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Volumn 40, Issue 1-2, 2013, Pages 245-272

A verification framework for interannual-to-decadal predictions experiments

(27)  Goddard, L a   Kumar, A b   Solomon, A c   Smith, D d   Boer, G e   Gonzalez, P a   Kharin, V e   Merryfield, W e   Deser, C f   Mason, S J a   Kirtman, B P g   Msadek, R b   Sutton, R h   Hawkins, E h   Fricker, T i   Hegerl, G j   Ferro, C A T i   Stephenson, D B i   Meehl, G A f   Stockdale, T k   more..


Author keywords

CMIP5; Decadal; Prediction; Uncertainty; Verification

Indexed keywords

AIR TEMPERATURE; ANNUAL VARIATION; CLIMATE CHANGE; DECADAL VARIATION; ENSEMBLE FORECASTING; HINDCASTING; UNCERTAINTY ANALYSIS; WEATHER FORECASTING;

EID: 84871928605     PISSN: 09307575     EISSN: 14320894     Source Type: Journal    
DOI: 10.1007/s00382-012-1481-2     Document Type: Article
Times cited : (274)

References (60)
  • 2
    • 77953519132 scopus 로고    scopus 로고
    • Verification of the first 11 years of IRI's seasonal climate forecasts
    • doi:10.1175/2009JAMC2325.1
    • Barnston AG, Li S, Mason SJ, DeWitt DG, Goddard L, Gong X (2010) Verification of the first 11 years of IRI's seasonal climate forecasts. J App Meteor Climatol 49(3): 493-520. doi: 10. 1175/2009JAMC2325. 1.
    • (2010) J App Meteor Climatol , vol.49 , Issue.3 , pp. 493-520
    • Barnston, A.G.1    Li, S.2    Mason, S.J.3    DeWitt, D.G.4    Goddard, L.5    Gong, X.6
  • 3
    • 4544334413 scopus 로고    scopus 로고
    • Long time-scale potential predictability in an ensemble of coupled climate models
    • Boer GJ (2004) Long time-scale potential predictability in an ensemble of coupled climate models. Clim Dyn 24: 29-44.
    • (2004) Clim Dyn , vol.24 , pp. 29-44
    • Boer, G.J.1
  • 4
    • 43549100458 scopus 로고    scopus 로고
    • Multi-model decadal potential predictability of precipitation and temperature
    • doi:10.1029/2008GL033234
    • Boer GJ, Lambert SJ (2008) Multi-model decadal potential predictability of precipitation and temperature. Geophys Res Lett 35: L05706. doi: 10. 1029/2008GL033234.
    • (2008) Geophys Res Lett , vol.35
    • Boer, G.J.1    Lambert, S.J.2
  • 5
    • 78650576963 scopus 로고    scopus 로고
    • Two limits of initial-value decadal predictability in a CGCM
    • Branstator G, Teng H (2010) Two limits of initial-value decadal predictability in a CGCM. J Clim 23: 6292-6311.
    • (2010) J Clim , vol.23 , pp. 6292-6311
    • Branstator, G.1    Teng, H.2
  • 6
    • 33750606092 scopus 로고    scopus 로고
    • Uncertainty estimates in regional and global observed temperature changes: a new data set from 1850
    • doi:10.1029/2005JD006548
    • Brohan P, Kennedy JJ, Harris I, Tett SFB, Jones PD (2006) Uncertainty estimates in regional and global observed temperature changes: a new data set from 1850. J Geophys Res 111: D12106. doi: 10. 1029/2005JD006548.
    • (2006) J Geophys Res , vol.111
    • Brohan, P.1    Kennedy, J.J.2    Harris, I.3    Tett, S.F.B.4    Jones, P.D.5
  • 7
    • 33646352202 scopus 로고    scopus 로고
    • Interannual to decadal climate predictability in the North Atlantic: a multi model-ensemble study
    • Collins M et al (2006) Interannual to decadal climate predictability in the North Atlantic: a multi model-ensemble study. J Clim 19: 1195-1203.
