Evaluating the Impact of Digital Elevation Models on Urban Flood Modeling: A Comprehensive Analysis of Flood Inundation, Hazard Mapping, and Damage Estimation

被引:1
|
作者
Zandsalimi, Zanko [1 ]
Feizabadi, Sajjad [2 ]
Yazdi, Jafar [3 ]
Neyshabouri, Seyed Ali Akbar Salehi [4 ]
机构
[1] Univ Virginia, Dept Civil & Environm Engn, Charlottesville, VA USA
[2] Louisiana State Univ, Dept Oceanog & Coastal Sci, Baton Rouge, LA USA
[3] Shahid Beheshti Univ, Dept Civil & Environm Engn, Tehran, Iran
[4] Tarbiat Modares Univ, Dept Civil & Environm Engn, Tehran, Iran
关键词
Urban Flooding; Digital Elevation Model; Flood Extent; Flood Damage; Flood Hazard; MIKE FLOOD; QUALITY; RESOLUTION; ACCURACY; IMAGERY; HEIGHT;
D O I
10.1007/s11269-024-03862-4
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Digital Elevation Models (DEMs) play a crucial role in flood management. This study aims to assess the effect of various global DEMs (GDEMs), including ALOS-12.5 m, ALOS-30 m, SRTM-30 m, SRTM-90 m, and NASADEM-30 m, on flood risk modeling in a densely urban area. The 1D-2D MIKE FLOOD hydraulic model was employed for the flood modeling. The process involved using a high-resolution DEM (Pleiades-1A 1 m) as the reference map (RM1), along with other GDEMs, to simulate a 50-year return period flood. The performance of GDEMs was then assessed in terms of flood inundation extent, flood hazard, and flood damage estimation, assessing their accuracy against the RM1. The study also explored the trade-offs between accuracy and efficiency by examining the effects of substituting the high-resolution map with a 5-m resolution map (Res_5 m) created through resampling. Results revealed that GDEMs tend to overestimate flood extent and underestimate depth, leading to inaccurate flood risk assessments. Among the GDEMs, NASADEM-30 and SRTM-30 outperformed others in simulating flood inundation extent but resulted in a more uniform flood depth distribution; approximately 70% of the flood extent was categorized with depths of less than 0.3 m, nearly double that of the RM1. This discrepancy led to an underestimation and overestimation of higher (H3-H6) and lower (H1) hazard levels by approximately 50%, respectively. Furthermore, GDEMs significantly overestimated flood damages, with NASADEM-30 showing a 161% overestimation compared to the RM1. Ultimately, the Res_5 m was a viable alternative for urban flood simulations as it led only to a modest 6% decrease in the flood zone area.
引用
收藏
页码:4243 / 4268
页数:26
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