Developing synthetic sewer pipe system for data-scarce domains in application for urban flood modeling

IF 2.6 4区 环境科学与生态学 Q2 WATER RESOURCES Hydrology Research Pub Date : 2023-10-18 DOI:10.2166/nh.2023.066
Lea Dasallas, Hyunuk An, Seungsoo Lee
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引用次数: 0

Abstract

Abstract In urban flood modeling, the accuracy of surface and subsurface flow calculations greatly depends on the parameterization of the drainage system. Incorporating the influence of the sewer pipe system is, therefore, integral to accurately simulating urban inundation during short-duration rainfall events. However, obtaining comprehensive data on sewer systems in developing countries is currently challenging. To mitigate this situation, we propose a method for developing a synthetic sewer network to supplement the representation of the sewer system in urban flood models, particularly in data-scarce domains. The model implements the concept of shallow water equation for surface flow and a 1D slot model for pipe flows with an interaction equation between them. We compare case studies with and without discharge interaction between the surface and hypothetical sewer system for the 2020 flood event in an urban subcatchment within the Marikina Basin, Philippines. Results show that the synthetic sewer pipe integration can capture the urban flood propagation more appropriately. Information such as flood depth and pipe flow discharge can aid in identifying flood-prone areas where sewer system parameters may require modifications. The proposed method can be used as an alternative to performing high-resolution urban flood simulations with limited availability of sewer network data.
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城市洪水建模中数据稀缺领域的综合下水管道系统开发
在城市洪水建模中,地表和地下流量计算的准确性在很大程度上取决于排水系统的参数化。因此,考虑污水管道系统的影响对于准确模拟短时间降雨事件下的城市淹没是不可或缺的。然而,获取发展中国家下水道系统的全面数据目前具有挑战性。为了缓解这种情况,我们提出了一种开发合成下水道网络的方法,以补充城市洪水模型中下水道系统的表示,特别是在数据稀缺的领域。该模型实现了表面流的浅水方程和管道流的一维槽模型的概念,并建立了它们之间的相互作用方程。我们比较了2020年菲律宾马里基纳盆地城市子集水区洪水事件中地表和假设下水道系统之间有无排放相互作用的案例研究。结果表明,综合污水管道集成能较好地捕捉城市洪水的传播过程。诸如洪水深度和管道流量等信息可以帮助确定可能需要修改下水道系统参数的洪水易发地区。所提出的方法可以作为在污水管网数据有限的情况下进行高分辨率城市洪水模拟的替代方法。
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来源期刊
Hydrology Research
Hydrology Research WATER RESOURCES-
CiteScore
5.00
自引率
7.40%
发文量
0
审稿时长
3.8 months
期刊介绍: Hydrology Research provides international coverage on all aspects of hydrology in its widest sense, and welcomes the submission of papers from across the subject. While emphasis is placed on studies of the hydrological cycle, the Journal also covers the physics and chemistry of water. Hydrology Research is intended to be a link between basic hydrological research and the practical application of scientific results within the broad field of water management.
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