    • (2006) J Clim , vol.19 , pp. 1195-1203
    • Collins, M.1
  • 8
    • 78149407114 scopus 로고    scopus 로고
    • Climate model errors, feedbacks and forcing: a comparison of perturbed physics and multi-model ensembles
    • doi:10.1007/s00382-101-0808-0
    • Collins M, Booth BBB, Bhaskaran B, Harris GR, Murphy JM, Sexton DMH, Webb MJ (2010) Climate model errors, feedbacks and forcing: a comparison of perturbed physics and multi-model ensembles. Clim Dyn. doi: 10. 1007/s00382-101-0808-0.
    • (2010) Clim Dyn
    • Collins, M.1    Booth, B.B.B.2    Bhaskaran, B.3    Harris, G.R.4    Murphy, J.M.5    Sexton, D.M.H.6    Webb, M.J.7
  • 9
    • 48249094305 scopus 로고    scopus 로고
    • Role of atmospheric adjustments in the tropical Indian Ocean warming during the 20th century in climate models
    • doi:10.1029/2008GL033631
    • Du Y, Xie S-P (2008) Role of atmospheric adjustments in the tropical Indian Ocean warming during the 20th century in climate models. Geophys Res Lett 35: L08712. doi: 10. 1029/2008GL033631.
    • (2008) Geophys Res Lett , vol.35
    • Du, Y.1    Xie, S.-P.2
  • 10
    • 0242410711 scopus 로고    scopus 로고
    • Oceanic forcing of Sahel rainfall on interannual to interdecadal timescales
    • Giannini A, Saravanan R, Chang P (2003) Oceanic forcing of Sahel rainfall on interannual to interdecadal timescales. Science 302: 1027-1030.
    • (2003) Science , vol.302 , pp. 1027-1030
    • Giannini, A.1    Saravanan, R.2    Chang, P.3
  • 11
    • 33947274775 scopus 로고    scopus 로고
    • Strictly proper scoring rules, prediction, and estimation
    • doi:10.1198/016214506000001437
    • Gneiting T, Raftery AE (2007) Strictly proper scoring rules, prediction, and estimation. J Amer Stat Assoc 102: 359-378. doi: 10. 1198/016214506000001437.
    • (2007) J Amer Stat Assoc , vol.102 , pp. 359-378
    • Gneiting, T.1    Raftery, A.E.2
  • 12
    • 0242267725 scopus 로고    scopus 로고
    • Evaluation of the IRI's "net assessment" seasonal climate forecasts: 1997-2001
    • Goddard L, Barnston AG, Mason SJ (2003) Evaluation of the IRI's "net assessment" seasonal climate forecasts: 1997-2001. Bull Amer Meteor Soc 84: 1761-1781.
    • (2003) Bull Amer Meteor Soc , vol.84 , pp. 1761-1781
    • Goddard, L.1    Barnston, A.G.2    Mason, S.J.3
  • 13
    • 11844301560 scopus 로고    scopus 로고
    • El Nino: catastrophe or opportunity
    • Goddard L, Dilley M (2005) El Nino: catastrophe or opportunity. J Clim 18: 651-665.
    • (2005) J Clim , vol.18 , pp. 651-665
    • Goddard, L.1    Dilley, M.2
  • 15
    • 0035919625 scopus 로고    scopus 로고
    • The recent increase in Atlantic hurricane activity: causes and implications
    • Goldenberg SB, Landsea CW, Mestas-Nuñez AM, Gray WM (2001) The recent increase in Atlantic hurricane activity: causes and implications. Science 293: 474-479.
    • (2001) Science , vol.293 , pp. 474-479
    • Goldenberg, S.B.1    Landsea, C.W.2    Mestas-Nuñez, A.M.3    Gray, W.M.4
  • 16
    • 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 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: 147-168.
    • (2000) Clim Dyn , vol.16 , pp. 147-168
    • Gordon, C.1
  • 18
    • 0030621009 scopus 로고    scopus 로고
    • Predictability of North Atlantic multidecadal climate variability
    • Griffies SM, Bryan K (1997) Predictability of North Atlantic multidecadal climate variability. Science 275: 181-184.
