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Multi-scale calibration of a non-hydrostatic model for wave runup simulation

机译:用于波浪上升模拟的非静水模型多尺度校准

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Modeling wave runup on beaches and structures is an important step toward accurate coastal flood prediction. Depth-averaged non-hydrostatic models such as XBNH (XBeach Non-Hydrostatic) are computationally costeffective yet accurate tools to numerically simulate random wave runup. XBNH includes a number of calibration parameters, which are determined on a case-study basis. This study aims to investigate the range of XBNH input parameters that results in accurate predictions regardless of the application scale, benefiting future applications of XBNH that lack the measurements needed for model calibration. The study performs calibration and sensitivity analysis to investigate the model response to the input parameters for applications with different spatial scales, including small- and large-scale laboratory wave runup experiments and a real-scale field experiment. A Grid search method is utilized to perform a multi-scale calibration of the input parameters used in the parametrization of the wave breaking process in XBNH. The effect of parameters in the JONSWAP spectrum used to generate the offshore boundary conditions is investigated. Results show that using a single combination of calibrated input parameters, the model is able to capture random wave runup on beach, beach-dune, and beach-seawall systems with various spatial scales. Moreover, wave spectrum parameters can highly influence the model performance, and calibration of these parameters makes the model more robust to replicate the actual water surface fluctuations.
机译:对海滩和建筑物的波浪上升进行建模是实现准确沿海洪水预测的重要一步。深度平均非静水模型,例如 XBNH (XBeach Non-Hydrostatic) 是计算经济高效且准确的工具,可用于数值模拟随机波上升。XBNH 包括许多校准参数,这些参数是根据案例研究确定的。本研究旨在调查 XBNH 输入参数的范围,无论应用规模如何,都能实现准确的预测,有利于未来缺乏模型校准所需测量的 XBNH 应用。该研究执行校准和灵敏度分析,以研究模型对不同空间尺度应用的输入参数的响应,包括小规模和大规模实验室波助长实验和真实规模的现场实验。网格搜索方法用于对 XBNH 中破波过程参数化中使用的输入参数进行多尺度校准。研究了用于生成海上边界条件的 JONSWAP 频谱中参数的影响。结果表明,使用校准输入参数的单一组合,该模型能够捕获不同空间尺度的海滩、海滩-沙丘和海滩-海堤系统上的随机波浪上升。此外,波谱参数会极大地影响模型性能,校准这些参数会使模型更能复制实际水面波动。

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