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Modelling Land-Use Change

Theories and methods

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Book cover Modelling Land-Use Change

Part of the book series: The GeoJournal Library ((GEJL,volume 90))

Abstract

This first chapter explains some of the basic theoretical ideas, concepts and methodologies that underpin the modelling of land-use change. It represents an overview of the types of approaches that have been adopted by researchers hitherto. It also provides a rationale for the structure of the book and a synopsis of the contents that follow.

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References

  • Aerts, J. (2002) Spatial Decision Support for Resource Allocation, PhD Dissertation, Universiteit van Amsterdam.

    Google Scholar 

  • Agarwal, C., Green, G.M., Grove, J.M., Evans, T.P. and Schweik, C.M. (2002) A review and assessment of land-use change models: dynamics of space, time, and human choice. Gen. Tech. Rep. NE-297, Newtown Square, PA: U.S. Department of Agriculture, Forest Service, Northeastern Research Station. P.61.

    Google Scholar 

  • Alberti, M. and Wadell, P. (2000) An integrated urban development and ecological simulation model, Integrated Assesment, 1: 215–227.

    Article  Google Scholar 

  • Alcamo, J., Leemans, R. and Kreileman, E. (1998) Global Change Scenarios of the 21st Century. Results from the IMAGE 2.1 Model. Elsevier, Amsterdam, P. 296.

    Google Scholar 

  • Alonso, W.A. (1964) Location and Land Use: Toward a General Theory of Land Rent, Harvard University Press, Cambridge.

    Google Scholar 

  • Anselin, L., Florax, R. (eds) (1995) New Directions in Spatial Econometrics, Springer, Berlin.

    Google Scholar 

  • Balzter, H., Braun, P.W. and Kohler, W. (1998) Cellular automata models for vegetation dynamics, Ecological Modelling, 107(2/3): 113–125.

    Article  Google Scholar 

  • Batty, M. (1997) Cellular automata and urban form: a primer, Journal of the American Planning Association, 63(2): 266–274.

    Google Scholar 

  • Bell, K.P. and Irwin, E.G. (2002) Spatially explicit micro-level modelling of land use change at the rural–urban interface, Agricultural Economics, 27(3): 217–232.

    Article  Google Scholar 

  • Berger, T. and Parker, D.C. (2002) Examples of specific research, in Parker, D.C., Berger, T. and Manson, S.M. (eds) Agent-Based Models of Land-Use and Land-Cover Change: Report and Review of an International Workshop, Irvine, California October 4–7, LUCC Report Series No. 6. Bloomington, Indiana, LUCC International Project Office.

    Google Scholar 

  • Bockstael, N.E. and Irwin, E.G. (2000) Economics and the land use-environment link, in Folmer, H. and Tietenberg, T. (eds) The International Yearbook of Environmental and Resource Economics 1999/2000, Edward Elgar Publishing, Northampton, MA, pp. 1–54.

    Google Scholar 

  • Briassoulis, H. (2000) Analysis of land use change: theoretical and modeling approaches, in Jackson, W.R. (ed) The web-book of regional scienceRegional Research Institute, West Virginia University, USA.

    Google Scholar 

  • Brueckner, J.K. (2000) Urban sprawl: diagnosis and remedies, International Regional Science Review, 23: 160–171.

    Article  Google Scholar 

  • Buurman, J.J.G., Rietveld, P. and Scholten, H.J. (2001) The land market: spatial economic perspective, Chapter 6 in Stillwell, J.C.H. and Scholten, H.J. (eds) Land Use Simulation for Europe, Kluwer Academic Publishers, Dordrecht, pp. 65–82.

    Google Scholar 

  • Clarke, K. and L. Gaydos (1998) Loose-coupling a cellular automation model and GIS: long-term urban growth prediction for San Fransisco and Washington/Baltimore, International Journal of Geographical Information Science, 12(7): 699–714.

    Article  Google Scholar 

  • Clarke, K.C., Hoppen, C. and Gaydos, L. (1997) A self-modifying cellular automaton model model of historical urbanisation in the San Francisco Bay Area, Environment and Planning B, 24: 247–261.

    Google Scholar 

  • Champion, A., Bramley, G., Fotheringham, A.S., Macgill, J. and Rees, P. (2003) A migration modelling system to support government decision-making, Chapter 15 in Geertman, S. and Stillwell, J.C.H. (eds) Planning Support Systems in Practice, Springer, Berlin, pp. 269–290.

    Google Scholar 

  • Chomitz, K.M. and Gray, D.A. (1996) Roads, land use and deforestation: a spatial model applied to Belize, The World Bank Economic Review, 10: 487–512.

