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Published in: Water Resources Management 11/2013

01-09-2013

A Framework for an Agent-Based Model to Manage Water Resources Conflicts

Authors: Masih Akhbari, Neil S. Grigg

Published in: Water Resources Management | Issue 11/2013

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Abstract

Competition for use of water is increasing and leads to many conflicts among competing interests with complex goals and water management systems. Technical system models are essential to create performance and other decision information, but models to simulate views of the competing parties are also needed to help resolve or mitigate conflicts. Agent-based models (ABMs) offer promise to fill this role, and in this study a new approach to agent-based modeling is introduced to simulate the behavior and interactions of the parties participating in a conflict scenario, which is modeled as a game. To develop this framework, we considered water issues of California’s Sacramento-San Joaquin Delta region as an example of a long-standing situation, with emphasis on the San Joaquin watershed. However, this approach can be used in other watersheds and more complex systems. The ABM explains the interactions among the parties and how they can be encouraged to cooperate in the game to work toward a solution. The model also enables decision-makers to test management scenarios and understand the consequences of their decisions on different stakeholders and their behaviors.

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Literature
go back to reference Axtell RL (2000) Why agents? On the varied motivations for agent computing in the social sciences. In: Macal CM, Sallach D (eds) Proceedings of the workshop on agent simulation: applications, models, and tools. Argonne Natl. Lab, Argonne, pp 3–24 Axtell RL (2000) Why agents? On the varied motivations for agent computing in the social sciences. In: Macal CM, Sallach D (eds) Proceedings of the workshop on agent simulation: applications, models, and tools. Argonne Natl. Lab, Argonne, pp 3–24
go back to reference Bars ML, Attonaty JM, Pinson S (2002) An agent-based simulation for water sharing between different users. In: International proceedings of the first international joint conference on autonomous agents and multi agent systems, Bologna, Italy Bars ML, Attonaty JM, Pinson S (2002) An agent-based simulation for water sharing between different users. In: International proceedings of the first international joint conference on autonomous agents and multi agent systems, Bologna, Italy
go back to reference Barthel R, Janisch S, Nickel D, Trifkovic A, Hörhan T (2010) Using the multiactor-approach in GLOWA-Danube to simulate decisions for thewater supply sector under conditions of global climate change. Water Resour Manag 24:239–275. doi:10.1007/s11269-009-9445-y CrossRef Barthel R, Janisch S, Nickel D, Trifkovic A, Hörhan T (2010) Using the multiactor-approach in GLOWA-Danube to simulate decisions for thewater supply sector under conditions of global climate change. Water Resour Manag 24:239–275. doi:10.​1007/​s11269-009-9445-y CrossRef
go back to reference Bonabeau E (2002) Agent-based modeling: methods and techniques for simulating human systems. Proc Natl Acad Sci 99(suppl 3):7280–7287CrossRef Bonabeau E (2002) Agent-based modeling: methods and techniques for simulating human systems. Proc Natl Acad Sci 99(suppl 3):7280–7287CrossRef
go back to reference Brooks RA (1986) A robust layered control system for a mobile robot. IEEE J Robot Autom 2:14–23CrossRef Brooks RA (1986) A robust layered control system for a mobile robot. IEEE J Robot Autom 2:14–23CrossRef
go back to reference CALFED (2000) Implementation plan. Final Programmatic EIS/EIR Technical Appendix CALFED (2000) Implementation plan. Final Programmatic EIS/EIR Technical Appendix
