城市洪水的大尺度高分辨率水动力模拟:一些实际考虑

IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL
Xiaodong Ming , Qiuhua Liang , Jinghua Jiang
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引用次数: 0

摘要

过去几年,世界各地发生了一系列灾难性的城市洪水事件。由于气候变化,这类极端事件变得更加频繁。数值模拟为支持洪水风险评估和管理提供了不可或缺的手段。强降雨引起的高瞬态洪水动力学的模拟需要使用高分辨率的水动力模型。准确的洪水预测需要在复杂的城市环境中适当地表示入渗和排水过程,这需要高质量的土壤和排水数据,而这些数据并不能广泛获得。本文考虑了这些挑战,并探索了将高性能水动力模型与高分辨率地形数据和众包洪水观测相结合的实用方法,以解决数据缺口并支持城市洪水的实时模拟。该模型被应用于在400平方公里的英国泰恩赛德大都会区以2米分辨率重现真实世界的洪水事件,其解决方案的准确性得到了众包数据的证实。采用不同的模拟策略来反映入渗和排水对地表洪水的影响。研究表明,采用概念化的质量损失参数来考虑入渗和排水能力,比直接减少降雨量产生更好的结果。这种方法为支持大城市的高分辨率城市洪水建模提供了一种实用的解决方案,特别是在没有必要的排水和土壤数据的情况下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Large-scale high-resolution hydrodynamic modelling of urban floods: Some practical considerations
The last few years have witnessed a series of catastrophic urban flood events across the world. This type of extreme events has become more frequent due to climate change. Numerical modelling provides an indispensable means to support flood risk assessment and management. Simulation of the highly transient flood dynamics induced by intense rainfall requires the use of high-resolution hydrodynamic models. Accurate flood prediction needs proper representation of infiltration and drainage processes in complex urban environments, which requires high-quality soil and drainage data that are not widely available. This paper considers these challenges and explores practical approaches to integrate a high-performance hydrodynamic model with high-resolution topography data and crowd-sourced flood observations to address data gaps and support real-time simulation of urban flooding. The model is applied to reproduce a real-world flood event in the 400 km2 Tyneside metropolitan region in the UK at a 2 m resolution, with solution accuracy confirmed by crowd-sourced data. Different simulation strategies are implemented to reflect the impact of infiltration and drainage on surface flooding. It is demonstrated that infiltration and drainage capacity may be considered using conceptualised mass loss parameters, which produces better results than direct reduction to the rainfall rate. Such an approach offers a practical solution to support high-resolution urban flood modelling in large cities, particularly when essential drainage and soil data are not available.
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来源期刊
Journal of Hydro-environment Research
Journal of Hydro-environment Research ENGINEERING, CIVIL-ENVIRONMENTAL SCIENCES
CiteScore
5.80
自引率
0.00%
发文量
34
审稿时长
98 days
期刊介绍: The journal aims to provide an international platform for the dissemination of research and engineering applications related to water and hydraulic problems in the Asia-Pacific region. The journal provides a wide distribution at affordable subscription rate, as well as a rapid reviewing and publication time. The journal particularly encourages papers from young researchers. Papers that require extensive language editing, qualify for editorial assistance with American Journal Experts, a Language Editing Company that Elsevier recommends. Authors submitting to this journal are entitled to a 10% discount.
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