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Volumn 29, Issue 11, 2006, Pages 1586-1597

A framework for dealing with uncertainty due to model structure error

Author keywords

Conceptual uncertainty; Environmental modelling; Model error; Model structure; Pedigree; Scenario analysis

Indexed keywords

EXTRAPOLATION; INTERPOLATION; MATHEMATICAL MODELS; MODEL STRUCTURES;

EID: 33748416660     PISSN: 03091708     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advwatres.2005.11.013     Document Type: Article
Times cited : (402)

References (54)
  • 1
    • 33748438756 scopus 로고    scopus 로고
    • Aller LT, Bennet T, Lehr JH, Petty RJ. DRASTIC: a standardized system for evaluating ground water pollution potential using hydrogeologic setting, US EPA Robert S. Kerr Environmental Research Laboratory, EPA/600/287/035, Ada, OK, 1987.
  • 2
    • 33748415972 scopus 로고    scopus 로고
    • Babendreier JE. National-scale multimedia risk assessment for hazardous waste disposal. In: International workshop on uncertainty, sensitivity and parameter estimation for multimedia environmental modelling held at US Nuclear Regulatory Commission, Rockville (MD), August 19-21, 2003. Proceedings, pp. 103-9.
  • 3
    • 0344842337 scopus 로고    scopus 로고
    • Model evaluation and performance
    • El-Shaarawi A.H., and Piegorsch W.W. (Eds), John Wiley & Sons, Ltd, Chichester
    • Beck M.B. Model evaluation and performance. In: El-Shaarawi A.H., and Piegorsch W.W. (Eds). Encyclopedia of environmetrics vol. 3 (2002), John Wiley & Sons, Ltd, Chichester 1275-1279
    • (2002) Encyclopedia of environmetrics , vol.3 , pp. 1275-1279
    • Beck, M.B.1
  • 4
    • 10644246981 scopus 로고    scopus 로고
    • Environmental foresight and structural change
    • Beck M.B. Environmental foresight and structural change. Environ Modell Software 20 (2005) 651-670
    • (2005) Environ Modell Software , vol.20 , pp. 651-670
    • Beck, M.B.1
  • 5
    • 1542401079 scopus 로고
    • Beck M.B., and van Straten G. (Eds), Springer-Verlag
    • In: Beck M.B., and van Straten G. (Eds). Uncertainty and forecasting of water quality (1983), Springer-Verlag
    • (1983) Uncertainty and forecasting of water quality
  • 6
    • 0027009437 scopus 로고
    • The future of distributed models, model calibration and uncertainty predictions
    • Beven K., and Binley A.M. The future of distributed models, model calibration and uncertainty predictions. Hydrol Process 6 (1992) 279-298
    • (1992) Hydrol Process , vol.6 , pp. 279-298
    • Beven, K.1    Binley, A.M.2
  • 7
    • 67049137556 scopus 로고    scopus 로고
    • Towards a coherent philosophy for modelling the environment
    • Beven K. Towards a coherent philosophy for modelling the environment. Proc Roy Soc London, A 458 2026 (2002) 2465-2484
    • (2002) Proc Roy Soc London, A , vol.458 , Issue.2026 , pp. 2465-2484
    • Beven, K.1
  • 8
    • 4143079295 scopus 로고    scopus 로고
    • An evaluation of the impact of model structure on hydrological modelling uncertainty for streamflow prediction
    • Butts M.B., Payne J.T., Kristensen M., and Madsen H. An evaluation of the impact of model structure on hydrological modelling uncertainty for streamflow prediction. J Hydrol 298 (2004) 242-266
    • (2004) J Hydrol , vol.298 , pp. 242-266
    • Butts, M.B.1    Payne, J.T.2    Kristensen, M.3    Madsen, H.4
  • 9
    • 0030455918 scopus 로고    scopus 로고
    • Transition probability based on indicator geostatistics
    • Carle S.F., and Fog G.E. Transition probability based on indicator geostatistics. Math Geol 28 4 (1996) 453-477
    • (1996) Math Geol , vol.28 , Issue.4 , pp. 453-477
    • Carle, S.F.1    Fog, G.E.2
  • 10
    • 0031432328 scopus 로고    scopus 로고
    • Modeling spatial variability with one and multidimensional contineous-lag Markov chains
    • Carle S.F., and Fog G.E. Modeling spatial variability with one and multidimensional contineous-lag Markov chains. Math Geol 29 7 (1997) 891-917
    • (1997) Math Geol , vol.29 , Issue.7 , pp. 891-917
    • Carle, S.F.1    Fog, G.E.2
  • 11
    • 33748421006 scopus 로고    scopus 로고
    • Copenhagen County. Pilot project on establishment of methodology for zonation of groundwater vulnerability. In: Proceedings from seminar on groundwater zonation, November 7, 2000, County of Copenhagen [in Danish].