go back to reference Edmonds B, Bartheleny O, Moss S (2002) Domestic water demand and social influence: an agent-based modeling approach. CPM Report 02–103 Edmonds B, Bartheleny O, Moss S (2002) Domestic water demand and social influence: an agent-based modeling approach. CPM Report 02–103
go back to reference Edwards M, Ferrand N, Goreaud F, Huet S (2005) The relevance of aggregating a water consumption model cannot be disconnected from the choice of information available on the resource. Simul Model Pract Theory 13(4):287–307, Available at: 10.1016/j.simpat.2004.11.008 [Accessed April 28, 2011]CrossRef Edwards M, Ferrand N, Goreaud F, Huet S (2005) The relevance of aggregating a water consumption model cannot be disconnected from the choice of information available on the resource. Simul Model Pract Theory 13(4):287–307, Available at: 10.​1016/​j.​simpat.​2004.​11.​008 [Accessed April 28, 2011]CrossRef
go back to reference Gilbert N, Troitzsch KG (1999) Simulation for the social scientist. Open University Press, Buckingham Gilbert N, Troitzsch KG (1999) Simulation for the social scientist. Open University Press, Buckingham
go back to reference Hanemann M, Dyckman C (2009) The San Francisco Bay-Delta: a failure of decision-making capacity. Environ Sci Policy 12(6):710–725CrossRef Hanemann M, Dyckman C (2009) The San Francisco Bay-Delta: a failure of decision-making capacity. Environ Sci Policy 12(6):710–725CrossRef
go back to reference Hare MP (2000) Agent-base integrated assessment of policies for reducing groundwater pollution by nitrates from agricultural fertilizer, part I: pilot study model description and initial results. Working Report, Swiss Federal Institute of Environmental Science and Technology Hare MP (2000) Agent-base integrated assessment of policies for reducing groundwater pollution by nitrates from agricultural fertilizer, part I: pilot study model description and initial results. Working Report, Swiss Federal Institute of Environmental Science and Technology
go back to reference Howitt RE, Kaplan J, Larson D, MacEwan D, Medellín-Azuara J, Horner G, Lee NS (2009) The economic impacts of Central Valley salinity. University of California Davis, Final Report to the State Water Resources Control Board Contract 05-417-150-0 Howitt RE, Kaplan J, Larson D, MacEwan D, Medellín-Azuara J, Horner G, Lee NS (2009) The economic impacts of Central Valley salinity. University of California Davis, Final Report to the State Water Resources Control Board Contract 05-417-150-0
go back to reference Izquierdo LR, Gotts NM, Polhill JG (2003) FEARLUS - W: an agent-based model of river basin land use and water management. In: Dijst M, Schot P, de Jong K (eds) Framing land use dynamics. Reviewed abstracts International Conference, Faculty of Geographical Sciences, Utrecht University, Utrecht, The Netherlands, 16–18 April 2003. pp 163–165 Izquierdo LR, Gotts NM, Polhill JG (2003) FEARLUS - W: an agent-based model of river basin land use and water management. In: Dijst M, Schot P, de Jong K (eds) Framing land use dynamics. Reviewed abstracts International Conference, Faculty of Geographical Sciences, Utrecht University, Utrecht, The Netherlands, 16–18 April 2003. pp 163–165
go back to reference Kennedy WG, Hailegiorgis AB, Rouleau M, Bassett JK, Coletti M, Balan GC, Gulden T (2010) An agent-based model of conflict in East Africa and the effect of watering holes, Proceedings of the 19th Conference on Behavior Representation in Modeling and Simulation, Charleston, SC, 21–24 March 2010 Kennedy WG, Hailegiorgis AB, Rouleau M, Bassett JK, Coletti M, Balan GC, Gulden T (2010) An agent-based model of conflict in East Africa and the effect of watering holes, Proceedings of the 19th Conference on Behavior Representation in Modeling and Simulation, Charleston, SC, 21–24 March 2010
go back to reference Kock BE (2008) Agent-based models of socio-hydrological systems for exploring the institutional dynamics of water resources conflict. MS Thesis, Massachusetts Institute of Technology Kock BE (2008) Agent-based models of socio-hydrological systems for exploring the institutional dynamics of water resources conflict. MS Thesis, Massachusetts Institute of Technology
