Development of Optimization Schemes for Floodplain Management; A Case Study

  • Mohammad Karamouz
  • Ozeair Abesi
  • Ali Moridi
  • Azadeh Ahmadi
Article

Abstract

In this paper, two optimization models are presented. The first model is developed to determine economical combination of permanent and emergency flood control options and the second one is used to determine the optimal crop pattern along a river based on the assigned flood control options by the first optimization model. The optimal combination of flood protection options is determined to minimize flood damages and construction cost of flood control options along the river using the genetic algorithm (GA) optimization model. In order to consider the effects of flood control options on hydraulic characteristics of flow, two hydrological routing models for the reservoir and the river are coupled with the optimization model. Discharge–elevation and elevation–damage curves obtained based on separate hydraulic simulations of the river are used for flood damage calculations in the optimization model. The parameters of a hydrologic river routing model are also calibrated using the developed hydraulic model results. The proposed model is applied to the Kajoo river in the south-eastern part of Iran. The results demonstrate an economical integration of permanent and emergency flood control options along the river which include minimum expected value of damages related to floods with different return periods and construction cost of flood control options. Finally the resulting protection scheme is used for land use planning through identifying the optimal crop mix along the river. In this approach, the objective function of the optimization model is an economic function with a probabilistic framework to maximize the net benefit of agricultural activities. The study exhibits the importance of floodplain management and land use planning to achieve the development goals in the river basins.

Keywords

River basin Optimization model Floodplain management Flood routing Flood control Genetic Algorithm 

References

  1. Arnell N (1989) Expected annual damages and uncertainties in flood frequency estimation. J Water Resour Plan Manage 115(1):94–107CrossRefGoogle Scholar
  2. Beard LR (1997) Estimating flood frequency and average annual damage. J Water Resour Plan Manage 123(2):84–88. doi:10.1061/(ASCE)0733-9496(1997)123:2(84) CrossRefGoogle Scholar
  3. Bialas WF, Loucks DP (1978) Nonstructural floodplain planning. J Water Resour Res 14(1):67–74. doi:10.1029/WR014i001p00067 CrossRefGoogle Scholar
  4. Carsell KM, Pingel ND, Ford DT (2004) Quantifying the benefit of a flood warning system. Nat Hazards Rev 5(3):1, 131–140. doi:10.1061/(ASCE)1527-6988(2004)5:3(131) CrossRefGoogle Scholar
  5. Correia FN, Fordham M, Saraiva MG, Ramos I (1998) Flood hazard assessment and management: interace with the public. J Water Resour Manage 12:209–227. doi:10.1023/A:1008092302962 CrossRefGoogle Scholar
  6. Correia FN, Sarvaiva MG, Silva FN, Ramos I (1999a) Floodplain management in urban developing areas, Part I. Urban growth scenarios and land-use controls. J Water Resour Manage 13:1–21. doi:10.1023/A:1008097403587 CrossRefGoogle Scholar
  7. Correia FN, Sarvaiva MG, Silva FN, Ramos I (1999b) Flood plain management in urban developing areas, Part II. GIS-Based flood analysis and urban growth modeling. J Water Resour Manage 13:23–37. doi:10.1023/A:1008045419517 CrossRefGoogle Scholar
  8. Day JC (1970) A recursive programming model for non-structural flood damage control. J Water Resour Res 4(5):1262–1271. doi:10.1029/WR006i005p01262 CrossRefGoogle Scholar
  9. Ford DT, Oto A (1989) Floodplain management plan enumeration. J Water Resour Plan Manage 115(4):472–485CrossRefGoogle Scholar
  10. Gen MR, Cheng L (2000) Genetic algorithm and engineering optimization. Wiley, EuropeGoogle Scholar
  11. Goldman D (1997) Estimating expected annual damage for levee retrofits. J Water Resour Plan Manage 123(2):89–94. doi:10.1061/(ASCE)0733-9496(1997)123:2(89) CrossRefGoogle Scholar
  12. Imani M (2006) Flood management risk-based optimization. M.Sc Thesis, Amirkabir University, Tehran, IranGoogle Scholar
  13. James LD (1967) Economic analysis of alternative flood control measures. J Water Resour Res 3(2):33–343Google Scholar
  14. Lind RC (1967) Flood control alternative and the economic of flood protection. J Water Resour Res 3(2):345–357. doi:10.1029/WR003i002p00345 CrossRefGoogle Scholar
  15. Lund JR (2002) Flood plain planning with risk-based optimization. J Water Resour Res 128(3):202–207Google Scholar
  16. Michalewicz Z (1992a) Genetic algorithms data structures evolutionary programs. Springer, New YorkGoogle Scholar
  17. Michalewicz Z (1992b) Genetic algorithms + data structures = evolutionary programs. Springer, New YorkGoogle Scholar
  18. Morin TL, Merier WL, Nagaraj KS (1989) Dynamic programming for flood dynamic programming for optimal water systems analysis. In: Esogbue AO (ed) Prentice-Hall, Englewood Cliffs, NJ, pp 286–306Google Scholar
  19. Nijland HJ (2005) Sustainable development of floodplains project. J. Environ Sci Policy 8:245–252. doi:10.1016/j.envsci.2005.03.002 CrossRefGoogle Scholar
  20. Olsen JR, Beling PA, Lambert JH (2000) Dynamic models for floodplain management. J Water Resour Plan Manage 126(3):167–175. doi:10.1061/(ASCE)0733-9496(2000)126:3(167) CrossRefGoogle Scholar
  21. Pingel N, Ford D (2004) Interior floodplain flood-damage reduction study. J Water Resour Plan Manage 130(2):123–130. doi:10.1061/(ASCE)0733-9496(2004)130:2(123) CrossRefGoogle Scholar
  22. Roughani M, Ghafouri M, Tabatabaei M (2007) An innovative methodology for the prioritization of sub-catchments for flood control. Int J Appl Earth Obs Geoinf 9(1):79–87. doi:10.1016/j.jag.2006.06.001 CrossRefGoogle Scholar
  23. Shafiei M, Bozorg Haddad O (2005) Optimization of Levee’s setback by genetic algorithm. J Civil Engineering, Iran University of Science and Technology, Tehran, IranGoogle Scholar
  24. Stedinger JR (1997) Expected probability and annual damage estimator. J Water Resour Plan Manage 123(2):125–135. doi:10.1061/(ASCE)0733-9496(1997)123:2(125) CrossRefGoogle Scholar
  25. Wood DW, Gooch TC, Pronovost PM, Noonan DC (1985) Development of a flood management plan. J Water Resour Plan Manage 111(1):417–433Google Scholar

Copyright information

© Springer Science+Business Media B.V. 2008

Authors and Affiliations

  • Mohammad Karamouz
    • 1
  • Ozeair Abesi
    • 2
  • Ali Moridi
    • 3
  • Azadeh Ahmadi
    • 1
  1. 1.School of Civil EngineeringUniversity of TehranTehranIran
  2. 2.School of Civil EngineeringScience and Technology UniversityTehranIran
  3. 3.School of Civil EngineeringAmirkabir University (Tehran Polytechnic)TehranIran

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