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Volumn 114, Issue 18, 2009, Pages

Climate change impact assessment: Uncertainty modeling with imprecise probability

Author keywords

[No Author keywords available]

Indexed keywords

DISTRIBUTION FUNCTIONS; PROBABILITY; RAIN; SCALES (WEIGHING INSTRUMENTS);

EID: 72049103978     PISSN: 01480227     EISSN: None     Source Type: Journal    
DOI: 10.1029/2008JD011648     Document Type: Article
Times cited : (73)

References (38)
  • 1
    • 0034609871 scopus 로고    scopus 로고
    • Quantifying the uncertainty in forecasts of anthropogenic climate change
    • DOI 10.1038/35036559
    • Allen, M. R., P. A. Stott, J. F. B. Mitchell, R. Schnur, and T. L. Delworth (2000), Quantifying the uncertainty in forecasts of anthropogenic climate change, Nature, 407, 617-620. (Pubitemid 30775369)
    • (2000) Nature , vol.407 , Issue.6804 , pp. 617-620
    • Allen, M.R.1    Stott, P.A.2    Mitchell, J.F.B.3    Schnur, R.4    Delworth, T.L.5
  • 2
    • 0027086077 scopus 로고
    • Decision making with imprecise probabilities: Dempster-Shafer theory and application
    • Caselton, W. F., and W. Luo (1992), Decision making with imprecise probabilities: Dempster-Shafer theory and application, Water Resour. Res., 28(12), 3071-3083.
    • (1992) Water Resour. Res. , vol.28 , Issue.12 , pp. 3071-3083
    • Caselton, W.F.1    Luo, W.2
  • 3
    • 2942542491 scopus 로고    scopus 로고
    • Statistical downscaling of daily precipitation from observed and modelled atmospheric fields
    • Charles, S. P., B. C. Bates, I. N. Smith, and J. P. Hughes (2004), Statistical downscaling of daily precipitation from observed and modelled atmospheric fields, Hydrol. Processes, 18(8), 1373-1394.
    • (2004) Hydrol. Processes , vol.18 , Issue.8 , pp. 1373-1394
    • Charles, S.P.1    Bates, B.C.2    Smith, I.N.3    Hughes, J.P.4
  • 4
    • 0034352901 scopus 로고    scopus 로고
    • Global patterns of ENSO-induced precipitation
    • DOI 10.1029/1999GL011140
    • Dai, A. G., and T. M. L. Wigley (2000), Global patterns of ENSO induced precipitation, Geophys. Res. Lett., 27(9), 1283-1286. (Pubitemid 32040560)
    • (2000) Geophysical Research Letters , vol.27 , Issue.9 , pp. 1283-1286
    • Dai, A.1    Wigley, T.M.L.2
  • 5
    • 12144258630 scopus 로고    scopus 로고
    • A global dataset of Palmer Drought Severity Index for 1870-2002: Relationship with soil moisture and effects of surface warming
    • DOI 10.1175/JHM-386.1
    • Dai, A., K. E. Trenberth, and T. Qian (2004), A global data set of Palmer Drought Severity Index for 1870-2002: Relationship with soil moisture and effects of surface warming, J. Hydrometeorol., 5(6), 1117-1130. (Pubitemid 40112597)
    • (2004) Journal of Hydrometeorology , vol.5 , Issue.6 , pp. 1117-1130
    • Dai, A.1    Trenberth, K.E.2    Qian, T.3
  • 6
    • 0000516376 scopus 로고
    • Upper and lower probabilities induced by a multi-valued mapping
    • Dempster, A. P. (1967), Upper and lower probabilities induced by a multi-valued mapping, Ann. Math. Stat., 37, 355-374.
    • (1967) Ann. Math. Stat. , vol.37 , pp. 355-374
    • Dempster, A.P.1
  • 8
    • 36649014937 scopus 로고    scopus 로고
    • Nonparametric methods for modeling GCM and scenario uncertainty in drought assessment
    • DOI 10.1029/2006WR005351
    • Ghosh, S., and P. P. Mujumdar (2007), Nonparametric methods for modeling GCM and scenario uncertainty in drought assessment, Water Resour. Res., 43, W07405, doi:10.1029/2006WR005351. (Pubitemid 350194460)
    • (2007) Water Resources Research , vol.43 , Issue.7
    • Ghosh, S.1    Mujumdar, P.P.2
  • 9
    • 0037092719 scopus 로고    scopus 로고
    • Calculation of average, uncertainty range, and reliability of regional climate changes from AOGCM simulations via the "Reliability Ensemble Averaging" (REA) method
