Multi-Agent Systems for the Simulation of Land-Use and Land-Cover Change: A Review

Agarwal C. Green G. M. Grove J. M. Evans T. P. Schweik C. M. 2002. A review and assessment of land-use change models: Dynamics of space, time, and human choice. UFS Technical Report NE-297. Burlington, VT: U.S. Department of Agriculture Forest Service, Northeastern Forest Research Station. Also available at http://www.fs.fed.us/ne/newtown_ square/publications/technical_reports/pdfs/2002/gtrne297.pdf (last accessed 1 May 2003).

10.1023/A:1019140101212

10.1007/978-94-011-1200-0

10.1016/S0304-3800(00)00287-8

10.1080/01944366808977813

10.2307/2234532

10.1007/978-94-015-7799-1

Antona M., 2002, Third workshop on agent-based simulation, 85

10.1016/0165-1889(94)90067-1

Arifovic J., 2001, Journal of Economic Dynamics and Control, 25, 395, 10.1016/S0165-1889(00)00031-2

Arthur W. B., 1988, The economy as an evolving complex system, 9

Arthur W. B., 1991, American Economic Review, Papers and Proceedings, 81, 353

10.1007/BF01199986

Arthur W. B., 1994, American Economic Review, Papers and Proceedings, 84, 406

Arthur W. B., 1994, Increasing returns and path dependence in the economy, 135, 10.3998/mpub.10029

Arthur W. B., 1997, The economy as an evolving complex system II

Auyang S. Y., 1998, Foundations of complex systems theories: In economics, evolutionary biology, and statistical physics, 10.1017/CBO9780511626135

10.1126/science.7466396

Axelrod R. M., 1986, American Political Science Review, 80, 1096, 10.1017/S0003055400185016

10.1007/978-3-662-03366-1_2

Axelrod R. M., 1997, The complexity of cooperation. Agent-based models of competition and collaboration, 10.1515/9781400822300

Axtell R. L., 1994, The Bulletin of the Santa Fe Institute, 28

Baas N. A., 1997, On emergence and explanation, 10.3406/intel.1997.1558

10.1007/BF00137155

10.1061/(ASCE)0733-9488(1999)125:2(86)

Balmann A., 1997, European Review of Agricultural Economics, 25, 85, 10.1093/erae/24.1.85

Balmann A., 2002, Complexity and ecosystem management: The theory and practice of multi-agent approaches, 127, 10.4337/9781781957240.00017

10.1016/S0304-3800(97)00202-0

Barreteau O., 2001, Journal of Artificial Societies and Social Simulation, 4

Batty M., 2001, Environment and Planning B, 28, 321, 10.1068/b2803ed

Batty M., 2001, Cybergeo, 21

10.1080/02693799408902001

10.1016/S0198-9715(99)00015-0

Beckenbach F., 1999, Computational techniques for modelling learning in economics, 73, 10.1007/978-1-4615-5029-7_3

10.1016/S0198-9715(98)00017-9

Bennett R. J., 1978, Environmental systems: Philosophy, analysis, and control

Berger T., 2001, Agricultural Economics, 25, 245, 10.1111/j.1574-0862.2001.tb00205.x

Bian L., 1997, Scale in remote sensing and GIS, 13

Bond A. H., 1988, Readings in distributed artificial intelligence

Bousquet F., 1998, Lecture Notes in Artificial Intelligence, 1416, 826

Bousquet F., 2002, Complexity and ecosystem management: The theory and practice of multi-agent approaches, 249

Bower J., 2000, Energy Journal, 21, 1, 10.5547/ISSN0195-6574-EJ-Vol21-No3-1

Brander J. A., 1998, The American Economic Review, 88, 119

Briassoulis H., 2000, The Web book of regional science

Burrows P., 1986, Journal of Environmental Economics and Management, 13, 101, 10.1016/0095-0696(86)90031-8

10.2307/2938168

10.1016/0166-0462(92)90041-X

10.1016/S0004-3702(98)00056-3

10.1002/(SICI)1099-0526(199705/06)2:5<8::AID-CPLX2>3.0.CO;2-3

Casti J. L., 1999, Complexity, 4, 12, 10.1002/(SICI)1099-0526(199905/06)4:5<12::AID-CPLX3>3.0.CO;2-4

