Abstract
In the eventuality of a dike-break flood, evacuation is regarded as the primary solution for disaster mitigation and it usually needs to be performed in a quick yet orderly manner. In order to have a good response to such emergency situation, it is necessary to prepare a feasible evacuation plan and carry out related analysis of it. Based on this purpose, this paper presents a methodology of emergency evacuation planning for dike-break flood. Aiming to suit the specialty of certain dike-break flood condition, we conducted related data analysis and processing such as flood simulation in MIKE, and impassable flooded roads extraction in ArcGIS. An evacuation model is established, and successive approximation algorithm is applied to obtain a feasible optimized evacuation scheme in the model. Furthermore, based on this methodology, a geographical information system-based decision support system for study area is developed. By using it, decision-makers can acquire reliable situational information of flood evolution, feasible routes, road congestions and high-risk groups. Thus, they can mobilize necessary resources in a timely manner to coordinate an effective emergency response.
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References
Aganovic Z, Gajic Z (1994) The successive approximation procedure for finite-time optimal control of bilinear systems. IEEE Trans Automat Contr 39:1932–1935
Bates P, De Roo A (2000) A simple raster-based model for flood inundation simulation. J Hydrol 236:54–77
Bhaduri B, Liu C (2006) Franzese O Oak Ridge evacuation modeling system (OREMS): a PC-based computer tool for emergency evacuation planning. In: Symposium on GIS for transportation
Blake J (2011) Natural user interfaces in .NET: WPF 4, Surface 2, and Kinect. Manning
Bland RG, Jensen DL (1992) On the computational behavior of a polynomial-time network flow algorithm. Math Progr 54:1–39
Caliper Corporation (2001) TransCAD Overview. http://www.caliper.com/tcovu.htm
Cheng C, Qian X, Zhang Y, Wang Q, Sheng J (2011) Estimation of the evacuation clearance time based on dam-break simulation of the Huaxi dam in Southwestern China. Nat Hazards 57:227–243
Dawod GM, Mirza MN, Al-Ghamdi KA (2012) GIS-based estimation of flood hazard impacts on road network in Makkah city. Saudi Arab Environ Earth Sci 67:2205–2215
DHI (2009) MIKE FLOOD: 1D-2D modelling user manual. DHI Water and Environment Hørsholm, Denmark
Effati M, Rajabi MA, Samadzadegan F, Blais JR (2012) Developing a novel method for road hazardous segment identification based on fuzzy reasoning and GIS. J Transp Technol 2:32
Esm SO, Oam PC, Davies B (2010) Timeline modelling of flood evacuation operations. Procedia Eng 3:175–187
Goldberg AV, Tarjan RE (1990) Finding minimum-cost circulations by successive approximation. Math Oper Res 15:430–466
Gottumukkala R, Zachary J, Kearfott B, Kolluru R (2012) Real-time information driven decision support system for evacuation planning. In: IEEE International Multi-Disciplinary Conference on Cognitive methods in situation awareness and decision support (CogSIMA), 2012. IEEE, pp 206–209
Horritt M, Bates P (2002) Evaluation of 1D and 2D numerical models for predicting river flood inundation. J Hydrol 268:87–99
Jonkman S, Van Gelder P, Vrijling J (2002) Loss of life models for sea and river floods. Flood Def 1:196–206
JTG-B01-2003-China (2003) Ministry of Communications, JTG B01-2003 technical standard of highway engineering. China Communications Press, Beijing
Lee CY (1961) An algorithm for path connections and its applications. IRE Trans Electron Comput 3:346–365
Leiserson CE, Schardl TB (2010) A work-efficient parallel breadth-first search algorithm (or how to cope with the nondeterminism of reducers). In: Proceedings of the twenty-second annual ACM symposium on Parallelism in algorithms and architectures. ACM, pp 303–314
Liang L, Ni J, Borthwick A, Rogers B (2002) Simulation of dike-break processes in the Yellow River. Sci China Ser E Technol Sci 45:606–619
Liu Y, Zhou J, Song L, Zou Q, Guo J, Wang Y (2013) Efficient GIS-based model-driven method for flood risk management and its application in central China. Nat Hazards Earth Syst Sci Discuss 1:1535–1577
Mahmassani H, Hu T, Jayakrishnan R (1992) Dynamic traffic assignment and simulation for advanced network informatics (DYNASMART). In: Proceedings of the 2nd international CAPRI seminar on Urban Traffic Networks, Capri, Italy
Marakas GM (1999) Decision support system in the twenty first century. Prentice Hall, Englewood Cliffs
Mordvintsev A, Krzhizhanovskaya V, Lees M, Sloot P (2014) Simulation of city evacuation coupled to flood dynamics. In: Pedestrian and evacuation dynamics 2012. Springer, pp 485–499
Pel AJ, Bliemer MC, Hoogendoorn SP (2012) A review on travel behaviour modelling in dynamic traffic simulation models for evacuations. Transportation 39:97–123
Penning-Rowsell E, Johnson C, Tunstall S, Tapsell S, Morris J, Chatterton J, Green C (2005) The benefits of flood and coastal risk management: a handbook of assessment techniques. Middlesex University Press, London
Power D (2002) Decision Support Systems: Concepts and Resources for Managers. Stud Inf Control 11:349–350
Qi H, Altinakar M (2011) A GIS-based decision support system for integrated flood management under uncertainty with two dimensional numerical simulations. Environ Model Softw 26:817–821
Saadatseresht M, Mansourian A, Taleai M (2009) Evacuation planning using multiobjective evolutionary optimization approach. Eur J Oper Res 198:305–314
Smith J (2009) PATTERNS-WPF Apps With The Model-View-ViewModel Design Pattern MSDN magazine: 72
Stefanescu V (2013) Decision support system based on the history of flood and flash flood events in Romania. Nat Hazards 65:2331–2352
Sun C, Zheng S, Wang R (2014) Restricting driving for better traffic and clearer skies: Did it work in Beijing? Transp Policy 32:34–41
Xiaohui X, Nanping X (2006) The discussion of developing system principle and methods based on ArcGIS engine. Urban Geotech Investig Surv 2:015
Zhang F (2015) Study on extract and repair traffic performance index data of Beijing. In: Advanced materials research. Trans Tech Publ, pp 2443–2446
Zhang N, Huang H, Su B, Zhang H (2013) Population evacuation analysis: considering dynamic population vulnerability distribution and disaster information dissemination. Nat Hazards 69:1629–1646
Zheng H, Peeta S (2014) Cost scaling based successive approximation algorithm for the traffic assignment problem. Transp Res Part B Methodol 68:17–30
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This work is supported by the CRSRI Open Research Program (Program SN: CKWV2014220/KY) and the National Natural Science Foundation Project of China (NSFC) (Nos. 51239004 and 51509095).
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Zhang, W., Zhou, J., Liu, Y. et al. Emergency evacuation planning against dike-break flood: a GIS-based DSS for flood detention basin of Jingjiang in central China. Nat Hazards 81, 1283–1301 (2016). https://doi.org/10.1007/s11069-015-2134-7
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DOI: https://doi.org/10.1007/s11069-015-2134-7