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Volumn 37, Issue 3, 2011, Pages 705-719

Optimal tuning of a GCM using modern and glacial constraints

Author keywords

GCM; Last glacial maximum; Latin hypercube sampling; Palaeo proxies; Sea surface temperatures; Tuning

Indexed keywords

ATMOSPHERIC FORCING; ATMOSPHERIC GENERAL CIRCULATION MODEL; CLIMATE MODELING; LAST GLACIAL MAXIMUM; OCEANIC GENERAL CIRCULATION MODEL; PALEOCLIMATE; SEA SURFACE TEMPERATURE;

EID: 79961015803     PISSN: 09307575     EISSN: 14320894     Source Type: Journal    
DOI: 10.1007/s00382-010-0934-8     Document Type: Article
Times cited : (32)

References (38)
  • 1
    • 34547164884 scopus 로고    scopus 로고
    • Efficient estimation and ensemble generation in climate modelling
    • Annan J, Hargreaves J (2007) Efficient estimation and ensemble generation in climate modelling. Philos Trans Royal Soc A Math Phys Eng Sci 365(1857): 2077-2088.
    • (2007) Philos Trans Royal Soc A Math Phys Eng Sci , vol.365 , Issue.1857 , pp. 2077-2088
    • Annan, J.1    Hargreaves, J.2
  • 2
    • 3343006936 scopus 로고    scopus 로고
    • Parameter estimation in an intermediate complexity earth system model using an ensemble Kalman filter
    • Annan JD, Hargreaves JC, Edwards NR, Marsh R (2005a) Parameter estimation in an intermediate complexity earth system model using an ensemble Kalman filter. Ocean Model 8(1-2): 135-154.
    • (2005) Ocean Model , vol.8 , Issue.1-2 , pp. 135-154
    • Annan, J.D.1    Hargreaves, J.C.2    Edwards, N.R.3    Marsh, R.4
  • 3
    • 17144401880 scopus 로고    scopus 로고
    • Parameter estimation in an atmospheric GCM using the Ensemble Kalman Filter
    • Annan JD, Lunt DJ, Hargreaves JC, Valdes PJ (2005b) Parameter estimation in an atmospheric GCM using the Ensemble Kalman Filter. Nonlinear Process Geophys 12(3): 363-371.
    • (2005) Nonlinear Process Geophys , vol.12 , Issue.3 , pp. 363-371
    • Annan, J.D.1    Lunt, D.J.2    Hargreaves, J.C.3    Valdes, P.J.4
  • 4
    • 33646451978 scopus 로고    scopus 로고
    • Efficiently constraining climate sensitivity with ensembles of paleoclimate simulations
    • Annan JD, Hargreaves JC, Ohgaito R, Abe-Ouchi A, Emori S (2005c) Efficiently constraining climate sensitivity with ensembles of paleoclimate simulations. SOLA 1: 181-184.
    • (2005) Sola , vol.1 , pp. 181-184
    • Annan, J.D.1    Hargreaves, J.C.2    Ohgaito, R.3    Abe-Ouchi, A.4    Emori, S.5
  • 6
    • 34250217865 scopus 로고    scopus 로고
    • Results of PMIP2 coupled simulations of the Mid-Holocene and Last Glacial Maximum. Part 1. Experiments and large-scale features
    • Braconnot P, Otto-Bliesner B, Harrison S et al (2007) Results of PMIP2 coupled simulations of the Mid-Holocene and Last Glacial Maximum. Part 1. Experiments and large-scale features. Clim Past 3(2): 261-277.
    • (2007) Clim Past , vol.3 , Issue.2 , pp. 261-277
    • Braconnot, P.1    Otto-Bliesner, B.2    Harrison, S.3
  • 7
    • 0033044341 scopus 로고    scopus 로고
    • The impact of new land surface physics on the GCM simulation of climate and climate sensitivity
    • Cox PM, Betts RA, Bunton CB et al (1999) The impact of new land surface physics on the GCM simulation of climate and climate sensitivity. Clim Dyn 15(3): 183-203.
    • (1999) Clim Dyn , vol.15 , Issue.3 , pp. 183-203
    • Cox, P.M.1    Betts, R.A.2    Bunton, C.B.3
  • 9
    • 16344377940 scopus 로고    scopus 로고
    • Uncertainties due to transport-parameter sensitivity in an efficient 3-D ocean-climate model
    • Edwards NR, Marsh R (2005) Uncertainties due to transport-parameter sensitivity in an efficient 3-D ocean-climate model. Clim Dyn 24(4): 415-433.
    • (2005) Clim Dyn , vol.24 , Issue.4 , pp. 415-433
    • Edwards, N.R.1    Marsh, R.2
  • 10
    • 37049016660 scopus 로고    scopus 로고
