Chu, Kai; Winter, Christian; Hebbeln, Dierk; Schulz, Michael (2013): Medem Channel profiles based on stand-alone model simulation and corrections with nudging [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.815843, Supplement to: Chu, K et al. (2013): Improvement of morphodynamic modeling of tidal channel migration by nudging. Coastal Engineering, 77, 1-13, https://doi.org/10.1016/j.coastaleng.2013.02.004
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Abstract:
State-of-the-art process-based models have shown to be applicable to the simulation and prediction of coastal morphodynamics. On annual to decadal temporal scales, these models may show limitations in reproducing complex natural morphological evolution patterns, such as the movement of bars and tidal channels, e.g. the observed decadal migration of the Medem Channel in the Elbe Estuary, German Bight. Here a morphodynamic model is shown to simulate the hydrodynamics and sediment budgets of the domain to some extent, but fails to adequately reproduce the pronounced channel migration, due to the insufficient implementation of bank erosion processes. In order to allow for long-term simulations of the domain, a nudging method has been introduced to update the model-predicted bathymetries with observations. The model-predicted bathymetry is nudged towards true states in annual time steps. Sensitivity analysis of a user-defined correlation length scale, for the definition of the background error covariance matrix during the nudging procedure, suggests that the optimal error correlation length is similar to the grid cell size, here 80-90 m. Additionally, spatially heterogeneous correlation lengths produce more realistic channel depths than do spatially homogeneous correlation lengths. Consecutive application of the nudging method compensates for the (stand-alone) model prediction errors and corrects the channel migration pattern, with a Brier skill score of 0.78. The proposed nudging method in this study serves as an analytical approach to update model predictions towards a predefined 'true' state for the spatiotemporal interpolation of incomplete morphological data in long-term simulations.
Project(s):
Parameter(s):
| # | Name | Short Name | Unit | Principal Investigator | Method/Device | Comment |
|---|---|---|---|---|---|---|
| 1 | Distance | Distance | m | Chu, Kai | ||
| 2 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 1993 |
| 3 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 1995 |
| 4 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 1996 |
| 5 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 1997 |
| 6 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 1998 |
| 7 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 1999 |
| 8 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 2000 |
| 9 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 2003 |
| 10 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 2004 |
| 11 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 2005 |
| 12 | Depth, reconstructed | Reconstr depth | m | Chu, Kai | Modelling system Delft3D and nudging | of 2007 |
License:
Creative Commons Attribution 3.0 Unported (CC-BY-3.0)
Size:
492 data points
Data
| 1 Distance [m] | 2 Reconstr depth [m] (of 1993) | 3 Reconstr depth [m] (of 1995) | 4 Reconstr depth [m] (of 1996) | 5 Reconstr depth [m] (of 1997) | 6 Reconstr depth [m] (of 1998) | 7 Reconstr depth [m] (of 1999) | 8 Reconstr depth [m] (of 2000) | 9 Reconstr depth [m] (of 2003) | 10 Reconstr depth [m] (of 2004) | 11 Reconstr depth [m] (of 2005) | 12 Reconstr depth [m] (of 2007) |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 5969179.38 | -2.20 | -1.96 | -1.94 | -1.91 | -1.54 | -1.57 | -2.08 | -2.81 | -2.58 | -1.68 | -2.06 |
| 5969273.88 | -2.26 | -2.00 | -1.97 | -1.97 | -1.75 | -1.92 | -2.49 | -3.28 | -3.11 | -2.19 | -1.82 |
| 5969368.00 | -2.03 | -1.85 | -1.89 | -2.01 | -1.97 | -2.26 | -3.09 | -1.88 | -2.07 | -1.84 | -1.96 |
