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Multi-criteria and multi-objective decision making for land allocation using GIS

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Multicriteria Analysis for Land-Use Management

Part of the book series: Environment & Management ((EMAN,volume 9))

Abstract

Geographic Information Systems (GIS) are designed for the acquisition, management, analysis and display of georeferenced data. As such they have clear implications for informing the spatial decision making process. Subsequently, recent developments in GIS software and in the conceptual basis for decision making have led to dramatic improvements in the capabilities of GIS for resource allocation. These developments are reviewed through an examination of procedures for Multi-Criteria and Multi-Objective land allocation in GIS. Special emphasis is given to the problems of incorporating subjective expertise in the context of participatory decision making; the expression of uncertainty in establishing the relationship between evidence and the decision to be made; procedures for the aggregation of evidence in the presence of varying degrees of tradeoff between criteria; and procedures for conflict resolution and conflict avoidance in cases of multiple objective decision problems.

Sections of this chapter have been adapted from Eastman (1997).

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References

  • Belton, V. (1990) Multiple Criteria Decision Analysis - Practically the Only Way to Choose, in L.C. Hendry, R. Eglese (Eds.) Operational Research Tutorial Paper 1990, Operational Research Society, Birminghanm.

    Google Scholar 

  • Bonissone, P.P., K. Decker (1986) Selecting uncertainty calculi and granularity: an experiment in trading-off precision and complexity, in L.N.Kanal, J.F. Lemmer (Eds.) Uncertainty in Artificial Intelligence, North-Holland-Elsevier, Amsterdam.

    Google Scholar 

  • Buckley, J.J. (1984) The Multiple Judge, Multiple Criteria Ranking Problem: A Fuzzy Set Approach. Fuzzy Set and Systems, 13: 25–37.

    Article  Google Scholar 

  • Campbell, J.C., J. Radke, J.T. Gless, R.M. Wirtshafter (1992) An Application of Linear Programming and Geographic Information Systems: Cropland Allocation in Antigua, Environment and Planning A, 24: 535–549.

    Article  Google Scholar 

  • Carver, S.J. (1991) Integrating Multi-Criteria Evaluation with Geographical Information Systems, International Journal of Geographical Information Systems, 5 (3): 321–339.

    Article  Google Scholar 

  • Crema, S.C. (1996) A comparison between linear programming and a choice heuristic approach to multi-objective decision making using GIS, GIS/LIS ‘86 Proceedings, November 19–21, 1996, Denver, Colorado, 954–963.

    Google Scholar 

  • Diamond, J.T., J.R. Wright (1988) Design of an Integrated Spatial Information System for Multiobjective Land-Use Planning, Environment and Planning B: Planning and Design, 15: 205–214.

    Article  Google Scholar 

  • Diamond, J.T., J.R. Wright (1989) Efficient Land Allocation, Journal of Urban Planning and Development, 2: 81–96.

    Article  Google Scholar 

  • Eastman, J.R. (1997) IDRISI for Windows: User’s Guide. Version 2.0, Clark University, Graduate School of Geography, Worcester, MA.

    Google Scholar 

  • Eastman, J.R., H. Jiang (1996) Fuzzy Measures in Multi-Criteria Evaluation, Proceedings, Second International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Studies, May 21–23, Fort Collins, Colorado, 527–534.

    Google Scholar 

  • Eastman, J.R., W. Jin, P.A.K. Kyem, J. Toledano (1993a) GIS and Decision Making, Explorations in Geographic Information System Technology, 4, UNITAR, Geneva.

    Google Scholar 

  • Eastman, J.R., P.A.K. Kyem, J. Toledano (1993b) A Procedure for Multi-Objective Decision Making in GIS Under Conditions of Competing Objectives, Proceedings, EGIS’93, 438–447.

    Google Scholar 

  • Eastman, J.R., W. Jin, P.A.K. Kyem, J. Toledano (1994) Raster Procedures for Multi-Criteria / Multi-Objective Decisions, Photogrammetric Engineering and Remote Sensing.