    • (1997) Science , vol.275 , pp. 181-184
    • Griffies, S.M.1    Bryan, K.2
  • 19
    • 18544371178 scopus 로고    scopus 로고
    • The rationale behind the success of multi-model ensembles in seasonal forecasting-I
    • doi: 10. 1111/j. 1600-0870. 2005. 00103. x
    • Hagedorn R, Doblas-Reyes FJ, Palmer TN (2005) The rationale behind the success of multi-model ensembles in seasonal forecasting-I. Basic concept. Tellus A 57: 219-233. doi: 10. 1111/j. 1600-0870. 2005. 00103. x.
    • (2005) Basic concept. Tellus A , vol.57 , pp. 219-233
    • Hagedorn, R.1    Doblas-Reyes, F.J.2    Palmer, T.N.3
  • 20
    • 84860680392 scopus 로고    scopus 로고
    • ICPO (International CLIVAR Project Office), January. International CLIVAR Project Office, CLIVAR Publication Series No. 150, Available from
    • ICPO (International CLIVAR Project Office) (2011) Decadal and bias correction for decadal climate predictions. January. International CLIVAR Project Office, CLIVAR Publication Series No. 150, 6 pp. Available from http://eprints. soton. ac. uk/171975/1/150_Bias_Correction. pdf.
    • (2011) Decadal and bias correction for decadal climate predictions , pp. 6
  • 21
    • 68249149282 scopus 로고    scopus 로고
    • On the reliability and calibration of ensemble forecasts
    • Johnson C, Bowler N (2009) On the reliability and calibration of ensemble forecasts. Mon Wea Rev 137: 1717-1720.
    • (2009) Mon Wea Rev , vol.137 , pp. 1717-1720
    • Johnson, C.1    Bowler, N.2
  • 22
    • 43049138035 scopus 로고    scopus 로고
    • Advancing decadal-scale climate prediction in the North Atlantic sector
    • doi: 10. 1038/nature06921
    • Keenlyside NS, Latif M, Jungclaus J, Kornblueh L, Roeckner E (2008) Advancing decadal-scale climate prediction in the North Atlantic sector. Nature 453: 84-88. doi: 10. 1038/nature06921.
    • (2008) Nature , vol.453 , pp. 84-88
    • Keenlyside, N.S.1    Latif, M.2    Jungclaus, J.3    Kornblueh, L.4    Roeckner, E.5
  • 24
    • 28944441534 scopus 로고    scopus 로고
    • A signature of persistent natural thermohaline circulation cycles in observed climate
    • doi: 10. 1029/2005GL024233
    • Knight JR, Allan RJ, Folland CK, Vellinga M, Mann ME (2005) A signature of persistent natural thermohaline circulation cycles in observed climate. Geophys Res Lett 32: L20708. doi: 10. 1029/2005GL024233.
    • (2005) Geophys Res Lett , vol.32
    • Knight, J.R.1    Allan, R.J.2    Folland, C.K.3    Vellinga, M.4    Mann, M.E.5
  • 25
    • 70350337843 scopus 로고    scopus 로고
    • Finite samples and uncertainty estimates for skill measures for seasonal predictions
    • Kumar A (2009) Finite samples and uncertainty estimates for skill measures for seasonal predictions. Mon Wea Rev 137: 2622-2631.
    • (2009) Mon Wea Rev , vol.137 , pp. 2622-2631
    • Kumar, A.1
  • 27
    • 0021037440 scopus 로고
    • Statistical field significance and its determination by Monte Carlo methods
    • Livezey RE, Chen WY (1983) Statistical field significance and its determination by Monte Carlo methods. Mon Weather Rev 111: 46-59.
    • (1983) Mon Weather Rev , vol.111 , pp. 46-59
    • Livezey, R.E.1    Chen, W.Y.2
  • 28
    • 60749088841 scopus 로고    scopus 로고
    • The mid-1970s climate shift in the Pacific and the relative roles of forced versus inherent decadal variability
    • Meehl GA, Hu A, Santer BD (2009) The mid-1970s climate shift in the Pacific and the relative roles of forced versus inherent decadal variability. J Clim 22: 780-792.