    • Using the past to constrain the future: how the palaeorecord can improve estimates of global warming
    • Edwards TL, Crucifix M, Harrison SP (2007) Using the past to constrain the future: how the palaeorecord can improve estimates of global warming. Prog Phys Geogr 31(5): 481-500.
    • (2007) Prog Phys Geogr , vol.31 , Issue.5 , pp. 481-500
    • Edwards, T.L.1    Crucifix, M.2    Harrison, S.P.3
  • 11
    • 0034025893 scopus 로고    scopus 로고
    • The simulation of SST, sea ice extents and ocean heat transports in a version of the Hadley Centre coupled model without flux adjustments
    • Gordon C, Cooper C, Senior CA et al (2000) The simulation of SST, sea ice extents and ocean heat transports in a version of the Hadley Centre coupled model without flux adjustments. Clim Dyn 16(2): 147-168.
    • (2000) Clim Dyn , vol.16 , Issue.2 , pp. 147-168
    • Gordon, C.1    Cooper, C.2    Senior, C.A.3
  • 12
    • 0031779870 scopus 로고    scopus 로고
    • A new gravity-wave-drag scheme incorporating anisotropic orography and low-level wave breaking: impact upon the climate of the UK Meteorological Office Unified Model
    • Gregory D, Shutts GJ, Mitchell JR (1998) A new gravity-wave-drag scheme incorporating anisotropic orography and low-level wave breaking: impact upon the climate of the UK Meteorological Office Unified Model. Q J Royal Meteorol Soc 124(546): 463-493.
    • (1998) Q J Royal Meteorol Soc , vol.124 , Issue.546 , pp. 463-493
    • Gregory, D.1    Shutts, G.J.2    Mitchell, J.R.3
  • 13
    • 0344553327 scopus 로고    scopus 로고
    • Inverse analysis adjustment of the SOC air-sea flux climatology using ocean heat transport constraints
    • Grist JP, Josey SA (2003) Inverse analysis adjustment of the SOC air-sea flux climatology using ocean heat transport constraints. J Clim 16(20): 3274-3295.
    • (2003) J Clim , vol.16 , Issue.20 , pp. 3274-3295
    • Grist, J.P.1    Josey, S.A.2
  • 14
    • 0036689332 scopus 로고    scopus 로고
    • Assimilation of paleo-data in a simple Earth system model
    • Hargreaves JC, Annan JD (2002) Assimilation of paleo-data in a simple Earth system model. Clim Dyn 19(5-6): 371-381.
    • (2002) Clim Dyn , vol.19 , Issue.5-6 , pp. 371-381
    • Hargreaves, J.C.1    Annan, J.D.2
  • 15
    • 0025584973 scopus 로고
    • Seasonal-variation of cloud radiative forcing derived from the earth radiation budget experiment
    • Harrison EF, Minnis P, Barkstrom BR et al (1990) Seasonal-variation of cloud radiative forcing derived from the earth radiation budget experiment. J Geophys Res Atmos 95(D11): 18687-18703.
    • (1990) J Geophys Res Atmos , vol.95 , Issue.D11 , pp. 18687-18703
    • Harrison, E.F.1    Minnis, P.2    Barkstrom, B.R.3
  • 16
    • 0000196112 scopus 로고
    • Precipitation development in stratiform ice clouds-microphysical and dynamical study
    • Heymsfield AJ (1977) Precipitation development in stratiform ice clouds-microphysical and dynamical study. J Atmos Sci 34(2): 367-381.
    • (1977) J Atmos Sci , vol.34 , Issue.2 , pp. 367-381
    • Heymsfield, A.J.1
  • 17
    • 26444577102 scopus 로고    scopus 로고
    • Systematic optimisation and climate simulation of FAMOUS, a fast version of HadCM3
    • Jones C, Gregory J, Thorpe R et al (2005) Systematic optimisation and climate simulation of FAMOUS, a fast version of HadCM3. Clim Dyn 25(2-3): 189-204.
    • (2005) Clim Dyn , vol.25 , Issue.2-3 , pp. 189-204
    • Jones, C.1    Gregory, J.2    Thorpe, R.3
  • 18
    • 70549096873 scopus 로고    scopus 로고
    • Choosing the sample size of a computer experiment: a practical guide
    • Loeppky JL, Sacks J, Welch WJ (2009) Choosing the sample size of a computer experiment: a practical guide. Technometrics 51(4): 366-376.
    • (2009) Technometrics , vol.51 , Issue.4 , pp. 366-376
    • Loeppky, J.L.1    Sacks, J.2    Welch, W.J.3