Cecchini A., 1990, Wissenschaftliche Zeitschrift der Hocheschule fur Architektur und Bauwesen, 36, 159

Chen S. H., 2001, Journal of Economic Dynamics and Control, 25, 363, 10.1016/S0165-1889(00)00030-0

Chisholm M., 1967, Transactions of the Institute of British Geographers, 42, 45, 10.2307/621371

Chomitz K. M., 1996, The World Bank Economic Review, 10, 487, 10.1093/wber/10.3.487

Chuvieco E., 1993, International Journal of Geographical Information Systems, 7, 71, 10.1080/02693799308901940

10.1068/b240247

Cliff A. D., 1973, Spatial autocorrelation

Conte R., 1995, Artificial societies: The computer simulation of social life, 1

Conte R., 1997, Simulating social phenomena, 10.1007/978-3-662-03366-1

Costanza R., 1986, Estuarine variability, 387, 10.1016/B978-0-12-761890-6.50029-0

10.1068/a170585

10.1201/9780203469484

10.1007/s101090050009

Dawid H., 1999, Adaptive learning by genetic algorithms: Analytical results and applications to economic models, 10.1007/978-3-642-18142-9

de adman P. J., 2002, Integrating geographic information systems and agent-based modeling techniques for simulating social and ecological processes, 137

de an J. S., 2000, Dynamics in human and primate societies, 179

Duffy J., 2001, Journal of Economic Dynamics and Control, 25, 295, 10.1016/S0165-1889(00)00028-2

Eastman R., 1999, Guide to GIS and image processing

10.1002/(SICI)1099-0526(199905/06)4:5<41::AID-CPLX9>3.0.CO;2-F

Epstein J. M., 1996, Growing artificial societies: Social science from the ground up, 10.7551/mitpress/3374.001.0001

10.1006/jtbi.1993.1007

10.1109/4235.771167

Forrest S., 1991, Emergent computation: Self-organization, collective, and cooperative phenomena in natural and artificial computing networks

Fowler M., 1999, UML distilled: Applying the standard object modeling language

Geoghegan J., 1998, People and pixels, 51

10.1016/S0921-8009(97)00583-1

10.1016/S0921-8009(99)00092-0

Gigerenzer G., 2001, Bounded rationality: The adaptive toolbox

Gigerenzer G., 1999, Simple heuristics that make us smart

Gilbert N., 2002, Third workshop on agent-based simulation, 67

Gilbert N., 1999, Simulation for the social scientist

Giles R. H., 1999, Environmental Management, 23, 477

10.1016/0304-3800(93)E0145-S

Gimblett H. R., 2001, Integrating geographic information systems and agent-based modeling techniques for simulating social and ecological processes

Gordon J., 1984, The MYCIN experience of the Stanford Heuristic Programming Project, 272

10.1016/S0308-521X(97)00006-1

10.1016/S0304-3800(98)00017-9

10.2307/2845977

Hare M., 2002, Third workshop on agent-based simulation, 61

Hegselmann R., 1998, Computer modeling of social processes, 37

Herold M., 2001, A decade of trans-European remote sensing cooperation: Proceedings of the 20th EARSeL Symposium, Dresden, Germany, 14–16 June 2000, 251

10.1080/13658810110099071

Hoffmann M., 2002, Complexity and ecosystem management: The theory and practice of multi-agent approaches, 218, 10.4337/9781781957240.00020

10.1016/0096-3003(88)90100-2

Holland J. H., 1990, Physica, 42, 188

Holland J. H., 1998, Emergence: From chaos to order, 10.1093/oso/9780198504092.001.0001

10.2307/1243543

10.1093/jeg/2.1.31

Janssen M. A., Complexity and ecosystem management: The theory and practice of multi-agent approaches, 10.4337/9781781957240

10.1016/S0921-8009(00)00215-9

Janssen M. A., Inequality, cooperation, and environmental sustainability

10.1016/S0165-1889(97)00010-9

10.1016/0169-5347(94)90225-9

Kaimowitz D., 1998, Economic models of tropical deforestation: A review

Kauffman S., 1994, Complexity: Metaphors, models, and reality, 83

Kerridge J., 2001, Environment and Planning B, 28, 327, 10.1068/b2696

Kirman A. P., 2001, Journal of Economic Dynamics and Control, 25, 459, 10.1016/S0165-1889(00)00033-6

