Modeling human decisions in coupled human and natural systems: Review of agent-based models

Ecological Modelling - Tập 229 - Trang 25-36 - 2012
Li An1
1Department of Geography, San Diego State University, 5500 Campanile Dr., San Diego, CA 92182-4493, USA

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Acevedo, 2008, Models of natural and human dynamics in forest landscapes: cross-site and cross-cultural synthesis, Geoforum, 39, 846, 10.1016/j.geoforum.2006.10.008

Acosta-Michlik, 2008, Assessing vulnerability of selected farming communities in the Philippines based on a behavioural model of agent's adaptation to global environmental change, Global Environmental Change, 18, 554, 10.1016/j.gloenvcha.2008.08.006

Adams, 2010, A taxonomy for communication geography, Progress in Human Geography, 35, 37, 10.1177/0309132510368451

Albino, 2006, Innovation in industrial districts: an agent-based simulation model, International Journal of Production Economics, 104, 30, 10.1016/j.ijpe.2004.12.023

Altaweel, 2008, Investigating agricultural sustainability and strategies in northern Mesopotamia: results produced using a socio-ecological modelling approach, Journal of Archaeological Science, 35, 821, 10.1016/j.jas.2007.06.012

An, 2010, Long-term effects of family planning and other determinants of fertility on population and environment: agent-based modeling evidence from Wolong Nature Reserve, China, Population and Environment, 31, 427, 10.1007/s11111-010-0111-3

An, 2006, Impacts of demographic and socioeconomic factors on spatio-temporal dynamics of panda habitats, Biodiversity and Conservation, 15, 2343, 10.1007/s10531-004-1064-6

An, 2005, Exploring complexity in a human–environment system: an agent-based spatial model for multidisciplinary and multi-scale integration, Annals of Association of American Geographers, 95, 54, 10.1111/j.1467-8306.2005.00450.x

Antona, 1998, Economic theory of renewable resource management: a multi-agent system approach

Anwar, 2007, Conceptualization and implementation of a multi-agent model to simulate whale-watching tours in the St. Lawrence Estuary in Quebec, Canada, Environmental Modelling & Software, 22, 1775, 10.1016/j.envsoft.2007.02.007

Arthur, 1999, Complexity and the economy, Science, 284, 107, 10.1126/science.284.5411.107

Axelrod, 1999

Axelrod, 1988, The further evolution of cooperation, Science, 242, 1385, 10.1126/science.242.4884.1385

Axelrod, 1997

Axtell, 2002, Population growth and collapse in a multiagent model of the Kayenta Anasazi in Long House Valley, Proceedings of the National Academy of Sciences, 99, 7275, 10.1073/pnas.092080799

Bakker, 2009, Farmer-specific relationships between land use change and landscape factors: Introducing agents in empirical land use modelling, Land Use Policy, 26, 809, 10.1016/j.landusepol.2008.10.010

Bankes, 2002, Tools and techniques for developing policies for complex and uncertain systems, Proceedings of the National Academy of Sciences, 99, 7263, 10.1073/pnas.092081399

Barreteau, 2000, SHADOC: a multi-agent model to tackle viability of irrigated systems, Annals of Operation Research, 94139

Barthel, 2008, An integrated modelling framework for simulating regional-scale actor responses to global change in the water domain, Environmental Modelling & Software, 23, 1095, 10.1016/j.envsoft.2008.02.004

Batty, 2007

Batty, 2005, Agents, cells, and cities: new representational models for simulating multiscale urban dynamics, Environment and Planning A, 37, 1373, 10.1068/a3784

Batty, 1997, Urban systems as cellular automata, Environment and Planning B, 24, 59, 10.1068/b240159

Batty, 1994, Modelling urban dynamics through GIS-based cellular automata, Computer, Environment and Urban Systems, 23, 205, 10.1016/S0198-9715(99)00015-0

Bell, 1988

Benenson, 2004

Benenson, 1999, Modeling population dynamics in the city: from a regional to a multi-agent approach, Discrete Dynamics in Nature and Society, 3, 149, 10.1155/S1026022699000187

Banerjee, B., Abukmail, A., Kraemer, L., 2008. Advancing the layered approach to agent-based crowd simulation. 22nd Workshop on Principles of Advanced and Distributed Simulation, 185–192. IEEE. doi:10.1109/PADS.2008.13.

