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MODELLING URBAN FLOODPLAIN INUNDATION WITH DIFFERENT SPATIAL RESOLUTION AND MODEL PARAMETERISATION

机译:具有不同空间分辨率和模型参数化的城市洪水泛滥建模

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One-dimensional (1D) hydrodynamic models have been used as a standard industry practice for urban flood modelling work for many years. More recently, however, model formulations have included a 1D representation of the main channels and a 2D representation of the floodplains. Since the physical process of describing exchanges of flows with the floodplains can be represented in different ways, the predictive capability of different modelling approaches can also vary. Researches have shown that with the availability of high resolution DEMs derived from airborne LiDAR, these models can theoretically be routinely parameterized to represent considerable topographic complexity, even in urban areas where the potential exists to represent flows at the scale of individual buildings. However, computational constraints on the use of fine resolution DTM for 2D urban flood modeling require model dicritisations at scale well below those achievable with LiDAR and thus unable to make optimal use of this emerging data stream. The present paper explores effects of some of the key issues that concern urban flood modelling work. Impacts from applying different model schematization, geometry and parameter values were investigated. It discusses how different Digital Terrain Model (DTM) resolution, presence of different features on DTM such as roads and building structures and different friction coefficients affect the simulation results. In addition, this paper discusses an approach that aims to capture small scale urban features which are presented in fine resolution data as we try to move from sub-grid scale to coarse resolution of 2D models.
机译:多年来,一维(1D)流体动力学模型已用作城市洪水建模工作的标准行业惯例。然而,最近,模型公式化包括主要渠道的一维表示和洪泛区的二维表示。由于描述洪泛区水流交换的物理过程可以用不同的方式表示,因此不同建模方法的预测能力也可能有所不同。研究表明,借助从机载LiDAR提取的高分辨率DEM,理论上可以对这些模型进行常规参数化,以表示相当大的地形复杂性,即使在可能存在以单个建筑物规模表示流量的城市地区也是如此。但是,对于在2D城市洪水建模中使用高分辨率DTM的计算约束,要求模型的规模化远远低于LiDAR可以实现的规模,因此无法最佳利用这一新兴数据流。本文探讨了一些与城市洪水建模工作有关的关键问题的影响。研究了应用不同模型示意图,几何形状和参数值的影响。它讨论了不同的数字地形模型(DTM)分辨率,DTM上道路和建筑结构等不同特征的存在以及不同的摩擦系数如何影响模拟结果。此外,本文讨论了一种方法,该方法旨在捕获在高分辨率分辨率数据中呈现的小规模城市特征,这是我们尝试从2维模型的子网格比例向粗糙分辨率转换的一种方法。

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