    Google Scholar 

  • Couclelis, H. (1997) From cellular automata to urban models: new principles for model development and implementation, Environment and Planning B, 24: 165–174.

    Article  Google Scholar 

  • Cramer, W., Bondeau, A., Woodward, F.I., Prentice, I.C., Betts, R.A., Brovkin, V., Cox, P.M., Fisher, V., Foley, J., Friend, A.D., Kucharik, C., Lomas, M.R., Ramankutty, N., Sitch, S., Smith, B., White, A. and Young-Molling, C. (2001) Global response of terrestrial ecosystems structure and function to CO2 and climate change: results from six dynamic global vegetation models, Global Change Biology, 7: 357–374

    Article  Google Scholar 

  • Dale, V.H. (1997) The relationship between land-use change and climate change, Ecological Applications, 7(3): 753–769.

    Article  Google Scholar 

  • Engelen, G., Geertman, S., Smits, P. and Wessels, C. (1999) Dynamic GIS and strategic physical planning support: a practical application, Chapter 5 in Stillwell, J.C.H., Geertman, S. and Openshaw, S. (eds) Geographical Information and Planning, Springer, Berlin, pp. 87–111.

    Google Scholar 

  • Fotheringham, A.S. (1991) Migration and spatial structure; the development of the competing destinations model, Chapter 4 in Stillwell, J.C.H. and Congdon, P. (eds) Migration Models Macro and Micro Approaches, Belhaven Press, London, pp. 57–72.

    Google Scholar 

  • Geoghegan, J. Schneider L. and Vance, C. (2004) Temporal dynamics and spatial scales: Modeling deforestation in the southern Yucatàn peninsular region, GeoJournal, 61(4): 353–363.

    Article  Google Scholar 

  • Glaeser, E. and Kahn, M. (2004) Sprawl and urban growth, in Henderson, V. and Thisse, J.F. (eds) Handbook of Regional and Urban Economics: Cities and Geography, Handbooks in Economics, Volume 4, Elsevier North-Holland, Amsterdam.

    Google Scholar 

  • Haynes, K.E. and Fotheringham, A.S. (1984) Gravity and Spatial Interaction Models, Sage Publications, Beverly Hills.

    Google Scholar 

  • Holland, J.H. (1998) Emergence: From Chaos to Order. Perseus Books, Reading, MA.

    Google Scholar 

  • Irwin, E. and Geoghegan, J. (2001), Theory, data, methods: developing spatially-explicit economic models of land use change, Agriculture, Ecosystems and Environment, 85: 7–24.

    Article  Google Scholar 

  • Kanaroglou, P. and Scott, D. (2002) Integrated urban transportation and land-use models for policy analysis, in Dijst, M., Schenkel, W. and Thomas, I. (eds) Governing Cities on the Move: Functional and Management Perspectives on Transformations of European Urban Infrastructures, Ashgate, Aldershot, UK, pp. 42–72.

    Google Scholar 

  • Klosterman, R.E. (1999) The what if? collaborative planning support system, Environment and Planning B, 26: 393–408.

    Article  Google Scholar 

  • Klosterman, R.E. and Pettit, C.J. (2005) Guest editorial: an update on planning support systems, Environment and Planning B, 32: 477–484.

    Article  Google Scholar 

  • Krugman P. (1999) The role of geography in development, International Regional Science Review, 22: 142–161.

    Article  Google Scholar 

  • Kruijt, B., Needham, B. and Spit, T. (1990) Economische grondslagen van grondbeleid, Stichting voor beleggings- en vastgoedkunde, Universiteit van Amsterdam.

    Google Scholar 

  • Lambin, E.F., Geist, H.J. and Lepers, E. (2003) Dynamics of land-use and land-cover change in tropical regions, Annual Review of Environment and Resources, 28: 205–241.

    Article  Google Scholar 

  • Lambin, E.F., Turner, B.L., Geist, H.J., Agbola, S.B., Angelsen, A., Bruce, J.W., Coomes, O.T., Dirzo, R., Fischer, G., Folke, C., George, P.S., Homewood, K., Imbernon, J., Leemans, R., Li, X., Moran, E.F., Mortimore, M., Ramakrishnan, P.S., Richards, J.F., Skanes, H., Stone, G.D., Svedin, U., Veldkamp, T.A., Vogel, C. and Xu, J. (2001) The causes of land-use and land-cover change, moving beyond the myths, Global Environmental Change, 11: 261–269.

    Article  Google Scholar 

  • Landis, J.D. (1994) The California urban futures model: a new generation of metropolitan simulation models, Environment and Planning B, 21: 399–420.