Bennett, 2006, Modelling adaptive spatially aware, and mobile agents: Elk migration in Yellowstone, International Journal of Geographical Information Science, 20, 1039, 10.1080/13658810600830806

Bian, 1997, Multiscale nature of spatial data in scaling up environmental models

Bithell, 2008, Discrete-element, individual-based and agent-based models: tools for interdisciplinary enquiry in geography?, Geoforum, 39, 625, 10.1016/j.geoforum.2006.10.014

Bithell, 2009, Coupling agent-based models of subsistence farming with individual-based forest models and dynamic models of water distribution, Environmental Modelling & Software, 24, 173, 10.1016/j.envsoft.2008.06.016

Bousquet, 2001, Multiagent simulations of hunting wild meat in a village in eastern Cameroon, Ecological Modelling, 138, 331, 10.1016/S0304-3800(00)00412-9

Bousquet, 2004, Multi-agent simulations and ecosystem management: a review, Ecological Modelling, 176, 313, 10.1016/j.ecolmodel.2004.01.011

Brown, 2004, Agent based and analytical modeling to evaluate the effectiveness of greenbelts, Environmental Modelling and Software, 19, 1097, 10.1016/j.envsoft.2003.11.012

Brown, 2006, Effects of heterogeneity in residential preferences on an agent-based model of urban sprawl, Ecology and Society, 11

Brown, 2008, Exurbia from the bottom-up: confronting empirical challenges to characterizing complex systems, GeoForum, 39, 805, 10.1016/j.geoforum.2007.02.010

Castella, 2005, Agrarian transition and lowland–upland interactions in mountain areas in northern Vietnam: application of a multi-agent simulation model, Agricultural Systems, 86, 312, 10.1016/j.agsy.2004.11.001

Castella, 2005, Participatory simulation of land-use changes in the northern mountains of Vietnam: the combined use of an agent-based model, a role-playing game, and a geographic information system, Ecology and Society, 10, 27, 10.5751/ES-01328-100127

Castella, 2009, Assessing the role of learning devices and geovisualisation tools for collective action in natural resource management: experiences from Vietnam, Journal of Environmental Management, 90, 1313, 10.1016/j.jenvman.2008.07.010

Chen, 2012, Agent-based modelling of the effects of social norms on enrollment in payments for ecosystem services, Ecological Modelling., 229, 16, 10.1016/j.ecolmodel.2011.06.007

Chiang, 1984

Christaller, 1933

Christakis, 2009

Chu, 2009, Interactive learning of independent experts’ criteria for rescue simulations, Journal of Universal Computer Science, 15, 2701

Clarke, 1998, Loose coupling a cellular automaton model and GIS: long-term growth prediction for San Francisco and Washington/Baltimore, International Journal of Geographical Information Science, 12, 699, 10.1080/136588198241617

Colfer, 1999

Couclelis, 2001, Why I no longer work with agents: a challenge for ABMs of human environment interactions, 40

Crawford, 2005, Complexity science, complex systems, and land-use research, Environment and Planning B, 32, 792, 10.1068/b3206ed

D’Aquino, 2003, Using self-designed role-playing games and a multi-agent system to empower a local decision-making process for land use management: the Self-Cormas experiment in Senegal, Journal of Artificial Societies and Social Simulation, 6, 1

D’Aquino, 2002, The Role Playing Games in an ABM participatory modeling process: outcomes from five different experiments carried out in the last five years, 275

Deadman, 1994, A role for goal-oriented autonomous agents in modelling people–environment interactions in forest recreation, Mathematical and Computer Modelling, 20, 121, 10.1016/0895-7177(94)90236-4

