Sensitivity Analysis in Multicriteria Spatial Decision-Making: A Review
- 1 December 2004
- journal article
- review article
- Published by Taylor & Francis in Human and Ecological Risk Assessment: An International Journal
- Vol. 10 (6) , 1173-1187
- https://doi.org/10.1080/10807030490887221
Abstract
The aim of this article is to review how sensitivity analysis has been applied to models based on Geographical Information Systems (GIS) and Multicriteria Evaluation techniques (MCE). This kind of analysis is conceived as a stage in the model evaluation that examines the extent of output variation of a model when parameters are systematically varied over a range of interest. Twenty-eight studies related to land planning processes, environmental management, and location of noxious facilities have been examined. This review reveals that sensitivity analysis is a) not a common practice, b) is more widely carried out in location of noxious facilities, and c) that the analysis most frequently used is based on the variation of the weights of the factors implied in the process to test whether it significantly modifies the results obtained.Keywords
This publication has 44 references indexed in Scilit:
- Can global sensitivity analysis steer the implementation of models for environmental assessments and decision-making?Stochastic Environmental Research and Risk Assessment, 2002
- CDF sensitivity analysis technique for ranking influential parameters in the performance assessment of the proposed high-level waste repository at Yucca Mountain, Nevada, USAReliability Engineering & System Safety, 2001
- Uncertainty and sensitivity analysis: tools for GIS-based model implementationInternational Journal of Geographical Information Science, 2001
- The role of characteristic coefficients of variation in uncertainty and sensitivity analyses, with examples related to the structuring of lake eutrophication modelsEcological Modelling, 2000
- Sensitivity analysis in the context of uncertainty analysis for computationally intensive modelsComputer Physics Communications, 1999
- Sensitivity and uncertainty analysis within a methodology for evaluating environmental restoration technologiesComputer Physics Communications, 1999
- Spatial group choice: a SDSS tool for collaborative spatial decisionmakingInternational Journal of Geographical Information Science, 1997
- Sensitivity analysis in statistical decision theory: A decision analytic viewJournal of Statistical Computation and Simulation, 1997
- Integrating geographical information systems and multiple criteria decision-making methodsInternational Journal of Geographical Information Science, 1995
- Siting Noxious Facilities: A Test of the Facility Siting CredoRisk Analysis, 1993