Coupling sewers to the surface: Systematic approaches to correcting data discrepancies for 1D-2D drainage modelling

IF 5.9 1区 地球科学 Q1 ENGINEERING, CIVIL
Fabrizia Fappiano , Max Maurer , João P. Leitão
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引用次数: 0

Abstract

One-dimensional (1D) drainage models coupled with two-dimensional (2D) surface models have been recognised as most suitable for simulating pluvial floods in urban areas. However, discrepancies between the 1D drainage network and the 2D Digital Terrain Model (DTM) surface elevation datasets are often observed. These incompatibilities are commonly adjusted manually, impacting the transparency and reproducibility of flood modelling results. No automated and reproducible methods are currently available to ensure compatibility and consistency between a 1D drainage network and the 2D DTM elevation dataset. We present two methods for automatically correcting these discrepancies: Method 1, which corrects the discrepancies by editing the 1D drainage network, and Method 2, which corrects the discrepancies by editing the elevation of the 2D surface. Both methods ensure 1D–2D data compatibility. The two methods were evaluated through hydraulic and hydrological simulations using a synthetic case study, demonstrating strong performance for both approaches. Additionally, we propose a procedure to guide practitioners and modellers in discerning between 1D data and 2D data errors and choosing which method to use. This procedure is demonstrated for a real case study. The two presented methodologies can improve the process of creating 1D-2D urban drainage models and their reproducibility.
将下水道与地表耦合:纠正一维至二维排水模型数据差异的系统方法
一维(1D)排水模型与二维(2D)地表模型相结合,被认为最适合模拟城市地区的冲积洪水。然而,一维排水网络与二维数字地形模型(DTM)地表高程数据集之间往往存在差异。这些不一致性通常由人工调整,影响了洪水模拟结果的透明度和可重复性。目前还没有自动和可重复的方法来确保一维排水网络与二维 DTM 高程数据集之间的兼容性和一致性。我们提出了两种自动纠正这些差异的方法:方法 1 通过编辑一维排水网络来纠正差异,而方法 2 则通过编辑二维表面的高程来纠正差异。这两种方法都能确保一维-二维数据的兼容性。我们利用一个合成案例研究,通过水力和水文模拟对这两种方法进行了评估,结果表明这两种方法都有很好的性能。此外,我们还提出了一个程序,指导实践者和建模者辨别一维数据和二维数据的误差,并选择使用哪种方法。我们在一个实际案例研究中演示了这一程序。所介绍的两种方法可以改进一维-二维城市排水系统模型的创建过程及其可重复性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Hydrology
Journal of Hydrology 地学-地球科学综合
CiteScore
11.00
自引率
12.50%
发文量
1309
审稿时长
7.5 months
期刊介绍: The Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology and hydrogeology. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, hydraulics, agrohydrology, geomorphology, soil science, instrumentation and remote sensing, civil and environmental engineering are included. Social science perspectives on hydrological problems such as resource and ecological economics, environmental sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site.
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