  • 12
    • 33748419277 scopus 로고    scopus 로고
    • A reflexive approach to dealing with uncertainties in environmental health risk science and policy
    • Craye M., van der Sluijs J.P., and Funtowicz S. A reflexive approach to dealing with uncertainties in environmental health risk science and policy. Int J Risk Assess Manage 5 2 (2005) 216-236
    • (2005) Int J Risk Assess Manage , vol.5 , Issue.2 , pp. 216-236
    • Craye, M.1    van der Sluijs, J.P.2    Funtowicz, S.3
  • 13
    • 0242636569 scopus 로고    scopus 로고
    • Sources of uncertainty in pesticide fate modelling
    • Dubus I.G., Brown C.D., and Beulke S. Sources of uncertainty in pesticide fate modelling. Sci Total Environ 317 (2003) 53-72
    • (2003) Sci Total Environ , vol.317 , pp. 53-72
    • Dubus, I.G.1    Brown, C.D.2    Beulke, S.3
  • 14
    • 85070642470 scopus 로고    scopus 로고
    • Using the method of context validation to mitigate type III errors in environmental policy analysis
    • Knowledge, power and participation in environmental policy. Hisschemöller M., Hoppe R., Dunn W., and Ravetz J. (Eds), Transaction Publishers, New Jersey (USA)
    • Dunn W. Using the method of context validation to mitigate type III errors in environmental policy analysis. In: Hisschemöller M., Hoppe R., Dunn W., and Ravetz J. (Eds). Knowledge, power and participation in environmental policy. Policy studies review annual vol. 12 (2001), Transaction Publishers, New Jersey (USA) 417-436
    • (2001) Policy studies review annual , vol.12 , pp. 417-436
    • Dunn, W.1
  • 16
    • 0026015424 scopus 로고
    • Comparative analysis of several conceptual rainfall-runoff models
    • Franchini M., and Pacciani M. Comparative analysis of several conceptual rainfall-runoff models. J Hydrol 122 (1992) 161-219
    • (1992) J Hydrol , vol.122 , pp. 161-219
    • Franchini, M.1    Pacciani, M.2
  • 18
    • 0344898291 scopus 로고    scopus 로고
    • Capture zone, travel time and solute transport predictions using inverse modelling and different geological models
    • Harrar W.G., Sonnenborg T.O., and Henriksen H.J. Capture zone, travel time and solute transport predictions using inverse modelling and different geological models. Hydrogeol J 11 5 (2003) 536-548
    • (2003) Hydrogeol J , vol.11 , Issue.5 , pp. 536-548
    • Harrar, W.G.1    Sonnenborg, T.O.2    Henriksen, H.J.3
  • 19
    • 0026866730 scopus 로고
    • Hexagons for systems thinking
    • Hodgson A.M. Hexagons for systems thinking. Eur J Oper Res 59 (1992) 220-230
    • (1992) Eur J Oper Res , vol.59 , pp. 220-230
    • Hodgson, A.M.1
  • 20
    • 0001720395 scopus 로고
    • Acquisition of expert judgement: examples from risk assessment
    • Hora S.C. Acquisition of expert judgement: examples from risk assessment. J Energy Eng 118 (1992) 136-148
    • (1992) J Energy Eng , vol.118 , pp. 136-148
    • Hora, S.C.1
  • 21
    • 28244459983 scopus 로고    scopus 로고
    • Model uncertainty - parameter uncertainty versus conceptual models
    • Højberg A.L., and Refsgaard J.C. Model uncertainty - parameter uncertainty versus conceptual models. Water Sci Technol 52 6 (2005) 177-186
    • (2005) Water Sci Technol , vol.52 , Issue.6 , pp. 177-186
    • Højberg, A.L.1    Refsgaard, J.C.2
  • 22
    • 33748416679 scopus 로고    scopus 로고
    • IPCC. Climate change 2001: the scientific basis. Contribution of working group I to the third assessment report of the intergovernmental panel of climate change [Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Dai X, Maskell K, Johnson CA, editors]. Cambridge University Press, Cambridge (UK) and New York (NY, USA). p. 881.