Kohler T. A., 2000, Dynamics in human and primate societies, 10.1093/oso/9780195131673.001.0001

Kohler T. A., 2000, Dynamics in human and primate societies, 145, 10.1093/oso/9780195131673.001.0001

Kollman K., 1997, American Economic Review, 87, 977

Krider R. E., 1997, Geographical Analysis, 29, 16, 10.1111/j.1538-4632.1997.tb00943.x

Laffont J.-J, 1988, Fundamentals of public economics

10.1111/j.0033-0124.1992.00088.x

Lambin E. F., 1994, Modelling deforestation processes: A review

10.1525/aa.1993.95.1.02a00050

10.1088/1469-7688/1/2/307

Lee R. G., 1992, Watershed management: Balancing sustainability and environmental change, 499, 10.1007/978-1-4612-4382-3_20

10.1006/jeem.1999.1096

10.2307/1941447

10.1016/S0304-3800(00)00303-3

Li H., 1997, Scale in remote sensing and GIS, 211

Liebrand W. B. G., 1988, Computer modeling of social processes

10.1016/S0169-2046(01)00162-1

Ligtenberg A., 2002, Third workshop on agent-based simulation, 93

Lim K., 2001, Integrating geographic information systems and agent-based modeling techniques for simulating social and ecological processes, 137

Longley P., 1994, International Journal of Geographical Information Systems, 8, 217, 10.1080/02693799408901995

10.1016/S0301-4797(05)80038-6

10.1016/S0169-2046(00)00087-6

Lynam T., 2002, Complexity and ecosystem management: The theory and practice of multi-agent approaches, 188, 10.4337/9781781957240.00019

Lynam T., 2002, Conservation Ecology, 5, 10.5751/ES-00320-050224

10.1016/S0098-3004(96)00038-6

Manson S. M. 2000. Agent-based dynamic spatial simulation of land-use/cover change in the Yucatán peninsula, Mexico. Paper presented at the Fourth International Conference on Integrating GIS and Environmental Modeling (GIS/EM4), Banff, Canada, 2–8 September.

10.1016/S0016-7185(00)00035-X

Manson S. M., Final frontiers: Understanding land change in the southern Yucatan peninsular region

10.1016/0165-1889(90)90025-C

10.1007/BF01196459

10.1016/S0143-6228(97)00032-5

Miller J. H., 1996, Journal of Economic Behavior and Organization, 29, 87, 10.1016/0167-2681(95)00052-6

10.1287/mnsc.44.6.820

Miller J. H., 1992, Some dynamics of a strategic market game with a large number of agents

Miyao T., 1987, Urban dynamics and urban externalities

Munroe D. Southworth J. Tucker C. 2001. The dynamics of land-cover change in western Honduras: Spatial autocorrelation and temporal variation. Paper presented at the American Agricultural Economics Association Annual Meeting, Chicago, IL, 5–8 August

Nyarko Y., 1994, Economic Theory, 4, 811, 10.1007/BF01213813

10.2307/622300

Openshaw S., 1994, Environment and Planning A, 26, 499, 10.1068/a260499

Openshaw S., 1995, Environment and Planning A, 27, 159, 10.1068/a270159

10.1126/science.263.5147.641

10.2307/2585925

O'Sullivan D., 2001, Environment and Planning B, 28, 687, 10.1068/b2707

Parker D. C. 2000. Edge-effect externalities: Theoretical and empirical implications of spatial heterogeneity. Ph. D. diss., Department of Agricultural and Resource Economics, University of California at Davis.

Parker D. C., 2002, Agent-based models of land-use and land-cover change: Report and review of an international workshop, October 4–7, 2001, Irvine, California, USA

Parker D. C. Evans T. P. Meretsky V. 2001. Measuring emergent properties of agent-based land-use/land-cover models using spatial metrics. Paper presented at the Seventh Annual Conference of the International Society for Computational Economics, New Haven, CT, 28–29 June.

