An Effective Modelling Approach to Support Probabilistic Flood Forecasting in Coastal CitiesCase Study: Can Tho, Mekong Delta, Vietnam

被引:6
作者
Ngo, Hieu [1 ]
Pathirana, Assela [1 ]
Zevenbergen, Chris [1 ,2 ]
Ranasinghe, Roshanka [1 ,3 ,4 ]
机构
[1] IHE Delft Inst Water Educ, Dept Water Sci & Engn, POB 3015, NL-2601 DA Delft, Netherlands
[2] Delft Univ Technol, Fac Civil Engn & Geosci, Dept Hydraul Engn, POB 5048, NL-2628 CN Delft, Netherlands
[3] Univ Twente, Dept Water Engn & Management, POB 217, NL-7500 AE Enschede, Netherlands
[4] Deltares, Harbour Coastal & Offshore Engn, POB 177, NL-2600 MH Delft, Netherlands
关键词
coastal cities; SWMM; simplified model; Mekong Delta; Can Tho city; CLIMATE-CHANGE IMPACTS; SEA-LEVEL RISE; GLOBAL ANALYSIS; RIVER-BASIN; URBANIZATION; UNCERTAINTY; HYDROLOGY; DISCHARGE;
D O I
10.3390/jmse6020055
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
Probabilistic flood forecasting requires flood models that are simple and fast. Many of the modelling applications in the literature tend to be complex and slow, making them unsuitable for probabilistic applications which require thousands of individual simulations. This article focusses on the development of such a modelling approach to support probabilistic assessment of flood hazards, while accounting for forcing and system uncertainty. Here, we demonstrate the feasibility of using the open-source SWMM (Storm Water Management Model), focussing on Can Tho city, Mekong Delta, Vietnam. SWMM is a dynamic rainfall-runoff simulation model which is generally used for single event or long-term (continuous) simulation of runoff quantity and quality and its application for probabilistic riverflow modelling is atypical. In this study, a detailed SWMM model of the entire Mekong Delta was built based on an existing ISIS model containing 575 nodes and 592 links of the same study area. The detailed SWMM model was then systematically reduced by strategically removing nodes and links to eventually arrive at a level of detail that provides sufficiently accurate predictions of water levels for Can Tho for the purpose of simulating urban flooding, which is the target diagnostic of this study. After a comprehensive assessment (based on trials with the varying levels of complexity), a much reduced SWMM model comprising 37 nodes and 40 links was determined to be able to provide a sufficiently accurate result while being fast enough to support probabilistic future flood forecasting and, further, to support flood risk reduction management.
引用
收藏
页数:19
相关论文
共 43 条
[1]   Co-production of Knowledge in Multi-stakeholder Processes: Analyzing Joint Experimentation as Social Learning [J].
Akpo, Essegbemon ;
Crane, Todd A. ;
Vissoh, Pierre V. ;
Tossou, Rigobert C. .
JOURNAL OF AGRICULTURAL EDUCATION & EXTENSION, 2015, 21 (04) :369-388
[2]  
[Anonymous], 2005, Overview of the Hydrology of the Mekong Basin, P73
[3]  
[Anonymous], 2010, State of the Basin Report
[4]   Flood impact in the Mekong Delta, Vietnam [J].
Balica, Stefania ;
Dinh, Quang ;
Popescu, Ioana ;
Vo, Thanh Q. ;
Pham, Dieu Q. .
JOURNAL OF MAPS, 2014, 10 (02) :257-268
[5]  
CCCO & ISET, 2015, PER URB DEV PLANN FL
[6]   Assessing rating-curve uncertainty and its effects on hydraulic model calibration [J].
Domeneghetti, A. ;
Castellarin, A. ;
Brath, A. .
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2012, 16 (04) :1191-1202
[7]  
Eastham J., 2008, CSIRO WATER HLTH COU, VVolume 153
[8]  
Gorgoglione A., 2016, APPL ENVIRON SOIL SC, V2016, DOI [10.1155/2016/9327614, DOI 10.1155/2016/9327614]
[9]  
Hallegatte S, 2013, NAT CLIM CHANGE, V3, P802, DOI [10.1038/nclimate1979, 10.1038/NCLIMATE1979]
[10]   Investigation of the Mekong River basin hydrology for 1980-2000 using the YHyM [J].
Hapuarachchi, Hapu Arachchige Prasantha ;
Takeuchi, Kuniyoshi ;
Zhou, Maichun ;
Kiem, Anthony Stuart ;
Georgievski, Mikhail ;
Magome, Jun ;
Ishidaira, Hiroshi .
HYDROLOGICAL PROCESSES, 2008, 22 (09) :1246-1256