An agent based model to simulate structural and land use changes in agricultural systems of the argentine pampas
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DOI: 10.1016/j.ecolmodel.2011.08.007
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References listed on IDEAS
- G. Fagiolo & C. Birchenhall & P. Windrum, 2007. "Empirical Validation in Agent-based Models: Introduction to the Special Issue," Computational Economics, Springer;Society for Computational Economics, vol. 30(3), pages 189-194, October.
- David Schmeidler & Itzhak Gilboa, 1994.
"Reaction to Price Changes and Aspiration Level Adjustments,"
Working Papers
023, Ohio State University, Department of Economics.
- Itzhak Gilboa & David Schmeidler, 2001. "Reaction to Price Changes and Aspiration Level Adjustments," Post-Print hal-00752292, HAL.
- Itzhak Gilboa & David Schmeidler, 1994. "Reaction to Price Changes and Aspiration Level Adjustments," Discussion Papers 1110, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
- Theresa K. Lant, 1992. "Aspiration Level Adaptation: An Empirical Exploration," Management Science, INFORMS, vol. 38(5), pages 623-644, May.
- Itzhak Gilboa & David Schmeidler, 2001. "original papers : Reaction to price changes and aspiration level adjustments," Review of Economic Design, Springer;Society for Economic Design, vol. 6(2), pages 215-223.
- repec:zbw:iamodp:91737 is not listed on IDEAS
- Happe, Kathrin, 2005. "Agent-Based Modelling and Sensitivity Analysis by Experimental Design and Metamodelling: An Application to Modelling Regional Structural Change," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24464, European Association of Agricultural Economists.
- Brian Heath & Raymond Hill & Frank Ciarallo, 2009. "A Survey of Agent-Based Modeling Practices (January 1998 to July 2008)," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 12(4), pages 1-9.
- Dragan Miljkovic, 2005. "Measuring and causes of inequality in farm sizes in the United States," Agricultural Economics, International Association of Agricultural Economists, vol. 33(1), pages 21-27, July.
- Buchenrieder, Gertrud & Mollers, Judith & Happe, Kathrin & Davidova, Sophia & Fredriksson, Lena & Bailey, Alastair & Kancs, d'Artis & Swinnen, Johan F.M. & Vranken, Liesbet & Hubbard, Carmen & Ward, N, 2007.
"Conceptual Framework For Analysing Structural Change In Agriculture And Rural Livelihoods,"
IAMO Discussion Papers
91737, Institute of Agricultural Development in Transition Economies (IAMO).
- Buchenrieder, Gertrud, 2007. "Conceptual framework for analysing structural change in agriculture and rural livelihoods," IAMO Discussion Papers 113, Leibniz Institute of Agricultural Development in Transition Economies (IAMO).
- Arne Hallam, 1991. "Economies of Size and Scale in Agriculture: An Interpretive Review of Empirical Measurement," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 13(1), pages 155-172.
- Levinthal, Daniel & March, James G., 1981. "A model of adaptive organizational search," Journal of Economic Behavior & Organization, Elsevier, vol. 2(4), pages 307-333, December.
- Cynthia Nikolai & Gregory Madey, 2009. "Tools of the Trade: A Survey of Various Agent Based Modeling Platforms," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 12(2), pages 1-2.
- Lamers, Patrick & McCormick, Kes & Hilbert, Jorge Antonio, 2008. "The emerging liquid biofuel market in Argentina: Implications for domestic demand and international trade," Energy Policy, Elsevier, vol. 36(4), pages 1479-1490, April.
- Lant, Theresa & Shapira, Zur, 2008. "Managerial reasoning about aspirations and expectations," Journal of Economic Behavior & Organization, Elsevier, vol. 66(1), pages 60-73, April.
- Grimm, Volker & Berger, Uta & DeAngelis, Donald L. & Polhill, J. Gary & Giske, Jarl & Railsback, Steven F., 2010. "The ODD protocol: A review and first update," Ecological Modelling, Elsevier, vol. 221(23), pages 2760-2768.
- Tyler Freeman & James Nolan & Richard Schoney, 2009. "An Agent‐Based Simulation Model of Structural Change in Canadian Prairie Agriculture, 1960–2000," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 57(4), pages 537-554, December.
- Beck, Howard & Morgan, Kelly & Jung, Yunchul & Grunwald, Sabine & Kwon, Ho-young & Wu, Jin, 2010. "Ontology-based simulation in agricultural systems modeling," Agricultural Systems, Elsevier, vol. 103(7), pages 463-477, September.
- Happe, Kathrin & Balmann, Alfons & Kellermann, Konrad & Sahrbacher, Christoph, 2008. "Does structure matter? The impact of switching the agricultural policy regime on farm structures," Journal of Economic Behavior & Organization, Elsevier, vol. 67(2), pages 431-444, August.
- Karandikar, Rajeeva & Mookherjee, Dilip & Ray, Debraj & Vega-Redondo, Fernando, 1998.
"Evolving Aspirations and Cooperation,"
Journal of Economic Theory, Elsevier, vol. 80(2), pages 292-331, June.
