基于排水能力分析的贵阳市内涝模拟
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作者单位:

(1.贵州省气象服务中心,贵州 贵阳 550002;2.成都信息工程大学资源环境学院,四川 成都 610225 )

作者简介:

潘岑(1992—),女,工程师,硕士,主要从事应用气象服务研究。E-mail:fy3pancen@163.com 通信作者:唐延婧(1982—),女,副高级工程师,主要从事应用气象服务研究。E-mail:370128885@qq.com

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基金项目:

贵州省气象局省市联合科研基金项目(黔气科合SS[2023]06号);贵州省气象局气象科技创新团队项目(黔气科合TD[2024]01号);贵州省气象局科研业务项目(黔气科登[2024]08-01号)


Waterlogging simulation in Guiyang City based on drainage capacity analysis
Author:
Affiliation:

(1.Guizhou Meteorological Service Center, Guiyang 550002, China;2.College of Resources and Environment, Chengdu University of Information Technology, Chengdu 610225, China)

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    摘要:

    针对贵阳市主城区因地形复杂、管网资料缺失导致内涝模拟精度受限的问题,提出了一种基于排水能力分析的复杂地形城市内涝模拟方法。该方法以全分布式径流模拟模型为基础,构建了复杂地形条件下支持排水输出的城市内涝模拟框架,并基于随机森林算法构建了排水能力与水深的双向预测模型,进而利用历史灾情个例结合降水数据对贵阳市内涝过程进行预测。2024年6月29日内涝模拟试验结果表明16个历史涝点中有12个涝点被准确模拟,模型模拟精度达到了实用化要求。

    Abstract:

    A complex terrain urban waterlogging simulation method based on drainage capacity analysis is proposed to address the problem of limited accuracy in simulating waterlogging in the main urban area of Guiyang City due to complex terrain and lack of pipeline data. The method is based on a fully distributed runoff simulation model, and constructs an urban waterlogging simulation framework that supports drainage output under complex terrain conditions. Based on the random forest algorithm, a bidirectional prediction model of drainage capacity and water depth is constructed, and historical disaster cases combined with precipitation data are used to predict the waterlogging process in Guiyang City. A flood simulation experiment was conducted on June 29,2024, and the results showed that 12 out of 16 historical flooding points were accurately simulated, and the model simulation accuracy met the practical requirements.

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潘岑,邹楠婷,陈军,等.基于排水能力分析的贵阳市内涝模拟[J].水资源保护,2025,41(6):34-41.(PAN Cen, ZOU Nanting, CHEN Jun, et al. Waterlogging simulation in Guiyang City based on drainage capacity analysis[J]. Water Resources Protection,2025,41(6):34-41.(in Chinese))

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  • 在线发布日期: 2025-12-05
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