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Erschienen in: Water Resources Management 15/2012

01.12.2012

A Simulation-Based Optimization Model for Flood Management on a Watershed Scale

verfasst von: J. Yazdi, S. A. A. Salehi Neyshabouri

Erschienen in: Water Resources Management | Ausgabe 15/2012

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Abstract

Using structural and nonstructural measures for flood damage reduction is a long-standing problem in water resources planning and management. In the present study, an algorithm is presented for the optimal design of structural and nonstructural flood mitigation measures based on simulation-based optimization approach. For this purpose, the MIKE-11 simulation model, a one-dimensional hydrodynamic model, was used to calculate the potential damages of different flood scenarios under the various combinations of structural and nonstructural measures and this model was coupled with the NSGA-II multi-objective optimization model to provide the optimal Pareto solutions between two conflict objectives of minimizing the investment costs of flood mitigation measures and the potential damages of the floodplain. The proposed model was then applied to a small watershed in central part of Iran as a case study and the optimal trade-off solutions were calculated for different flood scenarios. Using these trade-offs, for each level of funding, decision makers can assign the optimal design of flood mitigation measures considering decision criteria.

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Literatur
Zurück zum Zitat Afshar A, Barkhordary A, Marino MA (1994) Optimizing river diversion under hydraulic and hydrologic uncertainties. J Water Resour Plann Manage ASCE 120(1):36–47CrossRef Afshar A, Barkhordary A, Marino MA (1994) Optimizing river diversion under hydraulic and hydrologic uncertainties. J Water Resour Plann Manage ASCE 120(1):36–47CrossRef
Zurück zum Zitat Atiquzzaman M, Liong S-Y, Yu X (2006) Alternative decision making in water distribution network with NSGA-II. J Water Resour Plann Manag 132(2):122–126CrossRef Atiquzzaman M, Liong S-Y, Yu X (2006) Alternative decision making in water distribution network with NSGA-II. J Water Resour Plann Manag 132(2):122–126CrossRef
Zurück zum Zitat Bayat B (2012) “Optimal short term multi-reservoir systems operation model under flooding conditions”, PhD Thesis, Amirkabir University of Technology, Tehran, Iran Bayat B (2012) “Optimal short term multi-reservoir systems operation model under flooding conditions”, PhD Thesis, Amirkabir University of Technology, Tehran, Iran
Zurück zum Zitat Bialas WF, Loucks DP (1978) Nonstructural floodplain planning. Water Resour Res 14(1):67–74CrossRef Bialas WF, Loucks DP (1978) Nonstructural floodplain planning. Water Resour Res 14(1):67–74CrossRef
Zurück zum Zitat Carsell KM, Pingel ND, Ford DT (2004) Quantifying the benefit of a flood warning system. Nat Hazards Rev 5(3):2004CrossRef Carsell KM, Pingel ND, Ford DT (2004) Quantifying the benefit of a flood warning system. Nat Hazards Rev 5(3):2004CrossRef
Zurück zum Zitat Chang LC (2008) Guiding rational reservoir flood operation using penalty-type genetic algorithm. J Hydrol 354:65–74CrossRef Chang LC (2008) Guiding rational reservoir flood operation using penalty-type genetic algorithm. J Hydrol 354:65–74CrossRef
Zurück zum Zitat 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 Manag 13:1–21. doi:10.1023/A:1008097403587 CrossRef 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 Manag 13:1–21. doi:10.​1023/​A:​1008097403587 CrossRef
Zurück zum Zitat 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 Manag 13:23–37. doi:10.1023/A:1008045419517 CrossRef 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 Manag 13:23–37. doi:10.​1023/​A:​1008045419517 CrossRef
Zurück zum Zitat Corry M, Jones J, Thompson D (1980) “The design of encroachments of floodplains using risk analysis”, Hydraulic Engineering Circular, No. 17, Department of Transportation, Federal highway administration, Washington, DC Corry M, Jones J, Thompson D (1980) “The design of encroachments of floodplains using risk analysis”, Hydraulic Engineering Circular, No. 17, Department of Transportation, Federal highway administration, Washington, DC
Zurück zum Zitat Davis D, Faber BA, Stedinger JR (2008) “USACE Experience in Implementing Risk Analysis for Flood Damage Reduction Projects”, Journal of Contemporary Water Research & Education, Issue 140, Pages 3–14, September Davis D, Faber BA, Stedinger JR (2008) “USACE Experience in Implementing Risk Analysis for Flood Damage Reduction Projects”, Journal of Contemporary Water Research & Education, Issue 140, Pages 3–14, September
