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一种用于城市洪水分析的快速洪水淹没模型。

A rapid flood inundation model for urban flood analyses.

作者信息

Wijaya Obaja Triputera, Yang Tsun-Hua, Hsu Hao-Ming, Gourbesville Philippe

机构信息

Department of Civil Engineering, National Yang-Ming Chiao Tung University, Hsinchu, 30010, Taiwan.

Department of Civil Engineering, Parahyangan Catholic Univeristy, Bandung, 40141, Indonesia.

出版信息

MethodsX. 2023 Apr 26;10:102202. doi: 10.1016/j.mex.2023.102202. eCollection 2023.

Abstract

An efficient inundation model is required for flood early warning systems in urban areas. A 2D flood model uses a governing shallow water equation, and this model is computationally expensive despite benefiting from parallel computing techniques. As an alternative to conventional flood models, cellular automata (CA) and DEM-based models (DBMs) have been studied. CA flood models simulate floods efficiently. However, a small time step is required to ensure model stability when the grid size decreases due to its diffusive characteristics. Conversely, DBM models produce results quickly, but they only show the maximum flood extent. Additionally, pre- and postprocessing are required, which take considerable time. This study proposes a hybrid inundation model that combines the two alternative approaches, and it efficiently produces a high- resolution flood map without complex pre- and postprocessing. The hybrid model is also integrated with a 1D drainage module, and thus, the model reliably simulates urban area floods.•The rapid flood inundation model integrates CA module to simulate temporal distribution of floods and DEM module to provide details of floods.•A 1D Saint Venant equation is also solved in the rapid flood inundation model to simulate the drainage sytems in urban areas.•Two-way coupling between 2D-surface and 1D-drainag models are considered in the rapid flood inundation model.

摘要

城市地区的洪水预警系统需要一个高效的洪水淹没模型。二维洪水模型使用浅水控制方程,尽管受益于并行计算技术,但该模型的计算成本很高。作为传统洪水模型的替代方案,人们对元胞自动机(CA)和基于数字高程模型(DEM)的模型(DBM)进行了研究。CA洪水模型能够高效地模拟洪水。然而,由于其扩散特性,当网格尺寸减小时,需要较小的时间步长来确保模型稳定性。相反,DBM模型能够快速产生结果,但它们只显示最大洪水范围。此外,还需要进行预处理和后处理,这会花费大量时间。本研究提出了一种结合这两种替代方法的混合洪水淹没模型,该模型无需复杂的预处理和后处理就能高效地生成高分辨率洪水地图。该混合模型还与一维排水模块集成,因此,该模型能够可靠地模拟城市地区的洪水。

•快速洪水淹没模型集成了CA模块来模拟洪水的时间分布,并集成了DEM模块来提供洪水细节。

•快速洪水淹没模型还求解一维圣维南方程,以模拟城市地区的排水系统。

•快速洪水淹没模型考虑了二维地表模型和一维排水模型之间的双向耦合。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c9a/10173199/11b5d0c72366/ga1.jpg

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