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A behavior-oriented dynamic model for sandbar migration and 2DH evolution

机译:面向行为的沙洲迁移和2DH演化动力学模型

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A nonlinear model is developed to study the time-dependent relationship between the alongshore variability of a sandbar, a(t), and alongshore-averaged sandbar position, x_c(t). Sediment transport equations are derived from energetics-based formulations. A link between this continuous physical representation and a parametric form describing the migration of sandbars of constant shape is established through a simple transformation of variables. The model is driven by offshore wave conditions. The parametric equations are dynamically coupled such that changes in one term (i.e., x_c) drive changes in the other (i.e., a(t)). The model is tested on 566 days of data from Palm Beach, New South Wales, Australia. Using weighted nonlinear least squares to estimate best fit model coefficients, the model explained 49% and 41% of the variance in measured x_c and a(t), respectively. Comparisons against a 1-D horizontal (1DH) version of the model showed significant improvements when the 2DH terms were included (1DH and 2DH Brier skill scores were —0.12 and 0.42, respectively). Onshore bar migration was not predicted in the 1DH model, while the 2DH model correctly predicted onshore migration in the presence of 2DH morphology and allowed the bar to remain closer to shore for a given amount of breaking, providing an important hysteresis to the system. The model is consistent with observations that active bar migration occurs under breaking waves with onshore migration occurring at timescales of days to weeks and increasing 2DH morphology, while offshore migration occurs rapidly under high waves and coincides with a reduction in 2DH morphology.
机译:开发了一个非线性模型来研究沙洲沿岸变异性a(t)和沿岸平均沙洲位置x_c(t)之间的时变关系。泥沙输送方程式是从基于能量学的公式中得出的。通过简单的变量转换,可以在这种连续的物理表示形式与描述恒定形状的沙洲迁移的参数形式之间建立联系。该模型由海上波浪条件驱动。参数方程被动态地耦合,使得一个项(即,x_c)的变化驱动另一项(即,a(t))的变化。该模型已根据澳大利亚新南威尔士州棕榈滩的566天数据进行了测试。使用加权非线性最小二乘估计最佳拟合模型系数,该模型分别解释了所测得的x_c和a(t)的方差的49%和41%。与模型的一维水平(1DH)版本进行的比较显示,当包含2DH术语时(1DH和2DH Brier技能得分分别为-0.12和0.42)有了显着改善。 1DH模型中未预测岸上钢筋迁移,而2DH模型在存在2DH形态的情况下正确预测了陆上迁移,并在给定的断裂量下允许钢筋保持更靠近海岸,从而为系统提供了重要的滞后作用。该模型与以下观察结果一致:活跃的条形迁移发生在大浪下,陆上迁移发生在数天至数周的时间范围内,并增加了2DH形态,而近海迁移在大波浪下迅速发生,并且与2DH形态减小同时发生。

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