    • Giorgi, F., and L. O. Mearns (2002), Calculation of average, uncertainty range, and reliability of regional climate changes from AOGCM simulations via the "Reliability Ensemble Averaging" (REA) method, J. Clim., 15(10), 1141-1158.
    • (2002) J. Clim. , vol.15 , Issue.10 , pp. 1141-1158
    • Giorgi, F.1    Mearns, L.O.2
  • 10
    • 0348044464 scopus 로고    scopus 로고
    • Probability of regional climate change calculated using the Reliability Ensemble Averaging (REA) method
    • doi:10.1029/2003GL017130
    • Giorgi, F., and L. O. Mearns (2003), Probability of regional climate change calculated using the Reliability Ensemble Averaging (REA) method, Geophys. Res. Lett., 30(12), 1629, doi:10.1029/2003GL017130.
    • (2003) Geophys. Res. Lett. , vol.30 , Issue.12 , pp. 1629
    • Giorgi, F.1    Mearns, L.O.2
  • 11
    • 33847677742 scopus 로고    scopus 로고
    • Imprecise probabilities of climate change: Aggregation of fuzzy scenarios and model uncertainties
    • DOI 10.1007/s10584-006-9175-6
    • Hall, J., G. Fu, and J. Lawry (2007), Imprecise probabilities of climate change: aggregation of fuzzy scenarios and model uncertainties, Clim. Change, 81, 265-281. (Pubitemid 46363541)
    • (2007) Climatic Change , vol.81 , Issue.3-4 , pp. 265-281
    • Hall, J.1    Fu, G.2    Lawry, J.3
  • 12
    • 17644404746 scopus 로고    scopus 로고
    • Interval regression analysis using quadratic loss support vector machine
    • DOI 10.1109/TFUZZ.2004.840133
    • Hong, D. H., and C. Hwang (2005), Interval regression analysis using quadratic loss support vector machine, IEEE Trans. Fuzzy Sys., 13(2), 229-237. (Pubitemid 40556004)
    • (2005) IEEE Transactions on Fuzzy Systems , vol.13 , Issue.2 , pp. 229-237
    • Hong, D.H.1    Hwang, C.2
  • 13
    • 0000666441 scopus 로고
    • Grey integer programming: An application to waste management planning under uncertainty
    • Huang, G. H., B. W. Baetz, and G. G. Patry (1995), Grey integer programming: An application to waste management planning under uncertainty, Eur. J. Oper. Res., 83, 594-620.
    • (1995) Eur. J. Oper. Res. , vol.83 , pp. 594-620
    • Huang, G.H.1    Baetz, B.W.2    Patry, G.G.3
  • 16
    • 69249124120 scopus 로고    scopus 로고
    • Measurement of GCM skill in predicting variables relevant for hydroclimatological assessments
    • doi:10.1175/2009JCLI2681.1
    • Johnson, F., and A. Sharma (2009), Measurement of GCM skill in predicting variables relevant for hydroclimatological assessments, J. Clim., doi:10.1175/2009JCLI2681.1.
    • (2009) J. Clim.
    • Johnson, F.1    Sharma, A.2
  • 17
    • 0029768948 scopus 로고    scopus 로고
    • The NCEP/NCAR 40-year reanalysis project
    • Kalnay, E., et al. (1996), The NCEP/NCAR 40-year reanalysis project, Bull. Am. Meteorol. Soc., 77(3), 437-471.
    • (1996) Bull. Am. Meteorol. Soc. , vol.77 , Issue.3 , pp. 437-471
    • Kalnay, E.1
  • 18
    • 33744538760 scopus 로고    scopus 로고
    • Grey fuzzy optimization model for water quality management of a river system
    • DOI 10.1016/j.advwatres.2006.04.003, PII S0309170806000686
    • Karmakar, S., and P. P. Mujumdar (2006), Grey fuzzy optimization model for water quality management of a river system, Adv. Water Resour., 29(7), 1088-1105. (Pubitemid 43812209)
    • (2006) Advances in Water Resources , vol.29 , Issue.7 , pp. 1088-1105
    • Karmakar, S.1    Mujumdar, P.P.2
  • 19
    • 16344382080 scopus 로고    scopus 로고
    • Utilizing belief functions for the estimation of future climate change
    • DOI 10.1016/j.ijar.2004.10.005, PII S0888613X04001112, Imprecise Probabilities and Their Applications
    • Kriegler, E., and H. Held (2005), Utilizing belief functions for the estimation of future climate change, Int. J. Approx. Reason., 39(23), 185-209. (Pubitemid 40467340)