10.1023/A:1022495500485

Plantinga A. J., 1999, The economics of land use: A bibliography

10.1080/019697201300001885

Pontius R. G., 2000, Photogrammetric Engineering and Remote Sensing, 66, 1011

Pontius R. G., 2001, Agriculture, Ecosystems, and Environment, 85, 239, 10.1016/S0167-8809(01)00187-6

Portugali J., 1997, Environment and Planning B, 24, 263, 10.1068/b240263

Rabin M., 1998, Journal of Economic Literature, 36, 11

Rajan K. S. Shibasaki R. 2000.Land-use/cover changes and water resources—Experiences from AGENT-LUC Model. International Center for Disaster Mitigation Engineering (INCEDE), Institute of Industrial Science, University of Tokyo Publication 19. http://incede.iis.u-tokyo.ac.jp/reports/Report_19/Rajan.pdf (last accessed 5 February 2003).

10.2307/1244335

10.1080/014311697219312

Robinson J., 1994, Changes in land use and land cover: A global perspective, 73

Rouchier J., 2001, Journal of Economic Dynamics and Control, 25, 527, 10.1016/S0165-1889(00)00035-X

Russell S., 1995, Artificial intelligence: A modern approach

10.1006/jeem.1998.1060

10.1068/b240287

Saura S., 2001, Photogrammetric Engineering and Remote Sensing, 67, 1027

10.1080/0022250X.1971.9989794

Schelling T. C., 1978, Micromotives and macrobehavior

Selten R., 2001, Bounded rationality: The adaptive toolbox, 13

Silberberg E., 1990, The structure of economics: A mathematical analysis

Silvertown J., 1992, Journal of Ecology, 80, 527, 10.2307/2260696

Simon H. A., 1997, Models of bounded rationality, 267, 10.7551/mitpress/4711.001.0001

Sklar F. H., 1991, Quantitative methods in landscape ecology, 239, 10.1007/978-1-4757-4244-2_10

Southworth F., 1991, International Social Science Journal, 130, 681

10.1023/A:1007591401621

10.1080/136588197242509

10.1016/S0165-1889(00)00027-0

10.1177/02632769922050610

10.1007/978-94-009-9394-5_18

Torrens P. M., 2001, Can geocomputation save urban simulation? Throw some agents into the mixture, simmer, and wait…

Torrens P. M., 2002, Planning support systems in practice, 205

Torrens P. M., 2001, Environment and Planning B, 28, 163, 10.1068/b2802ed

Trame A., 1997, The Fort Hood avian simulation model: A dynamic model of ecological influences on two endangered species

Turner B. L. I. Skole D. Sanderson S. Fischer G. Fresco L. Leemans R. Land-use and land-cover change: Science/research plan 1995. IGBP Report no. 35 and HDP Report no. 7. Stockholm and Geneva: International Geosphere-Biosphere Programme: A study of Global Change (IGBP) of the International Council of Scientific Unions, and Human Dimensions of Global Environmental Change Programme (HDP) of the International Social Science Council

10.1016/0304-3800(89)90057-4

Tversky A., 1990, The limits of rationality, 60

U. S. Environmental Protection Agency (EPA)., 2000, Projecting land-use change: A summary of models for assessing the effects of community growth and change on land-use patterns

10.1016/0304-3800(94)00151-0

Veldkamp A., 2001, Agriculture, Ecosystems, and Environment, 85, 1, 10.1016/S0167-8809(01)00199-2

Verburg P. H., GeoJournal

Waldrop M. M., 1992, Complexity: The emerging science at the edge of order and chaos

Weibull J. W., 1995, Evolutionary game theory

10.2307/1242912

Weiss G., 1999, Multi-agent systems: A modern approach to distributed artificial intelligence

Westervelt J. D. Hannon B. M. Levi S. Harper S. J. 1997. A dynamic simulation model of the desert tortoise (Gopherus agassizii) habitat in the Central Mojave Desert. CERL Publication 97/102. Champaign, IL : U.S. Army Corps of Engineers. Engineer Research and Development Center, Construction Engineering Research Laboratory. http://blizzard.gis.uiuc./edu/dsm_TORT_frame.htm (last accessed 5 February 2003)

10.1068/a251175

White R., 1994, Geographical Systems, 1, 237

10.1068/b240235

10.1016/S0198-9715(00)00012-0

Wooldridge M., 1999, Multi-agent systems: A modern approach to distributed artificial intelligence, 27

10.1068/b250731

Ziemelis K., 2001, Nature, 410, 241, 10.1038/35065672