Zurück zum Zitat Deb K, Agrawal S, Pratap A, Meyarivan T (2000) “A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II”. KANGALRep. No. 200001 Deb K, Agrawal S, Pratap A, Meyarivan T (2000) “A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II”. KANGALRep. No. 200001
Zurück zum Zitat FEMA (1998) “Homeowner’s Guide for retrofitting, Six Ways To Protect Your House From Flooding, June 1998, Federal Emergency Management Agency, Mitigation Directorate, 500 C Street, SW., Washington, DC 20472 FEMA (1998) “Homeowner’s Guide for retrofitting, Six Ways To Protect Your House From Flooding, June 1998, Federal Emergency Management Agency, Mitigation Directorate, 500 C Street, SW., Washington, DC 20472
Zurück zum Zitat Ganoulis J (2003) Risk-based floodplain management: a case study from Greece. Int J River Basin Manag 1(1):41–47, IAHR & INBOCrossRef Ganoulis J (2003) Risk-based floodplain management: a case study from Greece. Int J River Basin Manag 1(1):41–47, IAHR & INBOCrossRef
Zurück zum Zitat Golian S, Saghafian B, Elmi M, Maknoon R (2011) Probabilistic rainfall thresholds for flood forecasting: evaluating different methodologies for modeling rainfall spatial dependence. Hydrol Process 25:2046–2055CrossRef Golian S, Saghafian B, Elmi M, Maknoon R (2011) Probabilistic rainfall thresholds for flood forecasting: evaluating different methodologies for modeling rainfall spatial dependence. Hydrol Process 25:2046–2055CrossRef
Zurück zum Zitat Institute of Water Resources (IWR) (1978) Physical and economic feasibility of nonstructural flood plain management measures. HEC-IWR, USA Institute of Water Resources (IWR) (1978) Physical and economic feasibility of nonstructural flood plain management measures. HEC-IWR, USA
Zurück zum Zitat Karamouz M, Abesi O, Moridi A, Ahmadi A (2008) Development of optimization schemes for floodplain management; a case study. J Water Resour Plann Manag. doi:10.1007/s11269-008-9350-9 Karamouz M, Abesi O, Moridi A, Ahmadi A (2008) Development of optimization schemes for floodplain management; a case study. J Water Resour Plann Manag. doi:10.​1007/​s11269-008-9350-9
Zurück zum Zitat KGS Group (2000) Red river basin-stage-damage curves update and preparation of flood damage maps. Report prepared for International Joint Commission, Winnipeg, Manitoba, Canada KGS Group (2000) Red river basin-stage-damage curves update and preparation of flood damage maps. Report prepared for International Joint Commission, Winnipeg, Manitoba, Canada
Zurück zum Zitat Lund JR (2002) “Floodplain Planning with Risk-Based Optimization”, Journal of Water Resources Planning and Management, MAY/JUNE 2002 Lund JR (2002) “Floodplain Planning with Risk-Based Optimization”, Journal of Water Resources Planning and Management, MAY/JUNE 2002
Zurück zum Zitat Maidment DR (1992) “Handbook of Hydrology”, McGraw-Hill. Inc Maidment DR (1992) “Handbook of Hydrology”, McGraw-Hill. Inc
Zurück zum Zitat Messner F, Meyer V (2005) “Flood damage, Vulnerability and risk perception- challenges for flood damage research”, UFZ Discussion Papers Messner F, Meyer V (2005) “Flood damage, Vulnerability and risk perception- challenges for flood damage research”, UFZ Discussion Papers
Zurück zum Zitat Messner F, Penning-Rowsell E, Green C, Meyer V, Tunstall S, Veen D (2007) “Evaluating flood damages: guidance and recommendations on principles and models”, Sixth Framework Programme for European Research and Technological Development, Integrated Project Flood site, Document Reference T09-06-01 Messner F, Penning-Rowsell E, Green C, Meyer V, Tunstall S, Veen D (2007) “Evaluating flood damages: guidance and recommendations on principles and models”, Sixth Framework Programme for European Research and Technological Development, Integrated Project Flood site, Document Reference T09-06-01
Zurück zum Zitat 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 286–306 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 286–306
Zurück zum Zitat Murty YSR, Murty Bhallamudi S, Srinivasan K (2006) Non-uniform flow effect on optimal waste load allocation in rivers. Water Resour Manag 20(4):509–530CrossRef Murty YSR, Murty Bhallamudi S, Srinivasan K (2006) Non-uniform flow effect on optimal waste load allocation in rivers. Water Resour Manag 20(4):509–530CrossRef
Zurück zum Zitat Ngo LL, Madsen H, Rosbjerg D (2007) Simulation and optimization modeling approach for operation of the Hoa Binh reservoir, Vietnam. J Hydrol 336:269–281CrossRef Ngo LL, Madsen H, Rosbjerg D (2007) Simulation and optimization modeling approach for operation of the Hoa Binh reservoir, Vietnam. J Hydrol 336:269–281CrossRef