Deadman, 2004, Colonist household decisionmaking and land-use change in the Amazon Rainforest: an agent-based simulation, Environment and Planning B, 31, 693, 10.1068/b3098

DiMaggio, 1983, The iron cage revisited: institutional isomorphism and collective rationality in organizational fields, American Sociological Review, 48, 147, 10.2307/2095101

Dorigo, 2000, Ant algorithms and stigmergy, Future Generation Computer Systems 2000, 16, 851, 10.1016/S0167-739X(00)00042-X

Entwisle, 2007, Putting people into place, Demography, 44, 687, 10.1353/dem.2007.0045

Epstein, 2009, Modelling to contain pandemics, Nature, 460, 687, 10.1038/460687a

2006

Epstein, 1996

Etienne, 2003, A step-by-step approach to building land management scenarios based on multiple viewpoints on multi-agent system simulations, JASSS – Journal of Artificial Societies and Social Simulation, 6

Eubank, 2004, Modelling disease outbreaks in realistic urban social networks, Nature, 429, 180, 10.1038/nature02541

Evans, 2004, Multi-scale analysis of a household level agent-based model of landcover change, Journal of Environmental Management, 2, 57, 10.1016/j.jenvman.2004.02.008

Evans, 2008, Assessing the transition from deforestation to forest regrowth with an agent-based model of land cover change for south-central Indiana (USA), Geoforum, 39, 819, 10.1016/j.geoforum.2007.03.010

Evans, 2006, Spatially explicit experiments for the exploration of land-use decision-making dynamics, International Journal of Geographical Information Science, 20, 1013, 10.1080/13658810600830764

Farmer, 2009, The economy needs agent-based modelling, Science, 460, 685

Feola, 2010, Towards an improved understanding of farmers’ behaviour: the integrative agent-centred (IAC) framework, Ecological Economics, 69, 2323, 10.1016/j.ecolecon.2010.07.023

Fernandez, 2005, Characterizing location preferences in an exurban population: implications for agent-based modeling, Environment and Planning B: Planning and Design, 32, 799, 10.1068/b3071

Filatova, 2009, Land market interactions between heterogeneous agents in a heterogeneous landscape-tracing the macro-scale effects of individual trade-offs between, Canadian Journal of Agricultural Economics, 57, 431, 10.1111/j.1744-7976.2009.01164.x

Filatova, 2011, Land market mechanisms for preservation of space for coastal ecosystems: an agent-based analysis, Environmental Modelling & Software, 26, 179, 10.1016/j.envsoft.2010.08.001

Fontaine, 2009, An agent-based approach to model future residential pressure on a regional landscape, Landscape Ecology, 24, 1237, 10.1007/s10980-009-9378-0

Fowler, 2007, Taking geographical economics out of equilibrium: implications for theory and policy, Journal of Economic Geography, 7, 265, 10.1093/jeg/lbm006

Fox, 2002

Gibson, 1979

Gibon, 2010, Modelling and simulating change in reforesting mountain landscapes using a social–ecological framework, Landscape Ecology, 25, 267, 10.1007/s10980-009-9438-5

Giddens, 1984

Gimblett, 2002, Integrating geographic information systems and agent-based technologies for modelling and simulating social and ecological phenomena, 1

Gilbert, 2008

Ginot, 2002, A multi-agents architecture to enhance end-user individual-based modelling, Ecological Modelling, 157, 23, 10.1016/S0304-3800(02)00211-9

Goodchild, 2004, The validity and usefulness of laws in geographic information science and geography, Annals of the Association of American Geographers, 94, 300, 10.1111/j.1467-8306.2004.09402008.x

Goodchild, 2005, GIS and modeling overview

Gotts, 2003, Aspiration levels in a land use simulation, Cybernetics and Systems, 34, 663, 10.1080/716100277

