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The relative influences of land-owner and landscape heterogeneity in an agent-based model of land-use

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  • Kelley, Hugh
  • Evans, Tom

Abstract

The purpose of this work is to explore the extent to which landowners' land-use decisions are influenced by heterogeneous land-use preferences, spatial externalities, and unique suitability features? We develop and calibrate a heterogeneous-agent portfolio-theory model to the historical Southern Indiana land-use history. Calibration exercises demonstrate that our spatially-explicit approach provides an accurate description of landowners in our study area, with the most descriptive model explaining 70% of land-use variation across time and space. Comparative statics simulations indicate that landowners' heterogeneous calibrated preference parameters marginally influence the landscape more than suitability and externality parameters. Policy simulations demonstrate that weaker multi-policy management strategies simultaneously targeting heterogeneities and spatial interactions can provide 1-6% more forest that is 1-3% less fragmented compared to alternative strong single-policy approaches.

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  • Kelley, Hugh & Evans, Tom, 2011. "The relative influences of land-owner and landscape heterogeneity in an agent-based model of land-use," Ecological Economics, Elsevier, vol. 70(6), pages 1075-1087, April.
  • Handle: RePEc:eee:ecolec:v:70:y:2011:i:6:p:1075-1087
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    as
    1. repec:bla:jindec:v:50:y:2002:i:4:p:431-56 is not listed on IDEAS
    2. Berliant, Marcus & Fujita, Masahisa, 1992. "Alonso's Discrete Population Model of Land Use: Efficient Allocations and Competitive Equilibria," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 33(3), pages 535-566, August.
    3. Ahn, Choong Yong & Singh, Inderjit & Squire, Lyn, 1981. "A Model of an Agricultural Household in a Multi-Crop Economy: The Case of Korea," The Review of Economics and Statistics, MIT Press, vol. 63(4), pages 520-525, November.
    4. Elena G. Irwin, 2002. "The Effects of Open Space on Residential Property Values," Land Economics, University of Wisconsin Press, vol. 78(4), pages 465-480.
    5. Michel Etienne & Christophe Le Page & Mathilde Cohen, 2003. "A Step-By-Step Approach to Building Land Management Scenarios Based on Multiple Viewpoints on Multi-Agent System Simulations," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 6(2), pages 1-2.
    6. Katherine Inman & Donald M. McLeod & Dale J. Menkhaus, 2002. "Rural Land Use and Sale Preferences in a Wyoming County," Land Economics, University of Wisconsin Press, vol. 78(1), pages 72-87.
    7. Gerald C. Nelson & Daniel Hellerstein, 1997. "Do Roads Cause Deforestation? Using Satellite Images in Econometric Analysis of Land Use," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 80-88.
    8. Benjamin, Dwayne, 1992. "Household Composition, Labor Markets, and Labor Demand: Testing for Separation in Agricultural Household Models," Econometrica, Econometric Society, vol. 60(2), pages 287-322, March.
    9. Luc Anselin, 2001. "Spatial Effects in Econometric Practice in Environmental and Resource Economics," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 705-710.
    10. Elena G. Irwin & Nancy E. Bockstael, 2001. "The Problem of Identifying Land Use Spillovers: Measuring the Effects of Open Space on Residential Property Values," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 698-704.
    11. Balmann, Alfons, 1997. "Farm-Based Modelling of Regional Structural Change: A Cellular Automata Approach," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 24(1), pages 85-108.
    12. Steven C. Blank, 2001. "Producers get Squeezed up the Farming Food Chain: A Theory of Crop Portfolio Composition and Land Use," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 23(2), pages 404-422.
    13. Elizabeth Marshall, 2004. "Open-Space Amenities, Interacting Agents, and Equilibrium Landscape Structure," Land Economics, University of Wisconsin Press, vol. 80(2), pages 272-293.
    14. Edward B. Barbier, 2001. "The Economics of Tropical Deforestation and Land Use: An Introduction to the Special Issue," Land Economics, University of Wisconsin Press, vol. 77(2), pages 155-171.
    15. Granger, C. W. J. & Newbold, Paul, 1986. "Forecasting Economic Time Series," Elsevier Monographs, Elsevier, edition 2, number 9780122951831 edited by Shell, Karl.
    16. David Finnoff & John Tschirhart, 2003. "Protecting an Endangered Species While Harvesting Its Prey in a General Equilibrium Ecosystem Model," Land Economics, University of Wisconsin Press, vol. 79(2), pages 160-180.
    17. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    18. Steven C. Deller & Tsung-Hsiu (Sue) Tsai & David W. Marcouiller & Donald B.K. English, 2001. "The Role of Amenities and Quality of Life In Rural Economic Growth," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 352-365.
    19. Parks Peter J., 1995. "Explaining Irrational Land Use: Risk Aversion and Marginal Agricultural Land," Journal of Environmental Economics and Management, Elsevier, vol. 28(1), pages 34-47, January.
    20. Fiona M. Scott Morton & Joel M. Podolny, 2002. "Love or Money? The Effects of Owner Motivation in the California Wine Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 431-456, December.
    21. Elizabeth J. Z. Robinson & Jeffrey C. Williams & Heidi J. Albers, 2002. "The Influence of Markets and Policy on Spatial Patterns of Non-Timber Forest Product Extraction," Land Economics, University of Wisconsin Press, vol. 78(2), pages 260-271.
    22. Andrew J. Plantinga, 1996. "The Effect of Agricultural Policies on Land Use and Environmental Quality," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(4), pages 1082-1091.
    23. JunJie Wu & Richard M. Adams & Andrew J. Plantinga, 2004. "Amenities in an Urban Equilibrium Model: Residential Development in Portland, Oregon," Land Economics, University of Wisconsin Press, vol. 80(1), pages 19-32.
    24. Robert N. Stavins, 1999. "The Costs of Carbon Sequestration: A Revealed-Preference Approach," American Economic Review, American Economic Association, vol. 89(4), pages 994-1009, September.
    25. Tönu Puu, 1997. "Mathematical Location and Land Use Theory," Advances in Spatial Science, Springer, number 978-3-662-03439-2.
    26. Stavins, Robert N & Jaffe, Adam B, 1990. "Unintended Impacts of Public Investments on Private Decisions: The Depletion of Forested Wetlands," American Economic Review, American Economic Association, vol. 80(3), pages 337-352, June.
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