| 5969462.00 | -1.95 | -1.62 | -1.58 | -2.00 | -2.07 | -2.58 | -3.59 | -1.75 | -1.85 | -1.84 | -2.14 |
| 5969555.50 | -1.63 | -1.39 | -1.35 | -1.85 | -2.19 | -2.46 | -3.16 | -1.64 | -1.53 | -2.49 | -2.10 |
| 5969648.50 | -1.85 | -1.30 | -1.32 | -1.53 | -1.83 | -2.15 | -2.66 | -1.71 | -1.10 | -1.93 | -2.24 |
| 5969741.25 | -2.92 | -1.42 | -1.69 | -2.00 | -1.93 | -2.21 | -2.18 | -1.88 | -1.92 | -1.56 | -2.46 |
| 5969833.63 | -4.46 | -2.23 | -3.22 | -3.11 | -2.69 | -2.43 | -1.89 | -1.90 | -2.56 | -1.52 | -3.02 |
| 5969925.63 | -5.46 | -3.78 | -4.22 | -4.15 | -3.39 | -2.90 | -1.57 | -1.81 | -2.26 | -1.96 | -2.57 |
| 5970017.25 | -6.23 | -4.75 | -5.09 | -4.90 | -4.12 | -3.59 | -1.59 | -1.73 | -1.68 | -1.85 | -2.04 |
| 5970108.50 | -8.14 | -5.57 | -5.57 | -5.69 | -4.95 | -4.40 | -2.52 | -1.52 | -1.43 | -1.27 | -1.32 |
| 5970199.38 | -12.09 | -6.28 | -6.32 | -6.17 | -5.61 | -5.12 | -3.46 | -1.92 | -1.45 | -1.71 | -1.25 |
| 5970289.88 | -14.69 | -7.49 | -6.64 | -6.34 | -5.91 | -5.66 | -4.39 | -1.90 | -1.45 | -3.52 | -1.43 |
| 5970380.00 | -17.24 | -9.42 | -7.41 | -6.29 | -5.94 | -5.63 | -5.09 | -1.88 | -1.50 | -4.07 | -2.96 |
| 5970469.63 | -18.09 | -13.69 | -9.72 | -8.34 | -5.75 | -5.64 | -5.61 | -1.93 | -1.98 | -4.23 | -3.88 |
| 5970558.88 | -15.65 | -15.01 | -13.52 | -13.36 | -10.26 | -7.37 | -6.59 | -2.55 | -1.94 | -3.96 | -4.31 |
| 5970647.88 | -12.41 | -16.43 | -15.06 | -15.03 | -14.69 | -12.49 | -10.64 | -3.91 | -1.95 | -4.05 | -4.55 |
| 5970736.25 | -7.41 | -15.04 | -16.84 | -16.76 | -17.85 | -15.47 | -14.87 | -5.69 | -2.35 | -4.06 | -4.45 |
| 5970824.25 | -2.78 | -12.01 | -16.28 | -17.00 | -18.03 | -15.68 | -16.27 | -7.31 | -3.73 | -4.63 | -4.50 |
| 5970912.00 | -0.34 | -7.03 | -12.27 | -12.15 | -14.95 | -14.84 | -16.96 | -12.62 | -7.46 | -5.08 | -4.40 |
| 5970999.25 | -0.01 | -2.68 | -8.49 | -8.27 | -8.83 | -13.55 | -15.40 | -12.36 | -12.82 | -5.26 | -4.45 |
| 5971086.13 | 0.14 | -0.90 | -5.05 | -2.70 | -4.32 | -7.96 | -10.89 | -10.94 | -10.67 | -7.86 | -4.93 |
| 5971172.63 | 0.15 | -0.11 | -0.20 | -0.03 | -0.24 | -1.48 | -6.10 | -17.36 | -13.57 | -6.67 | -5.17 |
| 5971258.75 | 0.00 | 0.30 | 0.01 | -0.03 | -0.16 | -0.47 | -2.86 | -12.76 | -12.89 | -8.32 | -5.21 |
| 5971344.50 | -0.03 | 0.44 | 0.19 | -0.06 | -0.25 | -0.50 | -1.04 | -13.44 | -13.69 | -8.88 | -5.64 |
| 5971429.88 | -0.12 | 0.42 | 0.33 | -0.07 | -0.20 | -0.61 | -0.56 | -12.19 | -13.82 | -10.82 | -6.96 |
| 5971515.00 | -0.21 | 0.26 | 0.41 | -0.07 | -0.13 | -0.69 | -0.20 | -7.26 | -14.31 | -13.26 | -8.52 |
| 5971599.88 | -0.27 | 0.22 | 0.43 | -0.06 | -0.09 | -0.68 | -0.29 | -0.11 | -10.90 | -14.55 | -10.45 |
| 5971684.63 | -0.29 | 0.31 | 0.15 | -0.06 | -0.09 | -0.42 | -0.24 | -0.05 | -0.38 | -14.98 | -12.87 |
| 5971769.25 | -0.27 | 0.11 | 0.25 | -0.06 | -0.07 | -0.23 | -0.15 | -0.07 | -0.11 | -13.11 | -14.42 |
| 5971853.50 | -0.26 | -0.50 | 0.08 | -0.06 | -0.05 | -0.14 | -0.08 | -0.06 | -0.10 | -5.74 | -14.24 |
| 5971937.75 | -0.24 | -0.77 | -0.16 | -0.05 | -0.05 | -0.09 | -0.07 | -0.08 | -0.11 | -0.31 | -10.80 |
| 5972022.00 | -0.23 | -0.91 | -0.29 | -0.10 | -0.06 | -0.09 | -0.06 | -0.09 | -0.10 | -0.14 | -4.96 |
| 5972106.00 | -0.24 | -1.00 | -0.37 | -0.05 | -0.07 | -0.10 | -0.05 | -0.09 | -0.05 | -0.11 | -0.93 |
| 5972190.13 | -0.28 | -1.08 | -0.40 | -0.07 | -0.06 | -0.12 | -0.04 | -0.08 | -0.08 | -0.08 | -1.36 |
| 5972274.38 | -0.33 | -1.15 | -0.39 | -0.07 | -0.06 | -0.15 | -0.07 | -0.08 | -0.07 | -0.15 | -1.80 |
| 5972358.50 | -0.36 | -1.24 | -0.42 | -0.05 | -0.06 | -0.13 | -0.04 | -0.05 | -0.06 | -0.20 | -1.03 |
| 5972442.50 | -0.41 | -1.41 | -0.56 | -0.07 | -0.05 | -0.08 | -0.05 | -0.06 | -0.05 | -0.33 | -0.62 |
| 5972526.50 | -0.75 | -1.58 | -0.83 | -0.30 | -0.38 | -0.04 | -0.06 | -0.05 | -0.04 | -0.43 | -0.67 |
| 5972610.38 | -0.77 | -1.51 | -1.00 | -1.13 | -0.78 | 0.02 | -0.26 | -0.06 | -0.08 | -0.48 | -0.70 |
| 5972694.13 | -0.73 | -1.30 | -0.94 | -1.64 | -1.21 | 0.08 | -0.53 | -0.06 | -0.10 | -0.48 | -0.74 |