Graham, 1998, The end of geography of the explosion of place? Conceptualizing space, place and information technology, Progress in Human Geography, 22, 165, 10.1191/030913298671334137

Gras, 2009, An individual-based evolving predator–prey ecosystem simulation using a fuzzy cognitive map as the behavior model, Artificial Life, 15, 423, 10.1162/artl.2009.Gras.012

Grimm, 2006, A standard protocol for describing individual-based and agent-based models, Ecological Modelling, 198, 115, 10.1016/j.ecolmodel.2006.04.023

Grimm, 2005, Pattern-oriented modelling of agent-based complex systems: lessons from ecology, Science, 310, 987, 10.1126/science.1116681

Grimm, 1999, Ten years of individual-based modeling in ecology: what have we learned and what could we learn in the future?, Ecological Modelling, 115, 129, 10.1016/S0304-3800(98)00188-4

Gross, 2006, Australian rangelands as complex adaptive systems: a conceptual model and preliminary results, Environmental Modelling & Software, 21, 1264, 10.1016/j.envsoft.2005.04.024

Hare, 2004, Further towards a taxonomy of agent-based simulation models in environmental management, Mathematics and Computers in Simulation, 64, 25, 10.1016/S0378-4754(03)00118-6

Henrickson, 2002, Foundations of “new” social science: institutional legitimacy from philosophy, complexity science, postmodernism, and agent-based modeling, Proceedings of the National Academy of Sciences, 99, 7288, 10.1073/pnas.092079799

Hogeweg, 1983, The ontogeny of the interaction structure in bumble bee colonies: a mirror model, Behavioral Ecology and Sociobiology, 12, 271, 10.1007/BF00302895

Holland, 1975

Holland, 1989

Huigen, 2006, Multiactor modelling of settling decisions and behavior in the San Mariano watershed, the Philippines: a first application with the MameLuke framework, Ecology and Society, 11, 33, 10.5751/ES-01738-110233

Huigen, 2004, First principles of the MameLuke multi-actor modelling framework for land use change, illustrated with a Philippine case study, Journal of Environmental Management, 72, 5, 10.1016/j.jenvman.2004.01.010

Irwin, 2001, Theory, data, methods: developing spatially explicit economic models of land use change, Agriculture, Ecosystem &. Environment, 85, 7, 10.1016/S0167-8809(01)00200-6

Jager, 2000, Behaviour in commons dilemmas: Homo economicus and Homo psychologicus in an ecological-economic model, Ecological Economics, 35, 357, 10.1016/S0921-8009(00)00220-2

Janssen, 2006, Governing social–ecological systems, vol. 2, 1465

Jepsen, 2005, Evaluating consequences of land-use strategies on wildlife populations using multiple-species predictive scenarios, Agriculture, Ecosystems & Environment, 105, 581, 10.1016/j.agee.2004.08.007

Kaplan, 1982

Katz, 1955

Kohler, 1996, Agent-based modeling of prehistoric settlement systems in the Northern American Southwest

2000

Kulik, 2008, Putting the organization back into computational organization theory: a complex Perrowian model of organizational action, Computational and Mathematical Organization Theory, 14, 84, 10.1007/s10588-008-9022-6

Langton, 1988, Artificial life, 1

Larkin, 1999

Le, 2008, Land-Use Dynamic Simulator (LUDAS): a multi-agent system model for simulating spatio-temporal dynamics of coupled human-landscape system. I. Structure and theoretical specification, Ecological informatics, 3, 135, 10.1016/j.ecoinf.2008.04.003

Le, 2010, Land-Use Dynamic Simulator (LUDAS): a multi-agent system model for simulating spatio-temporal dynamics of coupled human-landscape system 2. Scenario-based application for impact assessment of land-use policies, Ecological informatics, 5, 203, 10.1016/j.ecoinf.2010.02.001

Lei, 2005, Distributed modelling architecture of a multi-agent-based behavioral economic landscape (MABEL) model, Simulation, 81, 503, 10.1177/0037549705058067