  • 19
    • 34147171532 scopus 로고    scopus 로고
    • Atlantic meridional overturning circulation during the last glacial maximum
    • Lynch-Stieglitz J, Adkins JF, Curry WB et al (2007) Atlantic meridional overturning circulation during the last glacial maximum. Science 316(5821): 66-69.
    • (2007) Science , vol.316 , Issue.5821 , pp. 66-69
    • Lynch-Stieglitz, J.1    Adkins, J.F.2    Curry, W.B.3
  • 20
    • 65349152518 scopus 로고    scopus 로고
    • Constraints on the magnitude and patterns of ocean cooling at the Last Glacial Maximum
    • MARGO project members
    • MARGO project members (2009) Constraints on the magnitude and patterns of ocean cooling at the Last Glacial Maximum. Nat Geosci 2(2): 127-132.
    • (2009) Nat Geosci , vol.2 , Issue.2 , pp. 127-132
  • 21
    • 85043906446 scopus 로고
    • Latin hypercube sampling as a tool in uncertainty analysis of computer models
    • ACM Press, Arlington, Virginia
    • Mckay MD (1992) Latin hypercube sampling as a tool in uncertainty analysis of computer models. In: Proceedings of the 24th conference on winter simulation. ACM Press, Arlington, Virginia, pp 557-564.
    • (1992) Proceedings of the 24th conference on winter simulation , pp. 557-564
    • McKay, M.D.1
  • 22
    • 0018468345 scopus 로고
    • Comparison of 3 methods for selecting values of input variables in the analysis of output from a computer code
    • Mckay MD, Beckman RJ, Conover WJ (1979) Comparison of 3 methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 21(2): 239-245.
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 239-245
    • McKay, M.D.1    Beckman, R.J.2    Conover, W.J.3
  • 23
    • 1942435219 scopus 로고    scopus 로고
    • Collapse and rapid resumption of Atlantic meridional circulation linked to deglacial climate changes
    • McManus JF, Francois R, Gherardi JM, Keigwin LD, Brown-Leger S (2004) Collapse and rapid resumption of Atlantic meridional circulation linked to deglacial climate changes. Nature 428(6985): 834-837.
    • (2004) Nature , vol.428 , Issue.6985 , pp. 834-837
    • McManus, J.F.1    Francois, R.2    Gherardi, J.M.3    Keigwin, L.D.4    Brown-Leger, S.5
  • 24
    • 4043124611 scopus 로고    scopus 로고
    • Quantification of modelling uncertainties in a large ensemble of climate change simulations
    • Murphy JM, Sexton DMH, Barnett DN et al (2004) Quantification of modelling uncertainties in a large ensemble of climate change simulations. Nature 430(7001): 768-772.
    • (2004) Nature , vol.430 , Issue.7001 , pp. 768-772
    • Murphy, J.M.1    Sexton, D.M.H.2    Barnett, D.N.3
  • 25
    • 34547191081 scopus 로고    scopus 로고
    • A methodology for probabilistic predictions of regional climate change from perturbed physics ensembles
    • Murphy JM, Booth BB, Collins M et al (2007) A methodology for probabilistic predictions of regional climate change from perturbed physics ensembles. Philos Trans Royal Soc A Math Phys Eng Sci 365(1857): 1993-2028.
    • (2007) Philos Trans Royal Soc A Math Phys Eng Sci , vol.365 , Issue.1857 , pp. 1993-2028
    • Murphy, J.M.1    Booth, B.B.2    Collins, M.3
  • 26
    • 0033102436 scopus 로고    scopus 로고
    • Representing twentieth century space-time climate variability. Part 1. Development of a 1961-1990 mean monthly terrestrial climatology
    • New M, Hulme M, Jones P (1999) Representing twentieth century space-time climate variability. Part 1. Development of a 1961-1990 mean monthly terrestrial climatology. J Clim, pp 829-856.
    • (1999) J Clim , pp. 829-856
    • New, M.1    Hulme, M.2    Jones, P.3
  • 27
    • 1242294089 scopus 로고    scopus 로고
    • Global glacial isostasy and the surface of the ice-age earth: the ice-5G (VM2) model and grace