    Article  Google Scholar 

  • Lavorel, S., Davies, I.D. and Noble, I.R. (2000) LAMOS: a Landscape Modelling Shell, in Hawkes, B.C. and Flannigan, M.D. (eds) Landscape Fire Modeling – Challenges and Opportunities, Natural Resources Canada, Canadian Forest Service, Victoria, British Columbia.

    Google Scholar 

  • Li, H. and Reynolds, J.F. (1997) Modeling effects of spatial pattern, drought, and grazing on rates of rangeland degradation: a combined Markov and cellular automaton approach, in Quattrochi, D.A. and Goodchild, M.F. (eds) Scale in Remote Sensing and GIS, Lewis Publishers, New York, pp. 211–230.

    Google Scholar 

  • Li, X. and Yeh, A.G.O. (2000) Modelling sustainable urban development by the integration of constrained cellular automata and GIS, International Journal of Geographical Information Science, 14(2): 131–152.

    Article  Google Scholar 

  • Lowry, I.S. (1964) A Model of Metropolis, Rm-4035-RC, Rand Corporation, Santa Monica, CA.

    Google Scholar 

  • Meyer, W.B. and Turner, B.L. (1994) Changes in Land Use and Land Cover, Cambridge University Press, Cambridge .

    Google Scholar 

  • McFadden, D.L. (1978) Modelling the choice of residential location, in Karlsqvist, A., Lundqvist, L., Snickars, F. and Weibull, J.W. (eds) Spatial Interaction Theory and Planning Models, North-Holland, Amsterdam, pp. 75–96.

    Google Scholar 

  • O’Sullivan, D. and Torrens, P.M. (2000) Cellular models of urban systems, CASA Working Paper, Number 22, Centre for Advanced Spatial Analysis, University College London.

    Google Scholar 

  • Pijanowski, B.C., Brown, D.G., Manik, G. and Shellito, B. (2002) Using neural nets and GIS to forecast land use changes: a land transformation model, Computers, Environment and Urban Systems, 26(6): 553–575.

    Article  Google Scholar 

  • Parker, D.C., Manson, S.M., Janssen, M., Hoffmann, M.J. and Deadman, P.J. (2003) Multi-agent systems for the simulation of land use and land cover change: a review, Annals of the Association of American Geographers, 93(2): 316–340.

    Article  Google Scholar 

  • Putman, S.H. (1983) Integrated Urban Models, Pion, London.

    Google Scholar 

  • Ravenstein, E.G. (1885) The laws of migration, Journal of the Royal Statistical Society, 48: 167–227.

    Google Scholar 

  • Reilly, W.J. (1931) The Law of Retail Gravitation, Pilsbury, New York.

    Google Scholar 

  • Rietveld, P. and Wagtendonk, A.J. (2004) The location of new residential areas and the preservation of open space; experiences in the Netherlands, Environment and Planning A, 36: 2047–2063.

    Article  Google Scholar 

  • Samat, N. (2002) A geographic information system and cellular automata spatial model of urban development for Penang State, Malaysia, Unpublished PhD Thesis, School of Geography, University of Leeds, Leeds.

    Google Scholar 

  • Schneider, L.C. and Pontius, R.G. (2001) Modeling land-use change in the Ipswich Watershed, Massachusetts, USA, Agriculture, Ecosystems and Environment, 85: 83–94.

    Article  Google Scholar 

  • Serneels, S. and Lambin, E.F. (2001) Proximate causes of land-use change in Narok District, Kenya: a spatial statistical model, Agriculture, Ecosystems & Environment, 85: 65–81.

    Article  Google Scholar 

  • Stillwell, J.C.H. (1991) Spatial interaction models and the propensity to migrate over distance, Chapter 3 in Stillwell, J.C.H. and Congdon, P. (eds) Migration Models Macro and Micro Approaches, Belhaven Press, London, pp. 34–56.

    Google Scholar 

  • Stillwell, J.C.H. and Scholten, H.J. (2001) Land Use Simulation for Europe, Kluwer Academic Publishers, Dordrecht.

    Google Scholar 

  • Timmermans, H.J.P. (2003) The saga of integrated land use-transport modeling: How many more dreams before we wake up? in Proceedings of the 10th International Conference on Travel Behavior Research, Lucerne, August.

    Google Scholar 

  • Tobler, W. R. (1979) Cellular geography, in Gale, S. and Olsson, G. (eds) Philosophy in Geography, Reidel, Dordrectht, pp. 379–386.