go back to reference Little Hoover Commission (2009) Clearer structure, cleaner water: improving the performance and outcomes at the state water boards. State of California, Sacramento, CA Little Hoover Commission (2009) Clearer structure, cleaner water: improving the performance and outcomes at the state water boards. State of California, Sacramento, CA
go back to reference Lund JR, Palmer RN (1997) Water resource system modeling for conflict resolution. Water Resources Update, Issue No. 108, Summer, pp. 70–82 Lund JR, Palmer RN (1997) Water resource system modeling for conflict resolution. Water Resources Update, Issue No. 108, Summer, pp. 70–82
go back to reference Lund JR, Hanak E, Fleenor W, Bennett W, Howitt R, Mount J, Moyle P (2010) Comparing futures for the Sacramento-San Joaquin Delta. University of California Press, BerkeleyCrossRef Lund JR, Hanak E, Fleenor W, Bennett W, Howitt R, Mount J, Moyle P (2010) Comparing futures for the Sacramento-San Joaquin Delta. University of California Press, BerkeleyCrossRef
go back to reference Macal CM, North MJ (2006a) Tutorial on agent-based modeling and simulation part 2: how to model with agents. Proc. of 2006 Winter Simulation Conference, pp.73–83 Macal CM, North MJ (2006a) Tutorial on agent-based modeling and simulation part 2: how to model with agents. Proc. of 2006 Winter Simulation Conference, pp.73–83
go back to reference Macal CM, North MJ (2006b) Introduction to modeling and simulation (37 presentation slides). MCS LANS Informal Seminar, Argonne National Library, Available at: www.cas.anl.gov, Accessed March 29 2010 Macal CM, North MJ (2006b) Introduction to modeling and simulation (37 presentation slides). MCS LANS Informal Seminar, Argonne National Library, Available at: www.​cas.​anl.​gov, Accessed March 29 2010
go back to reference Macaulay S (2001) Resolution of water resources issues in the State of California. United States of America: The CALFED Bay-Delta Program, presented at III Encuentro de las Aguas, October 24–26, 2001, Santiago, Chile Macaulay S (2001) Resolution of water resources issues in the State of California. United States of America: The CALFED Bay-Delta Program, presented at III Encuentro de las Aguas, October 24–26, 2001, Santiago, Chile
go back to reference Macy MW, Willer R (2002) From factors to actors: computational sociology and agent-based modeling. Annu Rev Sociol 28:143–166CrossRef Macy MW, Willer R (2002) From factors to actors: computational sociology and agent-based modeling. Annu Rev Sociol 28:143–166CrossRef
go back to reference Madani K, Lund JR (2012) California’s Sacramento-San Joaquin Delta conflict: from cooperation to chicken. Water Resour Plan Manag 138(2):90–99CrossRef Madani K, Lund JR (2012) California’s Sacramento-San Joaquin Delta conflict: from cooperation to chicken. Water Resour Plan Manag 138(2):90–99CrossRef
go back to reference Ng T, Eheart J, Cai X, Braden JB (2010) A watershed-scale agent-based model incorporating agent learning and interaction of farmers’ decisions subject to carbon and Miscanthus prices. American Geophysical Union, Fall Meeting 2010, abstract #H43C-1252 Ng T, Eheart J, Cai X, Braden JB (2010) A watershed-scale agent-based model incorporating agent learning and interaction of farmers’ decisions subject to carbon and Miscanthus prices. American Geophysical Union, Fall Meeting 2010, abstract #H43C-1252
go back to reference Nikolic VV, Simonovic SP, Milicevic DB (2013) Analytical support for integrated water resources management: a new method for addressing spatial and temporal variability. Water Resour Manag 27:401–417. doi:10.1007/s11269-012-0193-z CrossRef Nikolic VV, Simonovic SP, Milicevic DB (2013) Analytical support for integrated water resources management: a new method for addressing spatial and temporal variability. Water Resour Manag 27:401–417. doi:10.​1007/​s11269-012-0193-z CrossRef