  • 23
    • 0037672677 scopus 로고    scopus 로고
    • Integrated assessment and modelling: features, principles and examples for catchment management
    • Jakeman A.J., and Letcher R.A. Integrated assessment and modelling: features, principles and examples for catchment management. Environ Modell Software 18 (2003) 491-501
    • (2003) Environ Modell Software , vol.18 , pp. 491-501
    • Jakeman, A.J.1    Letcher, R.A.2
  • 24
    • 33748420581 scopus 로고    scopus 로고
    • Jensen JB. Parameter and uncertainty estimation in groundwater modelling. PhD thesis, Department of Civil Engineering, Aalborg University, Series Paper no. 23, 2003.
  • 25
    • 0029739832 scopus 로고    scopus 로고
    • When is it appropriate to combine expert judgements?
    • Keith D.W. When is it appropriate to combine expert judgements?. Clim Change 33 (1996) 139-143
    • (1996) Clim Change , vol.33 , pp. 139-143
    • Keith, D.W.1
  • 26
    • 0022841192 scopus 로고
    • Operational testing of hydrological simulation models
    • Klemes V. Operational testing of hydrological simulation models. Hydrol Sci J 31 (1986) 13-24
    • (1986) Hydrol Sci J , vol.31 , pp. 13-24
    • Klemes, V.1
  • 27
    • 33748439443 scopus 로고    scopus 로고
    • Kloprogge P, van der Sluijs JP. The inclusion of stakeholder knowledge and perspectives in integrated assessment of climate change. Climatic Change, in press.
  • 28
    • 0347052813 scopus 로고    scopus 로고
    • Model uncertainty and choices made by modelers: lessons learned from the international atomic energy model intercomparisons
    • Linkov I., and Burmistrov D. Model uncertainty and choices made by modelers: lessons learned from the international atomic energy model intercomparisons. Risk Anal 23 6 (2003) 1297-1308
    • (2003) Risk Anal , vol.23 , Issue.6 , pp. 1297-1308
    • Linkov, I.1    Burmistrov, D.2
  • 29
    • 33748439720 scopus 로고    scopus 로고
    • Meyer PD, Ye M, Neuman SP, Cantrell KJ. Combined estimation of hydrogeologic conceptual model and parameter uncertainty. NUREG/CR-6843 Report, NRC, Washington, DC, 2004.
  • 31
    • 33748426714 scopus 로고    scopus 로고
    • Neuman SP, Wierenga PJ. A comprehensive strategy of hydrogeologic modeling and uncertainty analysis for nuclear facilities and sites. University of Arizona, Report NUREG/CR-6805, 2003.