    • Peltier WR (2004) Global glacial isostasy and the surface of the ice-age earth: the ice-5G (VM2) model and grace. Annu Rev Earth Planet Sci 32: 111-149.
    • (2004) Annu Rev Earth Planet Sci , vol.32 , pp. 111-149
    • Peltier, W.R.1
  • 29
    • 33847615314 scopus 로고    scopus 로고
    • Probabilistic inference for future climate using an ensemble of climate model evaluations
    • Rougier J (2007) Probabilistic inference for future climate using an ensemble of climate model evaluations. Clim Change 81(3): 247-264.
    • (2007) Clim Change , vol.81 , Issue.3 , pp. 247-264
    • Rougier, J.1
  • 30
    • 67749118304 scopus 로고    scopus 로고
    • Analyzing the climate sensitivity of the HadSM3 climate model using ensembles from different but related experiments
    • Rougier J, Sexton DMH, Murphy JM, Stainforth D (2009) Analyzing the climate sensitivity of the HadSM3 climate model using ensembles from different but related experiments. J Clim 22(13): 3540-3557.
    • (2009) J Clim , vol.22 , Issue.13 , pp. 3540-3557
    • Rougier, J.1    Sexton, D.M.H.2    Murphy, J.M.3    Stainforth, D.4
  • 31
    • 33744775972 scopus 로고    scopus 로고
    • Climate sensitivity estimated from ensemble simulations of glacial climate
    • Schneider von Deimling T, Held H, Ganopolski A, Rahmstorf S (2006) Climate sensitivity estimated from ensemble simulations of glacial climate. Clim Dyn 27(2): 149-163.
    • (2006) Clim Dyn , vol.27 , Issue.2 , pp. 149-163
    • Schneider von deimling, T.1    Held, H.2    Ganopolski, A.3    Rahmstorf, S.4
  • 32
    • 0025204961 scopus 로고
    • A scheme for predicting layer clouds and their water-content in a general-circulation model
    • Smith RNB (1990) A scheme for predicting layer clouds and their water-content in a general-circulation model. Q J Royal Meteorol Soc 116(492): 435-460.
    • (1990) Q J Royal Meteorol Soc , vol.116 , Issue.492 , pp. 435-460
    • Smith, R.N.B.1
  • 34
    • 79952252931 scopus 로고    scopus 로고
    • A description of the FAMOUS (version XDBUA) climate model and control run
    • Smith RS, Gregory JM, Osprey A (2008) A description of the FAMOUS (version XDBUA) climate model and control run. Geosci Model Dev 1(1): 53-68.
    • (2008) Geosci Model Dev , vol.1 , Issue.1 , pp. 53-68
    • Smith, R.S.1    Gregory, J.M.2    Osprey, A.3
  • 35
    • 13444269104 scopus 로고    scopus 로고
    • Uncertainty in predictions of the climate response to rising levels of greenhouse gases
    • Stainforth DA, Aina T, Christensen C et al (2005) Uncertainty in predictions of the climate response to rising levels of greenhouse gases. Nature 433(7024): 403-406.
    • (2005) Nature , vol.433 , Issue.7024 , pp. 403-406
    • Stainforth, D.A.1    Aina, T.2    Christensen, C.3
  • 36
    • 0344553305 scopus 로고    scopus 로고
    • Data-Based Meridional Overturning Streamfunctions for the Global Ocean
    • Talley LD, Reid JL, Robbins PE (2003) Data-Based Meridional Overturning Streamfunctions for the Global Ocean. J Clim 16(19): 3213-3226.
    • (2003) J Clim , vol.16 , Issue.19 , pp. 3213-3226
    • Talley, L.D.1    Reid, J.L.2    Robbins, P.E.3
  • 37
    • 79960989515 scopus 로고    scopus 로고
    • UK Meteorological Office H C British Atmospheric Data Centre. Available from
    • UK Meteorological Office H C (2006) HadISST 1. 1-Global sea-ice coverage and SST (1870-Present). British Atmospheric Data Centre. Available from: http://badc. nerc. ac. uk/data/hadisst/.
    • (2006) HadISST 1. 1-Global sea-ice coverage and SST (1870-Present)
  • 38
    • 0030462665 scopus 로고    scopus 로고
    • Non-dimensional measures of climate model performance
    • Watterson IG (1996) Non-dimensional measures of climate model performance. Int J Climatol 16(4): 379-391.
    • (1996) Int J Climatol , vol.16 , Issue.4 , pp. 379-391
    • Watterson, I.G.1


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