    • (2005) International Journal of Approximate Reasoning , vol.39 , Issue.2-3 , pp. 185-209
    • Kriegler, E.1    Held, H.2
  • 20
    • 26444489069 scopus 로고    scopus 로고
    • A nonparametric nonhomogeneous hidden Markov model for downscaling of multisite daily rainfall occurrences
    • doi:10.1029/2004JD005677
    • Mehrotra, R., and A. Sharma (2005), A nonparametric nonhomogeneous hidden Markov model for downscaling of multisite daily rainfall occurrences, J. Geophys. Res., 110, D16108, doi:10.1029/2004JD005677.
    • (2005) J. Geophys. Res. , vol.110
    • Mehrotra, R.1    Sharma, A.2
  • 21
    • 33845941692 scopus 로고    scopus 로고
    • A nonparametric stochastic down-scaling framework for daily rainfall at multiple locations
    • doi:10.1029/2005JD006637
    • Mehrotra, R., and A. Sharma (2006), A nonparametric stochastic down-scaling framework for daily rainfall at multiple locations, J. Geophys. Res., 111, D15101, doi:10.1029/2005JD006637.
    • (2006) J. Geophys. Res. , vol.111
    • Mehrotra, R.1    Sharma, A.2
  • 22
    • 49449117218 scopus 로고    scopus 로고
    • Modeling GCM and scenario uncertainty using a possibilistic approach: Application to the Mahanadi River, India
    • doi:10.1029/ 2007WR006137
    • Mujumdar, P. P., and S. Ghosh (2008), Modeling GCM and scenario uncertainty using a possibilistic approach: Application to the Mahanadi River, India, Water Resour. Res. , 44, W06407, doi:10.1029/ 2007WR006137.
    • (2008) Water Resour. Res. , vol.44
    • Mujumdar, P.P.1    Ghosh, S.2
  • 23
  • 24
    • 0001020829 scopus 로고    scopus 로고
    • Representing uncertainty in climate change scenarios: A Monte Carlo approach
    • New, M., and M. Hulme (2000), Representing uncertainty in climate change scenarios: A Monte Carlo approach, Integrated Assessment, 1, 203-213.
    • (2000) Integrated Assessment , vol.1 , pp. 203-213
    • New, M.1    Hulme, M.2
  • 25
    • 0035428537 scopus 로고    scopus 로고
    • A probability and decision-model analysis of a multimodel ensemble of climate change simulations
    • Raisanen, J., and T. N. Palmer (2001), A probability and decision-model analysis of a multimodel ensemble of climate change simulations, J. Clim., 14, 3212-3226. (Pubitemid 33050487)
    • (2001) Journal of Climate , vol.14 , Issue.15 , pp. 3212-3226
    • Raisanen, J.1    Palmer, T.N.2
  • 26
    • 0041736698 scopus 로고    scopus 로고
    • A direct stochastic algorithm for global search
    • Raphael, B., and B. Smith (2003), A direct stochastic algorithm for global search, Appl. Math. Comput., 146(3), 729-758.
    • (2003) Appl. Math. Comput. , vol.146 , Issue.3 , pp. 729-758
    • Raphael, B.1    Smith, B.2
  • 28
    • 0032205733 scopus 로고    scopus 로고
    • Interval regression analysis by quadratic programming approach
    • PII S1063670698082630
    • Tanaka, H., and H. Lee (1998), Interval regression analysis by quadratic programming approach, IEEE Trans. Fuzzy Sys., 6(4), 473-481. (Pubitemid 128750078)
    • (1998) IEEE Transactions on Fuzzy Systems , vol.6 , Issue.4 , pp. 473-481
    • Tanaka, H.1    Lee, H.2
  • 29
    • 14544276393 scopus 로고    scopus 로고
    • Regional probabilities of precipitation change: A Bayesian analysis of multimodel simulations
    • doi:10.1029/ 2004GL021276
    • Tebaldi, C., L. O. Mearns, D. Nychka, and R. L. Smith (2004), Regional probabilities of precipitation change: A Bayesian analysis of multimodel simulations, Geophys. Res. Lett. , 31, L24213, doi:10.1029/ 2004GL021276.
    • (2004) Geophys. Res. Lett. , vol.31
    • Tebaldi, C.1    Mearns, L.O.2    Nychka, D.3    Smith, R.L.4
  • 30
    • 14544287376 scopus 로고    scopus 로고
    • Quantifying uncertainty in projections of regional climate change: A Bayesian approach to the analysis of multimodel ensembles
    • DOI 10.1175/JCLI3363.1