Lempert, 2002, Agent-based modelling as organizational public policy simulators, Proc Natl Acad Sci, 99, 7195, 10.1073/pnas.072079399

Li, 2008, Embedding sustainable development strategies in agent-based models for use as a planning tool, International Journal of Geographical Information Science, 22, 21, 10.1080/13658810701228686

Ligmann-Zielinska, 2007, Agent-based models as laboratories for spatially explicit planning policies, Environment and Planning B: Planning and Design, 34, 316, 10.1068/b32088

Ligtenberg, 2010, Validation of an agent-based model for spatial planning: a role-playing approach, Computers, Environment and Urban Systems, 34, 424, 10.1016/j.compenvurbsys.2010.04.005

Ligtenberg, 2004, A design and application of a multi-agent system for simulation of multi-actor spatial planning, Journal of Environmental Management, 72, 43, 10.1016/j.jenvman.2004.02.007

Linard, 2009, A multi-agent simulation to assess the risk of malaria re-emergence in southern France, Ecological Modelling, 220, 160, 10.1016/j.ecolmodel.2008.09.001

Liu, 2006, Multi-agent systems for simulating spatial decision behaviors and land-use dynamics, Science in China Series D: Earth Sciences, 49, 1184, 10.1007/s11430-006-1184-9

Liu, 2007, Complexity of coupled human and natural systems, Science, 317, 1513, 10.1126/science.1144004

Liu, 2010, Integration of small world networks with multi-agent systems for simulating epidemic spatiotemporal transmission, Chinese Science Bulletin, 55, 1285, 10.1007/s11434-009-0623-3

Loibl, 2003, Modelling growth and densification processes in suburban regions—simulation of landscape transition with spatial agents, Environmental Modelling & Software, 18, 553, 10.1016/S1364-8152(03)00030-6

Lustick, 2000, Agent-based modeling of collective identity: testing constructivist theory, Journal of Artificial Societies and Social Simulation, 3

Malanson, 1999, Considering complexity, Annals of the Association of American Geographers, 89, 746, 10.1111/0004-5608.00174

Malanson, 2006, Complexity at advancing exotones and frontiers, Environment and Planning A, 38, 619, 10.1068/a37340

Malanson, 2006, Landscape frontiers, geography frontiers: lessons to be learned, The Professional Geographer, 58, 383, 10.1111/j.1467-9272.2006.00576.x

Manson, 2001, Simplifying complexity: a review of complexity theory, Geoforum, 32, 405, 10.1016/S0016-7185(00)00035-X

Manson, 2005, Agent-based modelling and genetic programming for modelling land change in the Southern Yucatán Peninsular Region of Mexico, Agriculture. Ecosystems & Environment, 111, 47, 10.1016/j.agee.2005.04.024

Manson, 2006, Land use in the southern Yucatán peninsular region of Mexico: scenarios of population and institutional change, Computers, Environment and Urban Systems, 30, 230, 10.1016/j.compenvurbsys.2005.01.009

Manson, 2006, Complexity theory in the study of space and place, Environment and Planning A, 38, 677, 10.1068/a37100

Manson, 2007, Agent-based modeling of deforestation in southern Yucatan, Mexico, and reforestation in the Midwest United States, Proceedings of the National Academy of Sciences of The United States Of America, 104, 20678, 10.1073/pnas.0705802104

Manson, 2008, Does scale exist? An epistemological scale continuum for complex human–environment systems, Geoforum, 39, 776, 10.1016/j.geoforum.2006.09.010

Maoh, 2007, Business establishment mobility behavior in urban areas: a microanalytical model for the City of Hamilton in Ontario, Canada, Journal of Geographical Systems, 9, 229, 10.1007/s10109-007-0043-3

Mathevet, 2003, Agent-based simulations of interactions between duck population, farming decisions and leasing of hunting rights in the Camargue (Southern France), Ecological Modelling, 165, 107, 10.1016/S0304-3800(03)00098-X