    • (2009) J Clim , vol.22 , pp. 780-792
    • Meehl, G.A.1    Hu, A.2    Santer, B.D.3
  • 29
    • 77954358343 scopus 로고    scopus 로고
    • Decadal prediction in the Pacific region
    • Meehl GA, Hu A, Tebaldi C (2010) Decadal prediction in the Pacific region. J Clim 23: 2959-2973.
    • (2010) J Clim , vol.23 , pp. 2959-2973
    • Meehl, G.A.1    Hu, A.2    Tebaldi, C.3
  • 30
    • 84880253440 scopus 로고    scopus 로고
    • Decadal climate prediction: an update from the trenches
    • (Submitted)
    • Meehl GA et al. (2012) Decadal climate prediction: an update from the trenches. Bull Amer Meteorol Soc. (Submitted).
    • (2012) Bull Amer Meteorol Soc
    • Meehl, G.A.1
  • 32
    • 77958478048 scopus 로고    scopus 로고
    • Assessing the predictability of the Atlantic meridional overturning circulation and associated fingerprints
    • doi: 10. 1029/2010GL044517
    • Msadek R, Dixon KW, Delworth TL, Hurlin W (2010) Assessing the predictability of the Atlantic meridional overturning circulation and associated fingerprints. Geophys Res Lett: 37. doi: 10. 1029/2010GL044517.
    • (2010) Geophys Res Lett , vol.37
    • Msadek, R.1    Dixon, K.W.2    Delworth, T.L.3    Hurlin, W.4
  • 33
    • 0024145684 scopus 로고
    • Skill scores based on the mean squared error and their relationships to the correlation coefficient
    • Murphy AH (1988) Skill scores based on the mean squared error and their relationships to the correlation coefficient. Mon Wea Rev 116: 2417-2424.
    • (1988) Mon Wea Rev , vol.116 , pp. 2417-2424
    • Murphy, A.H.1
  • 34
    • 0003812472 scopus 로고    scopus 로고
    • NRC, Washington, DC: The National Academies Press
    • NRC (1999) Adequacy of climate observing systems. The National Academies Press, Washington, DC, p 66.
    • (1999) Adequacy of Climate Observing Systems , pp. 66
  • 37
    • 21144466681 scopus 로고
    • On the interannual variability of arctic sea-level pressure and sea ice
    • Power SB, Mysak LA (1992) On the interannual variability of arctic sea-level pressure and sea ice. Atmos Ocean 30: 551-577.
    • (1992) Atmos Ocean , vol.30 , pp. 551-577
    • Power, S.B.1    Mysak, L.A.2
  • 38
    • 79953792298 scopus 로고    scopus 로고
    • How much should climate model output be smoothed in space?
    • Räisänen J, Ylhäisi JS (2011) How much should climate model output be smoothed in space? J Clim 24: 867-880.
    • (2011) J Clim , vol.24 , pp. 867-880
    • Räisänen, J.1    Ylhäisi, J.S.2
  • 39
    • 0742305193 scopus 로고    scopus 로고
    • Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century
    • doi: 10. 1029/2002JD002670
    • Rayner NA, Parker DE, Horton EB, Folland CK, Alexander LV, Rowell DP, Kent EC, Kaplan A (2003) Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J Geophys Res 108: 4407. doi: 10. 1029/2002JD002670.
    • (2003) J Geophys Res , vol.108 , pp. 4407
    • Rayner, N.A.1    Parker, D.E.2    Horton, E.B.3    Folland, C.K.4    Alexander, L.V.5    Rowell, D.P.6    Kent, E.C.7    Kaplan, A.8
  • 40
    • 11844296090 scopus 로고    scopus 로고
    • Improved combination of multiple atmospheric GCM ensembles for seasonal prediction
    • Robertson AW, Lall U, Zebiak SE, Goddard L (2004) Improved combination of multiple atmospheric GCM ensembles for seasonal prediction. Mon Wea Rev 132: 2732-2744.
