水电能源科学2024,Vol.42Issue(10) :16-19,43.DOI:10.20040/j.cnki.1000-7709.2024.20231956

基于元胞自动机的降雨-径流模型对城市淹没过程的模拟

Simulation of Urban Inundating Process by Rainfall-runoff Model Based on Cellular Automata

崔志美 黄维 黄志都 邬蓉蓉
水电能源科学2024,Vol.42Issue(10) :16-19,43.DOI:10.20040/j.cnki.1000-7709.2024.20231956

基于元胞自动机的降雨-径流模型对城市淹没过程的模拟

Simulation of Urban Inundating Process by Rainfall-runoff Model Based on Cellular Automata

崔志美 1黄维 1黄志都 1邬蓉蓉1
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作者信息

  • 1. 广西电网有限责任公司电力科学研究院,广西 南宁 530000
  • 折叠

摘要

针对现有的基于元胞自动机(CA)的径流模型无法随时应用于复杂的城市环境,提出了一种基于CA的新型降雨-径流模型(RRCA)来模拟洪水淹没.该模型考虑了12种城市情景而非单一土地利用类型的精细径流生成过程,通过水资源供需的新过渡规则(WS-WD)模拟汇流过程.将RRCA与基于CA的洪水模型(E2DCA)进行比较,结果表明,RRCA和E2DCA与基准模型具有良好的一致性,R2 大于0.9,且RRCA在模拟效率和准确性上表现更好.因此,在城市内涝管理中,可通过精准模拟有效识别排水困难区域,从而及时采取相应措施.

Abstract

Aiming at the existing runoff model based on cellular automata(CA)that cannot be readily applied to com-plex urban environments,a novel CA-based rainfall-runoff model(RRCA)is proposed to simulate flood inundation.The model includes a fine-grained runoff generation process that considers 12 urban scenarios instead of a single land-use type,and a catchment process determined by the new transition rule for water supply and demand(WS-WD)transition rule.The RRCA is compared with the CA-based flood model(E2DCA).The results show that the RRCA and E2DCA are in good agreement with the baseline model,and R2 is greater than 0.9;The RRCA performs better in terms of simulation efficiency and accuracy.In urban flood management,the areas with drainage difficulties can be effectively identified through accurate simulation so that timely measures can be taken.

关键词

洪水模拟/元胞自动机/降雨—径流模型/淹没分析/土地利用

Key words

flood simulation/cellular automata/rainfall-runoff model/inundation analysis/land use

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基金项目

广西电网科技创新项目(GXKJXM20222160)

出版年

2024
水电能源科学
中国水力发电工程学会 华中科技大学 武汉国测三联水电设备有限公司

水电能源科学

CSTPCD北大核心
影响因子:0.525
ISSN:1000-7709
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