  • 32
    • 0028763687 scopus 로고
    • Verification, validation, and confirmation of numerical models in the Earth Sciences
    • Oreskes N., Shrader-Frechette K., and Belitz K. Verification, validation, and confirmation of numerical models in the Earth Sciences. Science 263 (1994) 641-646
    • (1994) Science , vol.263 , pp. 641-646
    • Oreskes, N.1    Shrader-Frechette, K.2    Belitz, K.3
  • 33
    • 0036960075 scopus 로고    scopus 로고
    • Towards sustainability in the water sector - the importance of human actors and processes of social learning
    • Pahl-Wostl C. Towards sustainability in the water sector - the importance of human actors and processes of social learning. Aquat Sci 64 (2002) 394-411
    • (2002) Aquat Sci , vol.64 , pp. 394-411
    • Pahl-Wostl, C.1
  • 34
    • 22244490375 scopus 로고    scopus 로고
    • Multiple ranking and inference in ground water modeling
    • Poeter E., and Anderson D. Multiple ranking and inference in ground water modeling. Ground Water 43 4 (2005) 597-605
    • (2005) Ground Water , vol.43 , Issue.4 , pp. 597-605
    • Poeter, E.1    Anderson, D.2
  • 35
    • 33748415971 scopus 로고    scopus 로고
    • Sensivity and uncertainty analysis for river quality modelling
    • Radwan M., Willems P., and Berlamont J. Sensivity and uncertainty analysis for river quality modelling. J Hydroinform (2004) 83-99
    • (2004) J Hydroinform , pp. 83-99
    • Radwan, M.1    Willems, P.2    Berlamont, J.3
  • 36
    • 0029662866 scopus 로고    scopus 로고
    • Operational validation and intercomparison of different types of hydrological models
    • Refsgaard J.C., and Knudsen J. Operational validation and intercomparison of different types of hydrological models. Water Resources Res 32 7 (1996) 2189-2202
    • (1996) Water Resources Res , vol.32 , Issue.7 , pp. 2189-2202
    • Refsgaard, J.C.1    Knudsen, J.2
  • 37
    • 33748414826 scopus 로고    scopus 로고
    • Refsgaard JC, Hansen LK, Vahman M. Groundwater zonation in Copenhagen County - Intercomparision of thematic results from different consultants. In: Seminar on groundwater zonation, County of Copenhagen, November 7, 2000 [in Danish].
  • 38
    • 0012060617 scopus 로고    scopus 로고
    • Towards a formal approach to calibration and validation of models using spatial data
    • Grayson R., and Blöschl G. (Eds), Cambridge University Press
    • Refsgaard J.C. Towards a formal approach to calibration and validation of models using spatial data. In: Grayson R., and Blöschl G. (Eds). Spatial patterns in catchment hydrology: observations and modelling (2001), Cambridge University Press 329-354
    • (2001) Spatial patterns in catchment hydrology: observations and modelling , pp. 329-354
    • Refsgaard, J.C.1
  • 39
    • 0348011425 scopus 로고    scopus 로고
    • Modelling guidelines - terminology and guiding principles
    • Refsgaard J.C., and Henriksen H.J. Modelling guidelines - terminology and guiding principles. Adv Water Resources 27 (2004) 71-82
    • (2004) Adv Water Resources , vol.27 , pp. 71-82
    • Refsgaard, J.C.1    Henriksen, H.J.2
  • 41
    • 0013394082 scopus 로고    scopus 로고
    • On the need for benchmarks in hydrological modelling
    • Seibert J. On the need for benchmarks in hydrological modelling. Hydrol Process 15 6 (2001) 1063-1064
    • (2001) Hydrol Process , vol.15 , Issue.6 , pp. 1063-1064
    • Seibert, J.1
  • 42
    • 0036467543 scopus 로고    scopus 로고
    • Comparison of alternative modelling approaches for groundwater flow in fractured rock
    • Selroos J.O., Walker D.D., Strom A., Gylling B., and Follin S. Comparison of alternative modelling approaches for groundwater flow in fractured rock. J Hydrol 257 (2001) 174-188
    • (2001) J Hydrol , vol.257 , pp. 174-188
    • Selroos, J.O.1    Walker, D.D.2    Strom, A.3    Gylling, B.4    Follin, S.5
  • 43
    • 33748427271 scopus 로고    scopus 로고
    • Troldborg L. The influence of conceptual geological models on the simulation of flow and transport in quaternary aquifer systems. PhD Thesis. Geological Survey of Denmark and Greenland, Report 2004/107.
  • 44
    • 0027066425 scopus 로고
    • An approach to the design of experiments for discriminating among alternative conceptual models
    • Usunoff E., Carrera J., and Mousavi S.F. An approach to the design of experiments for discriminating among alternative conceptual models. Adv Water Resources 15 (1992) 199-214
    • (1992) Adv Water Resources , vol.15 , pp. 199-214
    • Usunoff, E.1    Carrera, J.2    Mousavi, S.F.3
  • 45
    • 33748430557 scopus 로고    scopus 로고
    • Van Griensven A, Meixner T. Dealing with unidentifiable sources of uncertainty within environmental models. In: Pahl C, Schmidt S, Jakeman T, editors. iEMSs 2004 international congress: "Complexity and integrated resources management". International Environmental Modelling and Software Society, Osnabrück, Germany, June 2004.
