基于元胞自动机的城市洪水淹没模型

Q2 Social Sciences International Journal of Water Pub Date : 2019-07-30 DOI:10.1504/IJW.2019.10022793
S. Armal, Rafea Al-Suhili
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引用次数: 6

摘要

本研究开发了一个改进的元胞自动机(CA)模型来模拟暴洪淹没程度,以纽约市的一个城市子集水区为例。基于土壤组成,采用阈值入渗率对Horton方程进行修正,并应用于不同土地覆盖类型。此外,孔口方程更新了一个时变参数,以考虑进口部分/完全堵塞。我们提出了一个坡度加权流动传递函数来调整CA模型,并解决了由于部分淹没而发生的深度正性和流态变化问题。在该地区的调查中发现了7个不同淹没程度的积水点,并与模拟结果进行了比较。结果证明了所建立的CA模型对再现水深演变的适用性。
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An urban flood inundation model based on cellular automata
This study develops a modified cellular automata (CA) model to simulate the flash flood inundation extent on a case study of an urban sub-catchment, in New York City. Based on the soil composition, the Horton equation is modified with threshold infiltration rates and applied to different land cover types. Further, the orifice equation is updated with a time variant parameter to account for partial/full blockage in the inlets. We propose a slope weighted flow transfer function to adjust the CA model and address the problem of depth positivity and flow regime changes, occurring due to the partial submergence. Seven ponding points with different levels of inundation are detected in the survey of the area and accordingly compared with the output of the simulation. The results prove the applicability of the developed CA model to reproduce the evolution of water depth.
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来源期刊
International Journal of Water
International Journal of Water Social Sciences-Geography, Planning and Development
CiteScore
0.40
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期刊介绍: The IJW is a fully refereed journal, providing a high profile international outlet for analyses and discussions of all aspects of water, environment and society.
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