- Debraj Ray & Dilip Mookherjee & Fernando Vega Redondo & Rajeeva L. Karandikar, 1996. "Evolving aspirations and cooperation," Working Papers. Serie AD 1996-06, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Happe, Kathrin & Balmann, Alfons & Kellermann, Konrad, 2004.
"The agricultural policy simulator (AgriPoliS): an agent-based model to study structural change in agriculture (Version 1.0),"
IAMO Discussion Papers
71, Leibniz Institute of Agricultural Development in Transition Economies (IAMO).
- Happe, Kathrin & Balmann, Alfons & Kellermann, Konrad, 2004. "The Agricultural Policy Simulator (Agripolis) An Agent-Based Model To Study Structural Change In Agriculture (Version 1.0)," IAMO Discussion Papers 14886, Institute of Agricultural Development in Transition Economies (IAMO).
- Petra Ahrweiler & Nigel Gilbert, 2005. "Caffè Nero: The Evaluation of Social Simulation," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 8(4), pages 1-14.
- J. Gareth Polhill & Lee-Ann Sutherland & Nicholas M. Gotts, 2010. "Using Qualitative Evidence to Enhance an Agent-Based Modelling System for Studying Land Use Change," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 13(2), pages 1-10.
- Christopher A. Wolf & Daniel A. Sumner, 2001. "Are Farm Size Distributions Bimodal? Evidence from Kernel Density Estimates of Dairy Farm Size Distributions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(1), pages 77-88.
- Günter Küppers & Johannes Lenhard, 2005. "Validation of Simulation: Patterns in the Social and Natural Sciences," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 8(4), pages 1-3.
- Berger, Thomas, 2001. "Agent-based spatial models applied to agriculture: a simulation tool for technology diffusion, resource use changes and policy analysis," Agricultural Economics, Blackwell, vol. 25(2-3), pages 245-260, September.
- David Manuel-Navarrete & Gilberto Gallopín & Mariela Blanco & Martín Díaz-Zorita & Diego Ferraro & Hilda Herzer & Pedro Laterra & María Murmis & Guillermo Podestá & Jorge Rabinovich & Emilio Satorre &, 2009. "Multi-causal and integrated assessment of sustainability: the case of agriculturization in the Argentine Pampas," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 11(3), pages 621-638, June.
- J. Gareth Polhill & Dawn C. Parker & Daniel Brown & Volker Grimm, 2008. "Using the ODD Protocol for Describing Three Agent-Based Social Simulation Models of Land-Use Change," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 11(2), pages 1-3.
- Berger, Thomas & Schreinemachers, Pepijn & Woelcke, Johannes, 2006. "Multi-agent simulation for the targeting of development policies in less-favored areas," Agricultural Systems, Elsevier, vol. 88(1), pages 28-43, April.
- Herriott, Scott R & Levinthal, Daniel & March, James G, 1985. "Learning from Experience in Organizations," American Economic Review, American Economic Association, vol. 75(2), pages 298-302, May.
- Kathrin Happe & Hauke Schnicke & Christoph Sahrbacher & Konrad Kellermann, 2009. "Will They Stay or Will They Go? Simulating the Dynamics of Single‐Holder Farms in a Dualistic Farm Structure in Slovakia," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 57(4), pages 497-511, December.
- Meredith J. Soule & Abebayehu Tegene & Keith D. Wiebe, 2000. "Land Tenure and the Adoption of Conservation Practices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(4), pages 993-1005.
- James Nolan & Dawn Parker & G. Cornelis Van Kooten & Thomas Berger, 2009. "An Overview of Computational Modeling in Agricultural and Resource Economics," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 57(4), pages 417-429, December.
- Enrico Diecidue & Jeroen van de Ven, 2008. "Aspiration Level, Probability Of Success And Failure, And Expected Utility," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(2), pages 683-700, May.
- Deybe, Daniel & Flichman, Guillermo, 1991. "A regional agricultural model using a plant growth simulation program as activities generator-- an application to a region in Argentina," Agricultural Systems, Elsevier, vol. 37(4), pages 369-385.
- Stephen J. Mezias & Ya-Ru Chen & Patrice R. Murphy, 2002. "Aspiration-Level Adaptation in an American Financial Services Organization: A Field Study," Management Science, INFORMS, vol. 48(10), pages 1285-1300, October.
- Matin Qaim & Greg Traxler, 2005. "Roundup Ready soybeans in Argentina: farm level and aggregate welfare effects," Agricultural Economics, International Association of Agricultural Economists, vol. 32(1), pages 73-86, January.
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- Bert, Federico E. & Rovere, Santiago L. & Macal, Charles M. & North, Michael J. & Podestá, Guillermo P., 2014. "Lessons from a comprehensive validation of an agent based-model: The experience of the Pampas Model of Argentinean agricultural systems," Ecological Modelling, Elsevier, vol. 273(C), pages 284-298.
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Keywords
Agent-based; Agricultural production; Land rental; Land allocation; Aspiration level;All these keywords.
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