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水力发电学报 ›› 2021, Vol. 40 ›› Issue (5): 110-124.doi: 10.11660/slfdxb.20210511

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基于UAV精细化地表数据的城市洪涝模拟与分析——以济南市海绵城市示范区为例

  

  • 出版日期:2021-05-25 发布日期:2021-05-25

Urban flood simulation and analysis using UAV-based refined surface data. Case study for sponge city pilot area of Jinan City

  • Online:2021-05-25 Published:2021-05-25

摘要: 近年来,气候变化与快速城市化使城市洪涝风险显著增大,给城市可持续健康发展造成重大威胁,精细化城市洪涝模拟是有效开展城市洪涝风险管理的重要手段,因此,雨洪模拟结果可靠性与精细程度至关重要。本研究以济南市海绵城市示范区为例,针对研究区特殊地形地貌特征,利用无人机(UAV)倾斜摄影技术获取精细化地表信息,基于此建立水文水动力学多过程耦合模型,评估地形刻画精细程度对洪涝模拟的影响。研究表明,高精度的地形数据能更好地刻画局部洼地,而降低分辨率则会坦化地形使模拟结果偏低,网格划分尺寸也会对地形的刻画程度造成影响,进而影响模拟结果,对模型中地形、地物的精细刻画有助于准确模拟洪涝,采用DSM或不考虑围墙等地物则可能高估或低估洪涝,造成不良后果。本研究可为济南市乃至全国的城市洪涝风险精细化管理工作提供参考。

关键词: 城市洪涝模拟, UAV, 水文水动力学耦合, 地形精细程度, 济南市

Abstract: Climate change and rapid urbanization in recent years have resulted in a significant increase in urban flood risk, posing a considerable threat to sustainable and healthy development of the cities. Refined modelling of urban flood and waterlogging is often crucial to efficient flood management and requires better reliability and fineness of the flood model outputs. The sponge city pilot area of Jinan City was selected as a study case, where the special terrain and landform is conducive to urban flooding. Data of the refined urban land surface were collected using UAV-based oblique photography; and using these data, we have developed a hydro-hydrodynamic coupling model for interaction of various processes and applied it to analysis of the effect of terrain resolution on flood modeling. The results show that fine data resolution of the urban terrains is vital to accurate flood modeling, and using Digital Surface Model (DSM) or neglecting the walls in modeling will lead to overestimation or underestimation of the flood, which is really adverse. This study provides reliable, fine flood data to refined urban flood risk management in Jinan City.

Key words: urban flood simulation, UAV, hydro-hydrodynamic modeling, terrain resolution, Jinan City

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