Evaluating the Efficacy of Different DEMs for Application in Flood Frequency and Risk Mapping of the Indian Coastal River Basin

被引:18
作者
Gangani, Parth [1 ]
Mangukiya, Nikunj K. [2 ]
Mehta, Darshan J. [1 ]
Muttil, Nitin [3 ,4 ]
Rathnayake, Upaka [5 ]
机构
[1] Dr S &S S Ghandhy Govt Engn Coll, Dept Civil Engn, Surat 395008, Gujarat, India
[2] Indian Inst Technol Roorkee, Dept Hydrol, Roorkee 247667, Uttarakhand, India
[3] Victoria Univ, Inst Sustainable Ind & Liveable Cities, Melbourne, Vic 8001, Australia
[4] Victoria Univ, Coll Sport Hlth & Engn, Melbourne, Vic 8001, Australia
[5] Atlantic Technol Univ, Fac Engn & Design, Dept Civil Engn & Construct, Sligo F91 YW50, Ireland
关键词
digital elevation models (DEMs); flood frequency analysis; Gumbel distribution; HEC-RAS; log-Pearson type III; risk mapping; CLIMATE-CHANGE; UNCERTAINTY; ROUGHNESS;
D O I
10.3390/cli11050114
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Floods are among the most occurring natural hazards that cause severe damage to infrastructure and loss of life. In India, southern Gujarat is affected during the monsoon season, facing multiple flood events in the Damanganga basin. As the basin is one of the data-scarce regions, evaluating the globally available dataset for flood risk mitigation studies in the Damanganga basin is crucial. In the present study, we compared four open-source digital elevation models (DEMs) (SRTM, Cartosat-1, ALOS-PALSAR, and TanDEMX) for hydrodynamic (HD) modeling and flood risk mapping. The simulated HD models for multiple flood events using HEC-RAS v6.3 were calibrated by adopting different roughness coefficients based on land-use land cover, observed water levels at gauge sites, and peak flood depths in the flood plain. In contrast to the previous studies on the Purna river basin (the neighboring basin of Damanganga), the present study shows that Cartosat-1 DEM provides reliable results with the observed flood depth. Furthermore, the calibrated HD model was used to determine the flood risk corresponding to 10, 25, 50, and 100-year return period floods calculated using Gumbel's extreme value (GEV) and log-Pearson type III (LP-III) distribution techniques. Comparing the obtained peak floods corresponding to different return periods with the observed peak floods revealed that the LP-III method gives more reliable estimates of flood peaks for lower return periods, while the GEV method gives comparatively more reliable estimates for higher return period floods. The study shows that evaluating different open-source data and techniques is crucial for developing reliable flood mitigation plans with practical implications.
引用
收藏
页数:18
相关论文
共 57 条
[1]   Integrated Methodology for Urban Flood Risk Mapping at the Microscale in Ungauged Regions: A Case Study of Hurghada, Egypt [J].
Abdrabo, Karim, I ;
Kantoush, Sameh A. ;
Saber, Mohamed ;
Sumi, Tetsuya ;
Habiba, Omar M. ;
Elleithy, Dina ;
Elboshy, Bahaa .
REMOTE SENSING, 2020, 12 (21) :1-24
[2]  
Asante K.O., 2008, WORLD WIDE WEB, V605, P594, DOI [10.3133/ofr20071441, DOI 10.3133/OFR20071441]
[3]   Sources of uncertainty in flood inundation maps [J].
Bales, J. D. ;
Wagner, C. R. .
JOURNAL OF FLOOD RISK MANAGEMENT, 2009, 2 (02) :139-147
[4]   Quantifying Roughness Coefficient Uncertainty in Urban Flooding Simulations through a Simplified Methodology [J].
Bellos, Vasilis ;
Kourtis, Ioannis M. ;
Moreno-Rodenas, Antonio ;
Tsihrintzis, Vassilios A. .
WATER, 2017, 9 (12)
[5]   Communicating uncertainty in flood inundation mapping: a case study [J].
Beven, Keith ;
Lamb, Rob ;
Leedal, Dave ;
Hunter, Neil .
INTERNATIONAL JOURNAL OF RIVER BASIN MANAGEMENT, 2015, 13 (03) :285-295
[6]   Modeling and visualizing uncertainties of flood boundary delineation: algorithm for slope and DEM resolution dependencies of 1D hydraulic models [J].
Brandt, Sven Anders .
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2016, 30 (06) :1677-1690
[7]  
Brunner G.W ., 2010, HEC RAS RIVER ANAL S
[8]  
CartoDEM Project, 2008, SACRESIPASIPGCARTODE
[9]  
Chow V.T., 1959, OPEN CHANNEL HYDRAUL
[10]   Governance and disaster: Analysis of land use policy with reference to Uttarakhand flood 2013, India [J].
Dash, Pratik ;
Punia, Milap .
INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2019, 36