    • (2004) Mon Wea Rev , vol.132 , pp. 2732-2744
    • Robertson, A.W.1    Lall, U.2    Zebiak, S.E.3    Goddard, L.4
  • 41
    • 84864683275 scopus 로고    scopus 로고
    • Causes of the rapid warming of the North Atlantic Ocean in the mid-1990s
    • doi: 10. 1175/JCLI-D-11-00443. 1
    • Robson J, Sutton R, Lohmann K, Smith D, Palmer MD (2012) Causes of the rapid warming of the North Atlantic Ocean in the mid-1990s. J Clim 25: 4116-4134. doi: 10. 1175/JCLI-D-11-00443. 1.
    • (2012) J Clim , vol.25 , pp. 4116-4134
    • Robson, J.1    Sutton, R.2    Lohmann, K.3    Smith, D.4    Palmer, M.D.5
  • 44
    • 34547855836 scopus 로고    scopus 로고
    • An objective ocean temperature and salinity analysis using covariances from a global climate model
    • doi:10.1029/2005JC003172
    • Smith DM, Murphy JM (2007) An objective ocean temperature and salinity analysis using covariances from a global climate model. J Geophys Res 112: C02022. doi: 10. 1029/2005JC003172.
    • (2007) J Geophys Res , vol.112
    • Smith, D.M.1    Murphy, J.M.2
  • 45
    • 34547903564 scopus 로고    scopus 로고
    • Improved surface temperature prediction for the coming decade from a global circulation model
    • Smith D, Cusack S, Colman A, Folland C, Harris G, Murphy J (2007) Improved surface temperature prediction for the coming decade from a global circulation model. Science 317: 796-799.
    • (2007) Science , vol.317 , pp. 796-799
    • Smith, D.1    Cusack, S.2    Colman, A.3    Folland, C.4    Harris, G.5    Murphy, J.6
  • 46
    • 45349109008 scopus 로고    scopus 로고
    • Improvements to NOAA's historical merged land-ocean surface temperature analysis (1880-2006)
    • Smith TM, Reynolds RW, Peterson TC, Lawrimore J (2008) Improvements to NOAA's historical merged land-ocean surface temperature analysis (1880-2006). J Clim 21: 2283-2296.
    • (2008) J Clim , vol.21 , pp. 2283-2296
    • Smith, T.M.1    Reynolds, R.W.2    Peterson, T.C.3    Lawrimore, J.4
  • 48
    • 18544370386 scopus 로고    scopus 로고
    • Forecast assimilation: a unified framework for the combination of multi-model weather and climate predictions
    • doi:10.1111/j.1600-0870.2005.00110.x
    • Stephenson DB, Coelho CAS, Doblas-Reyes FJ, Balmaseda M (2005) Forecast assimilation: a unified framework for the combination of multi-model weather and climate predictions. Tellus A 57: 253-264. doi: 10. 1111/j. 1600-0870. 2005. 00110. x.
    • (2005) Tellus A , vol.57 , pp. 253-264
    • Stephenson, D.B.1    Coelho, C.A.S.2    Doblas-Reyes, F.J.3    Balmaseda, M.4
  • 49
    • 0001112454 scopus 로고    scopus 로고
    • Coupled ocean-atmosphere forecasts in the presence of climate drift
    • Stockdale TN (1997) Coupled ocean-atmosphere forecasts in the presence of climate drift. Mon Wea Rev 125: 809-818.
    • (1997) Mon Wea Rev , vol.125 , pp. 809-818
    • Stockdale, T.N.1
  • 50
    • 3543035199 scopus 로고    scopus 로고
    • An off-line, numerically efficient initialization scheme in an oceanic general circulation model for El Nino-Southern Oscillation prediction
    • doi:10.1029/2003JC002159
    • Tang Y, Kleeman R, Moore AM, Vialard J, Weaver A (2004) An off-line, numerically efficient initialization scheme in an oceanic general circulation model for El Nino-Southern Oscillation prediction. J Geophys Res 109: C05014. doi: 10. 1029/2003JC002159.
    • (2004) J Geophys Res , vol.109
    • Tang, Y.1    Kleeman, R.2    Moore, A.M.3    Vialard, J.4    Weaver, A.5
  • 51
    • 84860684669 scopus 로고    scopus 로고
    • An overview of CMIP5 and the experiment design
    • doi: 10. 1175/BAMS-D-11-00094. 1
    • Taylor KE, Stouffer RJ, Meehl GA (2012) An overview of CMIP5 and the experiment design. Bull Amer Meteorol Soc 92: 485-498. doi: 10. 1175/BAMS-D-11-00094. 1.