go back to reference Parker DC, Manson SM, Janssen MA, Hoffmann MJ, Deadman P (2003) Multi-agent systems for the simulation of land-use and land-cover change: a review. Ann Assoc Am Geogr 93(2):314–337CrossRef Parker DC, Manson SM, Janssen MA, Hoffmann MJ, Deadman P (2003) Multi-agent systems for the simulation of land-use and land-cover change: a review. Ann Assoc Am Geogr 93(2):314–337CrossRef
go back to reference Peterson DH, Cayan DR, Dettinger MD, Noble M, Riddle LG, Schemel LE, Smith RE, Uncles RJ, Walters R (1996) San Francisco Bay salinity: Observations. Numerical simulation, and statistical models. In: Hollibaugh JT (ed) San Francisco Bay–the ecosystem: San Francisco. American Association for the Advancement of Science, Pacific Division, pp 9–34 Peterson DH, Cayan DR, Dettinger MD, Noble M, Riddle LG, Schemel LE, Smith RE, Uncles RJ, Walters R (1996) San Francisco Bay salinity: Observations. Numerical simulation, and statistical models. In: Hollibaugh JT (ed) San Francisco Bay–the ecosystem: San Francisco. American Association for the Advancement of Science, Pacific Division, pp 9–34
go back to reference Polhill JG, Gotts NM, Law ANR (2001) Imitative versus non-imitative strategies in a land use simulation. Cybern Syst 32:285–307CrossRef Polhill JG, Gotts NM, Law ANR (2001) Imitative versus non-imitative strategies in a land use simulation. Cybern Syst 32:285–307CrossRef
go back to reference Schelling TC (1978) Micromotives and macrobehavior. Norton, New York Schelling TC (1978) Micromotives and macrobehavior. Norton, New York
go back to reference Sheikh PA, Cody BA (2005) CALFED Bay-Delta Program: overview of institutional and water use issues. Congressional Research Service, Library of Congress, Washington, D.C., p 16 Sheikh PA, Cody BA (2005) CALFED Bay-Delta Program: overview of institutional and water use issues. Congressional Research Service, Library of Congress, Washington, D.C., p 16
go back to reference Soman S, Misgna G, Kraft S, Lant C, Beaulieu J (2008) An agent-based model of multifunctional agricultural landscape using genetic algorithms. 2008 Annual Meeting, July 27–29, 2008, Orlando, Florida 6142, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association) Soman S, Misgna G, Kraft S, Lant C, Beaulieu J (2008) An agent-based model of multifunctional agricultural landscape using genetic algorithms. 2008 Annual Meeting, July 27–29, 2008, Orlando, Florida 6142, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association)
go back to reference Tillman D, Larsen TA, Pahl WC, Gujer W (2001) Interaction analysis of stakeholders in water supply systems. Water Sci Technol 43(5):319–326 Tillman D, Larsen TA, Pahl WC, Gujer W (2001) Interaction analysis of stakeholders in water supply systems. Water Sci Technol 43(5):319–326
go back to reference Wooldridge MJ, Jennings NR (1995) Intelligent agents: theory and practice. Knowl Eng Rev 10(2):115–152CrossRef Wooldridge MJ, Jennings NR (1995) Intelligent agents: theory and practice. Knowl Eng Rev 10(2):115–152CrossRef
go back to reference Young HP (1999) Diffusion in social networks. Work. Pap. 2, Brookings Inst., Washington DC Young HP (1999) Diffusion in social networks. Work. Pap. 2, Brookings Inst., Washington DC
go back to reference Zechman E (2007) Agent-based modeling to simulate contamination events and to analyze threat management strategies in water distribution systems. In: Proceeding of the world environmental and water resources congress, Tampa, FL, May 2007 Zechman E (2007) Agent-based modeling to simulate contamination events and to analyze threat management strategies in water distribution systems. In: Proceeding of the world environmental and water resources congress, Tampa, FL, May 2007
Metadata
Title
A Framework for an Agent-Based Model to Manage Water Resources Conflicts
Authors
Masih Akhbari
Neil S. Grigg
Publication date
01-09-2013
Publisher
Springer Netherlands
Published in
Water Resources Management / Issue 11/2013
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-013-0394-0

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