egmond-aan-Zee (The Netherlands). This paper shows that the tool can be successfully used to calibrate Delft3D. However, further research is especially required to understand whether the computed parameters settings only simulate the best morphodynamic evolution of the bars or also describe properly the underlying physical processes.
https://doi.org/10.9753/icce.v32.sediment.60
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References

Bagnold, R. A., 1966. An approach to the sediment transport problem from general physics. U.S. Geological Survey Professional Paper 422-I.

Battjes, J.A., and J.P.F.M. Janssen. 1978. Energy loss and set-up due to breaking of random waves, Proceedings of 14th International Conference on Coastal Engineering, ASCE, 466-480.

Brière, C., Walstra., D. J. R., 2006. Modelling of bar dynamics. Report Z4099, WLlDelft Hydraulics, The Netherlands.

COAST3D-EGMOND, 2002. The behaviour of a straight sandy coast on the time scale of storms and season; process knowledge and guidelines for coastal management. Edited by L.C. van Rijn, B.G. Ruessink, and J.P.M. Mulder. 580 pp.

Giardino, A., Brière, C. and van der Werf, J.J., 2010. Morphological modelling of bar dynamics with Delft3D, the quest for optimal free parameter settings. Report 1200731, Deltares, The Netherlands.

Lesser,G.R., Roelvink, J.A., van Kester, J.A.T.M., Stelling, G.S., 2004. Development and validation of a three dimensional morphological model. Journal of Coastal Engineering, 51, 883-915.http://dx.doi.org/10.1016/j.coastaleng.2004.07.014

Lewis, R.M., V. Torczon and M.W. Trosset, 2000. Direct search methods: then and now. Journal of Computational and Applied Mathematics, 124, 191-207. http://dx.doi.org/10.1016/S0377-0427(00)00423-4

Ralston, M.L. and R.I. Jennrich, 1978. Dud, a derivative-free algorithm for nonlinear least squares. Technometrics, 20, 7-14. http://dx.doi.org/10.1080/00401706.1978.10489610

Reniers, A.J.H.M., Roelvink, J.A., Thornton, E.B., 2004. Morphodynamic modeling of an embayed beach under wave group forcing. Journal of Geophysical Research, 109.

Roelvink, J.A., 1993. Dissipation in random wave groups incident on a beach, Coastal Engineering, 19, Issues 1-2, 127-150.

Roelvink, J.A., Meijer, Th.J.G.P., Houwman, K., Bakker, R., Spanhoff, R., 1995. Field validation and application of a coastal profile model. Proceedings Coastal Dynamics Conference, Gdansk, Poland, pp. 818-828.

Roelvink, J. A., 2006. Coastal morphodynamic evolution techniques. Coastal Engineering 53: 277-287.http://dx.doi.org/10.1016/j.coastaleng.2005.10.015

Ruessink, B.G., Kuriyama, Y., Reniers, A.J.H.M., Roelvink, J.A., Walstra D.J.R., 2007. Modeling cross-shore sandbar behaviour on the timescale of weeks. Journal of Geophysical Research, 112, 1-15. http://dx.doi.org/10.1029/2006JF000730

Sorooshian, S. and V.K. Gupta, 1995. Model calibration. In: Computer models of watershed hydrology. Ed. V. Singh, pp. 23-68.

Van Duin, M.J.P., Wiersma, N.R., Walstra, D.J.R., Van Rijn, L.C., Stive, M.J.F., 2004. Nourishing the shoreface: observations and hindcasting of the Egmond case, The Netherlands. Journal of Coastal Engineering, 51: 813-837. http://dx.doi.org/10.1016/j.coastaleng.2004.07.011

Van Rijn, L. C., 1993. Principles of sediment transport in rivers, estuaries and coastal seas. Aqua Publications, The Netherlands. PMCid:1005200

Van Rijn L.C., 2007a. Unified view of sediment transport by currents and waves. I: Initiation of motion, bed roughness, and bed-load transport. Journal of Hydraulic Engineering 133 (6): 649-667.http://dx.doi.org/10.1061/(ASCE)0733-9429(2007)133:6(649)

Van Rijn L.C., 2007b. Unified view of sediment transport by currents and waves. II: Suspended transport. Journal of Hydraulic Engineering 133 (6): 668-689. http://dx.doi.org/10.1061/(ASCE)0733-9429(2007)133:6(668)

Walstra, D.J.R., Van Ormondt, M., Roelvink, J.A., 2004. Shoreface Nourishment Scenarios, WL | Delft Hydraulics report Z3748.21.

Walstra, D.J.R., Brière, C.B., Cohen, A.B., Van Dongeren, A.P., Elshoff, I.J.P., Hoyng, C. Van Ormondt, M., Quartel S., De Sonneville, B., Tonnon, P.K., Uunk, L., 2008. Monitoring and modelling of a shoreface nourishment. Report Z4479, Deltares, The Netherlands.

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