Matthews, 2006, The People and Landscape Model (PALM): towards full integration of human decision-making and biophysical simulation models, Ecological Modelling, 194, 329, 10.1016/j.ecolmodel.2005.10.032

Matthews, 2007, Agent-based land-use models: a review of applications, Landscape Ecology, 22, 1447, 10.1007/s10980-007-9135-1

McFadden, 1974, Conditional logit analysis of qualitative choice behavior, 105

Messina, 2005, Dynamic spatial simulation modeling of the population–environment matrix in the Ecuadorian Amazon, Environment and Planning B: Planning and Design, 32, 835, 10.1068/b31186

Miller, 2010, Using stylized agent-based models for population-environment research: a case study from the Galápagos Islands, Population and Environment, 75, 279

Merton, 1968, Patterns of influence: local and cosmopolitan influentials, 441

Miller, 2007

Millington, 2008, An agent-based model of mediterranean agricultural land-use/cover change for examining wildfire risk, Journal of Artificial Societies and Social Simulation, 11, 4

Monticino, 2007, Coupled human and natural systems: a multi-agent-based approach, Environ Modelling & Software, 22, 656, 10.1016/j.envsoft.2005.12.017

Moreno, 2007, Biocomplexity of deforestation in the Caparo tropical forest reserve in Venezuela: an integrated multi-agent and cellular automata model, Environmental Modelling & Software, 22, 664, 10.1016/j.envsoft.2005.12.022

Morrison, 2008, Assessing the role of climate change and human predation on marine resources at the Fatu-ma-Futi site, Tituila Island, American Samoa: an agent based model, Hemisphere, 43, 22

Muller, 2004, An agent-based model of sleeping sickness: simulation trials of a forest focus in southern Cameroon, Biological modelling/Biomodélisation, 327, 1

Naivinit, 2010, Participatory agent-based modelling and simulation of rice production and labor migrations in Northeast Thailand, Environmental Modelling & Software, 25, 1345, 10.1016/j.envsoft.2010.01.012

Nautiyal, 2009, Natural resource management in a protected area of the Indian Himalayas: a modeling approach for anthropogenic interactions on ecosystem, Environmental Monitoring and Assessment, 153, 253, 10.1007/s10661-008-0353-z

Ostrom, 2007, A diagnostic approach for going beyond panaceas, Proceedings of the National Academy of Sciences, 104, 15181, 10.1073/pnas.0702288104

Ostrom, 2009, A general framework for analyzing sustainability of social–ecological systems, Science, 35, 419, 10.1126/science.1172133

O'Sullivan, 2004, Complexity science and human geography, Transactions of the Institute of British Geographer, 29, 282, 10.1111/j.0020-2754.2004.00321.x

Pak, 2010, Designing and implementing a role-playing game: a tool to explain factors, decision making and landscape transformation, Environmental Modelling & Software, 25, 1322, 10.1016/j.envsoft.2010.03.015

Parker, 2008, Complexity, land-use modelling, and the human dimension: fundamental challenges for mapping unknown outcome spaces, Geoforum, 39, 789, 10.1016/j.geoforum.2007.05.005

Parker, 2004, Measuring pattern outcomes in an agent-based model of edge-effect externalities using spatial metrics, Agriculture, Ecosystems & Environment, 101, 233, 10.1016/j.agee.2003.09.007

Parker, 2003, Multi-agent systems for the simulation of land-use and land-cover change: a review, Annals of the Association of American Geographers, 93, 314, 10.1111/1467-8306.9302004

Perez, 2009, An agent-based approach for modelling dynamics of contagious disease spread, International Journal of Health Geographics, 8, 50, 10.1186/1476-072X-8-50

Phan, 2007

Phillips, 1999

Plummer, 1999, Modeling spatial price competition: Marxian versus neoclassical approaches, Annals of the Association of American Geographers, 88, 575, 10.1111/0004-5608.00113

