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Uncertainty analysis in the application of multi-criteria decision-making methods in Australian strategic environmental decisions

Author

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  • Razieh Mosadeghi
  • Jan Warnken
  • Rodger Tomlinson
  • Hamid Mirfenderesk
Abstract
Multi-criteria decision-making techniques have become increasingly widespread in strategic environmental decision making. In Australia, these techniques are used to integrate both conservation and development aspects of natural resource use. MCDM can also evaluate the effects of uncertainties at each stage of the decision-making process and examine the sensitivity of results to the inputs. This paper reviews the potential uncertainties in environmental management decision-making procedures and explores how uncertainty analysis in the framework of MCDM can address some of these uncertainties. It then examines the application of MCDM in 16 Australian case studies to determine how uncertainty has been addressed in practice. Results demonstrate that appropriate use of MCDM can address uncertainties associated with decision-makers' preferences and from using different techniques (epistemic uncertainty). Results also highlighted the need for incorporating visualising techniques, such as GIS and simulation algorithms (e.g. Monte Carlo simulations), to examine the effects of uncertainty on the spatial pattern of the outcomes. This approach also presents promising ways to gain an understanding of the effects of some dimensions of stochastic uncertainty, and assists in increasing the transparency of the decision-making process.

Suggested Citation

  • Razieh Mosadeghi & Jan Warnken & Rodger Tomlinson & Hamid Mirfenderesk, 2013. "Uncertainty analysis in the application of multi-criteria decision-making methods in Australian strategic environmental decisions," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 56(8), pages 1097-1124, October.
    • Handle: RePEc:taf:jenpmg:v:56:y:2013:i:8:p:1097-1124
    DOI: 10.1080/09640568.2012.717886
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    References listed on IDEAS

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    1. Stefan Hajkowicz & Mike Young & Darla Hatton MacDonald, 2000. "Supporting Decisions: Understanding natural resource management assessment techniques," Natural Resource Management Economics 00_003, Policy and Economic Research Unit, CSIRO Land and Water, Adelaide, Australia.
    2. Stefan Hajkowicz (Ed), 2002. "Regional Priority Setting in Queensland: A multi-criteria evaluation framework," Natural Resource Management Economics 02_010, Policy and Economic Research Unit, CSIRO Land and Water, Adelaide, Australia.
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    4. Murat Köksalan & Jyrki Wallenius & Stanley Zionts, 2011. "Multiple Criteria Decision Making:From Early History to the 21st Century," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 8042, September.
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