    • Tebaldi, C., R. Smith, D. Nychka, and L. O. Mearns (2005), Quantifying uncertainty in projections of regional climate change: A Bayesian approach to the analysis of multi-model ensembles, J. Clim., 18, 1524-1540. (Pubitemid 40849766)
    • (2005) Journal of Climate , vol.18 , Issue.10 , pp. 1524-1540
    • Tebaldi, C.1    Smith, R.L.2    Nychka, D.3    Mearns, L.O.4
  • 31
    • 20444437657 scopus 로고    scopus 로고
    • Imprecise probabilities and scenarios
    • Tonn, B. (2005), Imprecise probabilities and scenarios, Futures, 37, 767-775.
    • (2005) Futures , vol.37 , pp. 767-775
    • Tonn, B.1
  • 33
    • 0034190746 scopus 로고    scopus 로고
    • Towards a unified theory of imprecise probability
    • DOI 10.1016/S0888-613X(00)00031-1, PII S0888613X00000311
    • Walley, P. (2000), Towards a unified theory of imprecise probability, Int. J. Approx. Reason., 24, 125-148. (Pubitemid 34200943)
    • (2000) International Journal of Approximate Reasoning , vol.24 , Issue.2-3 , pp. 125-148
    • Walley, P.1
  • 34
    • 18844449383 scopus 로고    scopus 로고
    • Statistical precipitation downscaling in central Sweden with the analogue method
    • DOI 10.1016/j.jhydrol.2004.09.008, PII S0022169404004275
    • Wetterhall, F., S. Halldin, and C. Xu (2005), Statistical precipitation down-scaling in central Sweden with the analogue method, J. Hydrol., 306, 174-190. (Pubitemid 40678748)
    • (2005) Journal of Hydrology , vol.306 , Issue.1-4 , pp. 174-190
    • Wetterhall, F.1    Halldin, S.2    Xu, C.-Y.3
  • 35
    • 33645749499 scopus 로고    scopus 로고
    • A framework for assessing uncertainties in climate change impacts: Low-flow scenarios for the River Thames, UK
    • doi:10.1029/2005WR004065
    • Wilby, R. L., and I. Harris (2006), A framework for assessing uncertainties in climate change impacts: Low-flow scenarios for the River Thames, UK, Water Resour. Res., 42, W02419, doi:10.1029/2005WR004065.
    • (2006) Water Resour. Res. , vol.42
    • Wilby, R.L.1    Harris, I.2
  • 36
    • 0033596115 scopus 로고    scopus 로고
    • A comparison of downscaled and raw GCM output: Implications for climate change scenarios in the San Juan river basin, Colorado
    • Wilby, R. L., L. E. Hay, and G. H. Leavesly (1999), A comparison of downscaled and raw GCM output: implications for climate change scenarios in the San Juan river basin, Colorado, J. Hydrol., 225, 67-91.
    • (1999) J. Hydrol. , vol.225 , pp. 67-91
    • Wilby, R.L.1    Hay, L.E.2    Leavesly, G.H.3
  • 37
    • 27744608888 scopus 로고    scopus 로고
    • Supporting material of the Intergovernmental Panel on Climate Change (IPCC), prepared on behalf of Task Group on Data and Scenario Support for Impacts and Climate Analysis (TGICA). Available at
    • Wilby, R. L., S. P. Charles, E. Zorita, B. Timbal, P. Whetton, and L. O. Mearns (2004), The guidelines for use of climate scenarios developed from statistical downscaling methods, Supporting material of the Intergovernmental Panel on Climate Change (IPCC), prepared on behalf of Task Group on Data and Scenario Support for Impacts and Climate Analysis (TGICA). (Available at http://ipccddc.cru.uea.ac.uk/guidelines/ StatDownGuide.pdf)
    • (2004) The Guidelines for Use of Climate Scenarios Developed from Statistical Downscaling Methods
    • Wilby, R.L.1    Charles, S.P.2    Zorita, E.3    Timbal, B.4    Whetton, P.5    Mearns, L.O.6
  • 38
    • 0002063018 scopus 로고
    • Probabilistic arithmetic: I. Numerical methods for calculating convolutions and dependency bounds
    • Williamson, R. C., and T. Downs (1990), Probabilistic arithmetic: I. Numerical methods for calculating convolutions and dependency bounds, Int. J. Approx. Reason., 4(2), 89-158.
    • (1990) Int. J. Approx. Reason. , vol.4 , Issue.2 , pp. 89-158
    • Williamson, R.C.1    Downs, T.2


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