Pulliam, 1992, Population dynamics in complex landscapes, Ecological Applications, 2, 165, 10.2307/1941773

Portugali, 2006, Complexity theory as a link between space and place, Environment and Planning A, 38, 647, 10.1068/a37260

Purnomo, 2005, Developing multi-stakeholder forest management scenarios: a multi-agent system simulation approach applied in Indonesia, Forest Policy and Economics, 7, 475, 10.1016/j.forpol.2003.08.004

Raubal, 2001, Ontology and epistemology for agent-based wayfinding simulation, International Journal of Geographical Information Science, 15, 653, 10.1080/13658810110061171

Reeves, 2010, Linking MODFLOW with an agent-based land-use model to support decision making, Ground Water, 48, 649, 10.1111/j.1745-6584.2010.00677.x

Reynolds, 1987, Flocks, herds and schools: a distributed behavioral model, Computer Graphics, 21, 25, 10.1145/37402.37406

Rindfuss, 2007, Frontier land use change: synthesis. challenges, and next steps, Annals of the Association of American Geographers, 97, 739, 10.1111/j.1467-8306.2007.00580.x

Riolo, 2001, Cooperation without reciprocity, Nature, 414, 441, 10.1038/35106555

Roberts, 2002, Modeling complex human–environment interactions: the Grand Canyon river trip simulator, Ecological Modelling, 153, 181, 10.1016/S0304-3800(01)00509-9

Roche, 2008, Multi-agent systems in epidemiology: a first step for computational biology in the study of vector-borne disease transmission, BMC Bioinformatics, 9, 435, 10.1186/1471-2105-9-435

Ruankaew, 2010, Companion modelling for integrated renewable resource management: a new collaborative approach to create common values for sustainable development, International Journal of Sustainable Development and World Ecology, 17, 15, 10.1080/13504500903481474

Sack, 1980

Sakoda, 1971, The checkerboard model of social interaction, Journal of Mathematical Sociology, 1, 119, 10.1080/0022250X.1971.9989791

Saqalli, 2010, Simulating rural environmentally and socio-economically constrained multi-activity and multi-decision societies in a low-data context: a challenge through empirical agent-based modeling, Journal of Artificial Societies and Social Simulation, 13, 1, 10.18564/jasss.1547

Schelling, 1971, Dynamic models of segregation, Journal of Mathematical Sociology, 1, 143, 10.1080/0022250X.1971.9989794

Saqalli, 2011, Targeting rural development interventions: empirical agent-based modeling in Nigerien villages, Agricultural Systems, 104, 354, 10.1016/j.agsy.2010.12.007

Schreinemachers, 2007, Simulating soil fertility and poverty dynamics in Uganda: a bio-economic multi-agent systems approach, Ecological Economics, 64, 387, 10.1016/j.ecolecon.2007.07.018

Sengupta, 2005, Modelling enrollment in the Conservation Reserve Program by using agents within spatial decision support systems: an example from southern Illinois, Environment and Planning B: Planning and Design, 32, 821, 10.1068/b31193

Seppelt, 2009, Challenges of simulating complex environmental systems at the landscape scale: a controversial dialogue between two cups of espresso, Ecological Modelling, 220, 3481, 10.1016/j.ecolmodel.2009.09.009

Simon, 1955, A behavioral model of rational choice, Quarterly Journal of Economics, 69, 99, 10.2307/1884852

Simon, 1960

Simon, 1997, vol. 1

Simon, 2010, A companion modelling approach applied to forest management planning, Environmental Modelling & Software, 25, 1371, 10.1016/j.envsoft.2009.09.004

Solé, 2000

Spitzberg, 2009, Axioms for a theory of intercultural communication competence, Annual Review of English Learning and Teaching, 69

Stroud, 2007, Spatial dynamics of pandemic influenza in a massive artificial society. Journal of ArtificialSocieties and Social Simulation, 10