Zurück zum Zitat Niksokhan MH, Kerachian R, Amin P (2009) A stochastic conflict resolution model for trading pollutant discharge permits in river systems. Environ Monit Assess 154:219–232CrossRef Niksokhan MH, Kerachian R, Amin P (2009) A stochastic conflict resolution model for trading pollutant discharge permits in river systems. Environ Monit Assess 154:219–232CrossRef
Zurück zum Zitat Penning-Rowsell C, Johnson C, Tunstall S, Tapsell S, Morris J, Chatterton J, Coker A, Green C (2003) “The benefits of flood and costal defense techniques and data for 2003”, Flood Hazard Research Center, Middlesex University Penning-Rowsell C, Johnson C, Tunstall S, Tapsell S, Morris J, Chatterton J, Coker A, Green C (2003) “The benefits of flood and costal defense techniques and data for 2003”, Flood Hazard Research Center, Middlesex University
Zurück zum Zitat Pingel N, Jones C, Ford D (2005) “Estimating Forecast Lead Time”, Natural Hazard Review, ASCE, May 2005 Pingel N, Jones C, Ford D (2005) “Estimating Forecast Lead Time”, Natural Hazard Review, ASCE, May 2005
Zurück zum Zitat Reddy MJ, Kumar DN (2007) Multi-objective differential evolution with application to reservoir system optimization. J Comput Civ Eng ASCE 21(2):136–146CrossRef Reddy MJ, Kumar DN (2007) Multi-objective differential evolution with application to reservoir system optimization. J Comput Civ Eng ASCE 21(2):136–146CrossRef
Zurück zum Zitat Reed PM, Minsker BS (2004) Striking the balance: long-term groundwater monitoring design for conflicting objectives. J Water Resour Plann Manage ASCE 130(2):140–149CrossRef Reed PM, Minsker BS (2004) Striking the balance: long-term groundwater monitoring design for conflicting objectives. J Water Resour Plann Manage ASCE 130(2):140–149CrossRef
Zurück zum Zitat Sadeghi SHR, Jalili KH, Nikkami D (2009) Land use optimization in watershed scale. Land Use Pol 26(2009):186–193CrossRef Sadeghi SHR, Jalili KH, Nikkami D (2009) Land use optimization in watershed scale. Land Use Pol 26(2009):186–193CrossRef
Zurück zum Zitat Tung YK (1987) Effects of uncertainties on optimal risk-based design of hydraulic structures. J Water Resour Plann Manage ASCE 113(5):709–722CrossRef Tung YK (1987) Effects of uncertainties on optimal risk-based design of hydraulic structures. J Water Resour Plann Manage ASCE 113(5):709–722CrossRef
Zurück zum Zitat Tung YK, Mays LW (1981) Optimal risk-based design of flood levee systems. J Water Resour Res 17(4):843–852CrossRef Tung YK, Mays LW (1981) Optimal risk-based design of flood levee systems. J Water Resour Res 17(4):843–852CrossRef
Zurück zum Zitat U.S. Army Corps of Engineers (USACE) (1994) Framework for estimating national economic development benefits and other beneficial effects of flood warning and preparedness systems. Institute for Water Resources, Alexandra, VA U.S. Army Corps of Engineers (USACE) (1994) Framework for estimating national economic development benefits and other beneficial effects of flood warning and preparedness systems. Institute for Water Resources, Alexandra, VA
Zurück zum Zitat WMO (2009) “Integrated Flood Management”, concept paper, World Meteorological Organization, WMO-No. 1047, Switzerland WMO (2009) “Integrated Flood Management”, concept paper, World Meteorological Organization, WMO-No. 1047, Switzerland
Zurück zum Zitat WRI (2011) Technical reports of the project: “Integrated Flood Management, case study: Kan basin”, Water Research Institute, Ministry of Energy, Iran WRI (2011) Technical reports of the project: “Integrated Flood Management, case study: Kan basin”, Water Research Institute, Ministry of Energy, Iran
Zurück zum Zitat Yandamuri SRM, Srinivasan K, Bhallamudi SM (2006) Multi objective optimal waste load allocation models for rivers using non-dominated sorting genetic algorithm-II. J Water Resour Plann Manag ASCE 132(3):133–143CrossRef Yandamuri SRM, Srinivasan K, Bhallamudi SM (2006) Multi objective optimal waste load allocation models for rivers using non-dominated sorting genetic algorithm-II. J Water Resour Plann Manag ASCE 132(3):133–143CrossRef
Metadaten
Titel
A Simulation-Based Optimization Model for Flood Management on a Watershed Scale
verfasst von
J. Yazdi
S. A. A. Salehi Neyshabouri
Publikationsdatum
01.12.2012
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 15/2012
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-012-0167-1

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