  • 46
    • 33748424895 scopus 로고    scopus 로고
    • Van der Sluijs JP. Anchoring amid uncertainty; On the management of uncertainties in risk assessment of anthropogenic climate change, Ph.D. thesis, Utrecht University, 1997. p. 260.
  • 47
    • 33748428526 scopus 로고    scopus 로고
    • Van der Sluijs JP, Potting J, Risbey JS, Van Vuuren D, de Vries B, Beusen A, et al. Uncertainty assessment of the IMAGE/TIMER B1 CO2 emissions scenario, using the NUSAP method. Report commissioned by the Netherlands National Research Program on global Air Pollution and Climate Change, RIVM, Bilthoven, The Netherlands, 2002. p. 225.
  • 48
    • 33748435853 scopus 로고    scopus 로고
    • Van der Sluijs JP, Risbey JS, Kloprogge P, Ravetz JR, Funtowicz SO, Corral Quintana S, et al. RIVM/MNP Guidance for uncertainty assessment and communication: detailed guidance, report commissioned by RIVM/MNP - Copernicus Institute, Department of Science, Technology and Society, Utrecht University, Utrecht, The Netherlands, 2003. p. 71.
  • 49
    • 18644368044 scopus 로고    scopus 로고
    • Combining quantitative and qualitative measures of uncertainty in model based foresight studies: the NUSAP system
    • Van der Sluijs J.P., Craye M., Funtowicz S.O., Kloprogge P., Ravetz J., and Risbey J.S. Combining quantitative and qualitative measures of uncertainty in model based foresight studies: the NUSAP system. Risk Anal 25 2 (2005) 481-492
    • (2005) Risk Anal , vol.25 , Issue.2 , pp. 481-492
    • Van der Sluijs, J.P.1    Craye, M.2    Funtowicz, S.O.3    Kloprogge, P.4    Ravetz, J.5    Risbey, J.S.6
  • 50
    • 84979368472 scopus 로고
    • Uncertainty propagation and speculation in projective forecasts of environmental change: a lake-eutrophication example
    • Van Straten G., and Keesman K.J. Uncertainty propagation and speculation in projective forecasts of environmental change: a lake-eutrophication example. J Forecast 10 (1991) 163-190
    • (1991) J Forecast , vol.10 , pp. 163-190
    • Van Straten, G.1    Keesman, K.J.2
  • 51
    • 0142178555 scopus 로고    scopus 로고
    • Group model-building: tackling messy problems
    • Vennix J.A.M. Group model-building: tackling messy problems. Syst Dyn Rev 15 4 (1999)
    • (1999) Syst Dyn Rev , vol.15 , Issue.4
    • Vennix, J.A.M.1
  • 52
    • 0034118238 scopus 로고    scopus 로고
    • Identifying key sources of uncertainty in climate change projections
    • Visser H., Folkert R.J.M., Hoekstra J., and De Wolff J.J. Identifying key sources of uncertainty in climate change projections. Clim Change 45 (2000) 421-457
    • (2000) Clim Change , vol.45 , pp. 421-457
    • Visser, H.1    Folkert, R.J.M.2    Hoekstra, J.3    De Wolff, J.J.4
  • 53
    • 14944365603 scopus 로고    scopus 로고
    • Improved treatment of uncertainty in hydrologic modelling: combining the strengths of global optimization and data assimilation
    • Art No W01017
    • Vrugt J.A., Diks C.G.H., and Gupta H.V. Improved treatment of uncertainty in hydrologic modelling: combining the strengths of global optimization and data assimilation. Water Resources Res 41 1 (2005) Art No W01017
    • (2005) Water Resources Res , vol.41 , Issue.1
    • Vrugt, J.A.1    Diks, C.G.H.2    Gupta, H.V.3


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