    • (2012) Bull Amer Meteorol Soc , vol.92 , pp. 485-498
    • Taylor, K.E.1    Stouffer, R.J.2    Meehl, G.A.3
  • 52
    • 83755195419 scopus 로고    scopus 로고
    • Predictability of the Atlantic overturning circulation and associated surface patterns in two CCSM3 climate change ensemble experiments
    • doi: 10. 1175/2011JCLI4207. 1
    • Teng H, Branstator G, Meehl GA (2011) Predictability of the Atlantic overturning circulation and associated surface patterns in two CCSM3 climate change ensemble experiments. J Clim 24: 6054-6076. doi: 10. 1175/2011JCLI4207. 1.
    • (2011) J Clim , vol.24 , pp. 6054-6076
    • Teng, H.1    Branstator, G.2    Meehl, G.A.3
  • 53
    • 77957114318 scopus 로고    scopus 로고
    • An abrupt drop in Northern Hemisphere sea surface temperature around 1970
    • doi: 10. 1038/nature09394
    • Thompson DWJ, Wallace JM, Kennedy JJ, Jones PD (2010) An abrupt drop in Northern Hemisphere sea surface temperature around 1970. Nature 467: 444-447. doi: 10. 1038/nature09394.
    • (2010) Nature , vol.467 , pp. 444-447
    • Thompson, D.W.J.1    Wallace, J.M.2    Kennedy, J.J.3    Jones, P.D.4
  • 54
    • 64049109357 scopus 로고    scopus 로고
    • Forced and internal 20th century SST trends in the North Atlantic
    • doi: 10. 1175/2008JCLI2561. 1
    • Ting M, Kushnir Y, Seager R, Li C (2009) Forced and internal 20th century SST trends in the North Atlantic. J Clim 22(6): 1469-1481. doi: 10. 1175/2008JCLI2561. 1.
    • (2009) J Clim , vol.22 , Issue.6 , pp. 1469-1481
    • Ting, M.1    Kushnir, Y.2    Seager, R.3    Li, C.4
  • 55
    • 22944441591 scopus 로고    scopus 로고
    • Statistical-dynamical seasonal forecasts of Central Southwest Asia winter precipitation
    • Tippett MK, Goddard L, Barnston AG (2005) Statistical-dynamical seasonal forecasts of Central Southwest Asia winter precipitation. J Clim 18: 1831-1843.
    • (2005) J Clim , vol.18 , pp. 1831-1843
    • Tippett, M.K.1    Goddard, L.2    Barnston, A.G.3
  • 56
    • 0028580006 scopus 로고
    • Decadal atmosphere-ocean variations in the Pacific
    • Trenberth KE, Hurrell JW (1994) Decadal atmosphere-ocean variations in the Pacific. Clim Dyn 9: 303-319.
    • (1994) Clim Dyn , vol.9 , pp. 303-319
    • Trenberth, K.E.1    Hurrell, J.W.2
  • 59
    • 77955561642 scopus 로고    scopus 로고
    • An assessment of the CFS real-time seasonal forecasts
    • Wang W, Chen M, Kumar A (2010) An assessment of the CFS real-time seasonal forecasts. Wea Fcsting 25: 950-969.
    • (2010) Wea Fcsting , vol.25 , pp. 950-969
    • Wang, W.1    Chen, M.2    Kumar, A.3
  • 60
    • 33845622400 scopus 로고    scopus 로고
    • Impact of Atlantic multidecadal oscillations on India/Sahel rainfall and Atlantic hurricanes
    • doi: 10. 1029/2006GL026267
    • Zhang R, Delworth TL (2006) Impact of Atlantic multidecadal oscillations on India/Sahel rainfall and Atlantic hurricanes. Geophys Res Lett 33: L17712. doi: 10. 1029/2006GL026267.
    • (2006) Geophys Res Lett , vol.33
    • Zhang, R.1    Delworth, T.L.2


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