    Google Scholar 

  • Edwards, W., J.R. Newman (1982) Multiattribute Evaluation, Quantitative Applications in the Social Sciences, 26, Sage, Newbury.

    Google Scholar 

  • Feiring, B.R. (1986) Linear Programming: An Introduction, Quantitative Applications in the Social Sciences, Vol. 60, Sage, London.

    Google Scholar 

  • Hall, G.B., F. Wang and Subaryono (1992) Comparison of boolean and fuzzy classification methods in land suitability analysis by using geographical information systems, Environment and Planning A, 24: 497–516.

    Article  Google Scholar 

  • Honea, R.B., K.A. Hake, R.C. Durfee, R.C. (1991) Incorporating GISs into Decision Support Systems: Where Have We Come From and Where Do We Need to Go?, in M. Heit, A. Shortreid (Eds.) GIS Applications in Natural Resources, GIS World Inc., Fort Collins, Colorado.

    Google Scholar 

  • Ignizio, J.P. (1985) Introduction to Linear Goal Programming, Quantitative Applications in the Social Sciences, 56, Sage, London.

    Google Scholar 

  • Janssen, R., P. Rietveld (1990) Multicriteria Analysis and Geographical Information Systems: An Application to Agricultural Land Use in the Netherlands, in H.J. Scholten, J.C.H. Stillwell (Eds.), Geographical Information Systems for Urban and Regional Planning, Kluwer, Dordrecht, 129–139.

    Google Scholar 

  • Rao, M., S.V.C. Sastry, P.D. Yadar, K. Kharod, S.K. Pathan, P.S. Dhinwa, K.L. Majumdar, D. Sampat Kumar, V.N. Patkar, V.N., V.K. Phatak (1991) A Weighted Index Model for Urban Suitability Assessment - A GIS Approach, Bombay Metropolitan Regional Development Authority, Bombay.

    Google Scholar 

  • Rosenthal, R.E. (1985) Concepts, Theory and Techniques: Principals of Multiobjective Optimization, Decision Sciences, 16 (2): 133–152.

    Article  Google Scholar 

  • Saaty, T.L. (1977) A Scaling Method for Priorities in Hierarchical Structures, J. Math. Psychology, 15, 234–281.

    Article  Google Scholar 

  • von Winterfeldt, D., W. Edwards (1986) Decision Analysis and Behavioral Research, Cambridge University Press, Cambridge.

    Google Scholar 

  • Voogd, H. (1983) Multicriteria Evaluation for Urban and Regional Planning, Pion, London.

    Google Scholar 

  • Wright, J., C. ReVelle, J. Cohon (1983) A Multiobjective Integer Programming Model for the Land Acquisition Problem, Regional Science and Urban Economics, 13: 31–53.

    Article  Google Scholar 

  • Yager, R. (1988) On Ordered Weighted Averaging Aggregation Operators in Multicriteria Decision Making, IEEE Transactions on Systems, Man, and Cybernetics, 8 (1): 183–190.

    Article  Google Scholar 

  • Zadeh, L.A. (1965) Fuzzy Sets, Information and Control, 8: 338–353.

    Article  Google Scholar 

  • Zeleny, M. (1982) Multiple Criteria Decision Making, McGraw-Hill, New York.

    Google Scholar 

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© 1998 Springer Science+Business Media Dordrecht

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Eastman, J.R., Jiang, H., Toledano, J. (1998). Multi-criteria and multi-objective decision making for land allocation using GIS. In: Beinat, E., Nijkamp, P. (eds) Multicriteria Analysis for Land-Use Management. Environment & Management, vol 9. Springer, Dordrecht. https://doi.org/10.1007/978-94-015-9058-7_13

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  • DOI: https://doi.org/10.1007/978-94-015-9058-7_13

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-90-481-5077-9

  • Online ISBN: 978-94-015-9058-7

  • eBook Packages: Springer Book Archive

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