    Google Scholar 

  • Torrens, P.M. (2001) Can geocomputation save urban simulation? Throw some agents into the mixture, simmer, and wait\ldots , CASA Working Paper Number 32, Centre for Advanced Spatial Analysis, University College London, London.

    Google Scholar 

  • Torrens, P.M. (2003) Cellular automata and multi-agent systems as planning support tools, Chapter 12 in Geertman, S. and Stillwell, J.C.H. (eds) Planning Support Systems in Practice, Springer, Berlin, pp. 205–222.

    Google Scholar 

  • U.S. EPA (2000) Projecting Land-use Change: A Summary of Models of Assessing the Effects of Community Growth and Change on Land-Use Patterns, EPA/600/R-00/098, U.S. Environmental Protection Agency, Office of Research and Development, Cincinnati, OH, P. 226.

    Google Scholar 

  • P. 226. Veldkamp, A. and Lambin, E.F. (2001) Editorial; Predicting land-use change, Agriculture, Ecosystems and Environment, 85: 1–6.

    Article  Google Scholar 

  • Verburg, P.H., Schot, P.P., Dijst, M.J. and Veldkamp, A. (2004a) Land use change modelling: current practice and research priorities. GeoJournal, 61: 309–324.

    Article  Google Scholar 

  • Verburg, P.H., Ritsema van Eck, J., de Nijs, T., Schot, P. and Dijst, M. (2004b) Determinants of land use change patterns in the Netherlands, Environment and Planning B, 31(1): 125–150.

    Article  Google Scholar 

  • Verburg, P.H., de Nijs, T.C.M., Ritsema van Eck, J., Visser, H., de Jong, K. (2004c) A method to analyse neighbourhood characteristics of land use patterns, Computers, Environment and Urban Systems, 28: 667–690.

    Article  Google Scholar 

  • Von Thünen, J.H. (1826) Der isolierte Staat, in Beziehung auf Landwirtschaft und Nationalökonomie, Neudruck nach der Ausgabe letzter Hand (1842) Gustav Fisher Verlag, Stuttgart, 1966.

    Google Scholar 

  • Waddell, P. (2002) Urbansim: modeling urban development for land use, Transportation and Environmental Planning, Journal of the American Planning Association, 68(3): 297–314.

    Google Scholar 

  • Waddell, P. and Ulfarsson, G.F. (2003) Introduction to urban simulation: design and development of operational models, in Stopher, Button, Kingsley and Hensher (eds) Handbook in Transport, Volume 5: Transport Geography and Spatial Systems, Pergamon Press, New York.

    Google Scholar 

  • Watson, R.T., Noble, I.R., Bolin, B., Ravindranath, N.H., Verardo, D.J. and Dokken, D.J. (eds) (2000) Land Use, Land-Use Change, and Forestry. A Special Report of the Intergovernmental Panel on Climatic Change, Cambridge University Press, Cambridge.

    Google Scholar 

  • Wegener, M. (1998) Applied models of urban land use, transport and environment: state of the art and future developments, in Lundqvist, L. Mattson, L.G. and Kim, T.J. (eds) Network Infrastructure and the Urban Environment: Recent Advances in Land use/Transportation Modelling, Springer, Heidelberg, pp. 245–267.

    Google Scholar 

  • White, R. and Engelen, G. (2000) High-resolution integrated modelling of the spatial dynamics of urban and regional systems, Computers, Environment and Urban Systems, 24: 383–400.

    Article  Google Scholar 

  • Wilson, A.G. (1967) A statistical theory of spatial distribution models, Transportation Research, 1: 253–269.

    Article  Google Scholar 

  • Wilson, A.G. (1970) Entropy in Urban and Regional Modelling, Pion, London.

    Google Scholar 

  • Wolfram, S. (1984) Cellular automata as models of complexity, Nature, 311: 419–424.

    Article  Google Scholar 

  • Wu, F. (1998) Simulating urban encroachment on rural land with fuzzy-logic-controlled cellular automata in a geographical information system, Journal of Environmental Management, 53: 293–308.

    Article  Google Scholar 

  • Yeh, A. G.O. and Li, X. (2001) A constrained CA model for the simulation and planning of sustainable urban forms by using GIS, Environment and Planning B, 28: 733–753.

    Article  Google Scholar 

  • Young, E.C. (1924) The Movement of Farm Population, Cornell Agricultural Experimental Station, Bulletin 426, Ithaca, New York.

    Google Scholar 

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Koomen, E., Stillwell, J. (2007). Modelling Land-Use Change. In: Koomen, E., Stillwell, J., Bakema, A., Scholten, H.J. (eds) Modelling Land-Use Change. The GeoJournal Library, vol 90. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-5648-2_1

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