Tang, 2010, The explicit representation of context in agent-based models of complex adaptive spatial systems, Annals of the Association of American Geographers, 100, 1128, 10.1080/00045608.2010.517739

Terán, 2007, Characterising emergence of landowners in a forest reserve, Journal of Artificial Societies and Social Simulation, 10, 1

Tolman, 1948, Cognitive maps in rats and men, Psychological Review, 42, 189, 10.1037/h0061626

Tillman, 1999, Modelling the actors in water supply systems, Water Science and Technology, 39, 203, 10.1016/S0273-1223(99)00055-4

Triandis, 1980, Values attitudes and interpersonal behavior

Uprichard, 2006, Representing complex places: a narrative approach, Environment and Planning A, 38, 665, 10.1068/a37333

Valbuena, 2010, An agent-based approach to explore the effect of voluntary mechanisms on land use change: a case in rural Queensland, Australia, Journal of Environmental Management, 91, 2615, 10.1016/j.jenvman.2010.07.041

Valbuena, 2010, An agent-based approach to model land-use change at a regional scale, Landscape Ecology, 25, 185, 10.1007/s10980-009-9380-6

Valbuena, 2008, A method to define a typology for agent-based analysis in regional land-use research, Agriculture, Ecosystems & Environment, 128, 27, 10.1016/j.agee.2008.04.015

Veldkamp, 2004, Modelling land use change and environmental impact, Journal of Environmental Management, 72, 1, 10.1016/j.jenvman.2004.04.004

von Bertalanffy, 1968

von Thünen, 1826

Wainwright, 2010, Mind, the gap in landscape-evolution modelling, Earth Surface Processes and Landforms, 35, 842, 10.1002/esp.2008

Wainwright, 2008, Can modelling enable us to understand the role of humans in landscape evolution?, Geoforum, 39, 659, 10.1016/j.geoforum.2006.09.011

Walsh, 1999, Scale-dependent relationships between population and environment in northeastern Thailand, Photogrammetric Engineering & Remote Sensing, 65, 97

Walsh, 2008, Complexity theory, spatial simulation models, and land use dynamics in the Northern Ecuadorian Amazon, Geoforum, 39, 867, 10.1016/j.geoforum.2007.02.011

Warren, 1998, New directions in systems theory: chaos and complexity, Social Work, 43, 357, 10.1093/sw/43.4.357

Watts, 2007, Influentials, networks, and public opinion formation, Journal of Consumer Research, 34, 441, 10.1086/518527

Wilson, 1987, Classifier systems and the animat problem, Machine Learning, 2, 199, 10.1007/BF00058679

Wilson, 2006, Ecological and urban systems models: some explorations of similarities in the context of complexity theory, Environment and Planning A, 38, 633, 10.1068/a37102

Wilson, 2007, The precursors of governance in the Maine lobster fishery, Proceedings of the National Academy of Sciences, 104, 15212, 10.1073/pnas.0702241104

Weick, 1979

Yang, 2008, Individual space-time activity-based model: a model for the simulation of airborne infectious-disease transmission by activity-bundle simulation, Environment and Planning B: Planning and Design, 35, 80, 10.1068/b32162

Yin, 2007, Residential location and the biophysical environment: exurban development agents in a heterogeneous landscape, Environment and Planning B: Planning and Design, 34, 279, 10.1068/b31182

Yu, 2009, Integrating scientific modelling and supporting dynamic hazard management with a GeoAgent-based representation of human–environment interactions: a drought example in Central Pennsylvania, USA, Environmental Modelling & Software, 24, 1501, 10.1016/j.envsoft.2009.03.010

Zellner, 2008, A new framework for urban sustainability assessments: linking complexity, information and policy, Computers, Environment and Urban Systems, 32, 474, 10.1016/j.compenvurbsys.2008.08.003

Zvoleff, A., An, L. The ChitwanABM: modeling feedbacks between population and land-use in the Chitwan Valley, Nepal. Ecological Modelling, submitted for publication.