메뉴 건너뛰기




Volumn 45, Issue 5-6, 2015, Pages 1415-1427

Coupled atmosphere–ocean data assimilation experiments with a low-order model and CMIP5 model data

Author keywords

Atlantic meridional overturning circulation; Cost effective; Coupled atmosphere ocean data assimilation; Estimation

Indexed keywords

ATMOSPHERE-OCEAN COUPLING; CLIMATE MODELING; DATA ASSIMILATION; ENSEMBLE FORECASTING; ESTIMATION METHOD; KALMAN FILTER; MERIDIONAL CIRCULATION; OVERTURN;

EID: 84940718139     PISSN: 09307575     EISSN: 14320894     Source Type: Journal    
DOI: 10.1007/s00382-014-2390-3     Document Type: Article
Times cited : (28)

References (62)
  • 1
    • 77049083098 scopus 로고
    • Atlantic air-sea interaction
    • Landsberg HE, Mieghem J, (eds), 10, Academic Press, New York
    • Bjerknes J (1964) Atlantic air-sea interaction. In: Landsberg HE, van Mieghem J (eds) Advances in geophysics, vol 10. Academic Press, New York, pp 1–82
    • (1964) Advances in geophysics , pp. 1-82
    • Bjerknes, J.1
  • 2
    • 79952251219 scopus 로고    scopus 로고
    • Decadal potential predictability of twenty-first century climate
    • Boer GJ (2011) Decadal potential predictability of twenty-first century climate. Clim Dyn 36:1119–1133. doi:10.1007/s00382-010-0747-9
    • (2011) Clim Dyn , vol.36 , pp. 1119-1133
    • Boer, G.J.1
  • 3
    • 0032738634 scopus 로고    scopus 로고
    • The effective number of spatial degrees of freedom in a time-varying field
    • Bretherton CS, Widmann M, Dymnikov VP, Wallace JM, Bladé I (1999) The effective number of spatial degrees of freedom in a time-varying field. J Clim 12:1990–2009
    • (1999) J Clim , vol.12 , pp. 1990-2009
    • Bretherton, C.S.1    Widmann, M.2    Dymnikov, V.P.3    Wallace, J.M.4    Bladé, I.5
  • 4
    • 84899057079 scopus 로고    scopus 로고
    • Full-field and anomaly initialization using a low-order climate model: a comparison and proposals for advanced formulations
    • Carassi W, Weber RJT, Guémas V, Doblas-Reyes FJ, Asif M, Volpi D (2014) Full-field and anomaly initialization using a low-order climate model: a comparison and proposals for advanced formulations. Nonlinear Process Geophys 21:521–537. doi:10.5194/npg-21-521-2014
    • (2014) Nonlinear Process Geophys , vol.21 , pp. 521-537
    • Carassi, W.1    Weber, R.J.T.2    Guémas, V.3    Doblas-Reyes, F.J.4    Asif, M.5    Volpi, D.6
  • 5
    • 84871374754 scopus 로고    scopus 로고
    • Storm-track activity in IPCC AR4/CMIP3 model simulations
    • Chang EKM, Guo Y, Xia X, Zheng M (2013) Storm-track activity in IPCC AR4/CMIP3 model simulations. J Clim 26:246–260. doi:10.1175/JCLI-D-11-00707.1
    • (2013) J Clim , vol.26 , pp. 246-260
    • Chang, E.K.M.1    Guo, Y.2    Xia, X.3    Zheng, M.4
  • 6
    • 84884246009 scopus 로고    scopus 로고
    • Atlantic meridional overturning circulation (AMOC) in CMIP5 models: RCP and historical simulations
    • Cheng W, Chiang JCH, Zhang D (2013) Atlantic meridional overturning circulation (AMOC) in CMIP5 models: RCP and historical simulations. J Clim 26:7187–7197. doi:10.1175/JCLI-D-12-00496.1
    • (2013) J Clim , vol.26 , pp. 7187-7197
    • Cheng, W.1    Chiang, J.C.H.2    Zhang, D.3
  • 9
    • 19744379173 scopus 로고    scopus 로고
    • Toward the assimilation of time-averaged observations
    • Dirren S, Hakim GJ (2005) Toward the assimilation of time-averaged observations. Geophys Res Lett 32:L04804. doi:10.1029/2004GL021444
    • (2005) Geophys Res Lett , vol.32 , pp. L04804
    • Dirren, S.1    Hakim, G.J.2
  • 10
    • 80054809984 scopus 로고    scopus 로고
    • Decadal climate prediction with the European Centre for Medium-Range Weather Forecasts coupled forecast system: impact of ocean observations
    • Doblas-Reyes FJ, Balmaseda MA, Weisheimer A, Palmer TA (2011) Decadal climate prediction with the European Centre for Medium-Range Weather Forecasts coupled forecast system: impact of ocean observations. J Geophys Res 116:D19111. doi:10.1029/2010JD015394
    • (2011) J Geophys Res , vol.116 , pp. D19111
    • Doblas-Reyes, F.J.1    Balmaseda, M.A.2    Weisheimer, A.3    Palmer, T.A.4
  • 12
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble Kalman filter: theoretical formulation and practical implementation
    • Evensen G (2003) The ensemble Kalman filter: theoretical formulation and practical implementation. Ocean Dyn 53:343–367
    • (2003) Ocean Dyn , vol.53 , pp. 343-367
    • Evensen, G.1
  • 13
    • 84877922065 scopus 로고    scopus 로고
    • Meridional energy transport in the coupled atmosphere–ocean system: compensation and partitioning
    • Farnetti R, Vallis GK (2013) Meridional energy transport in the coupled atmosphere–ocean system: compensation and partitioning. J Clim 26:7151–7166. doi:10.1175/JCLI-D-12-00133.1
    • (2013) J Clim , vol.26 , pp. 7151-7166
    • Farnetti, R.1    Vallis, G.K.2
  • 14
    • 84904784863 scopus 로고    scopus 로고
    • A posteriori adjustment of near-term climate predictions: accounting for the drift dependence on the initial conditions
    • Fučkar NS, Volpi D, Guémas V, Doblas-Reyes FJ (2014) A posteriori adjustment of near-term climate predictions: accounting for the drift dependence on the initial conditions. Geophys Res Lett 41:5200–5207. doi:10.1002/2014GL060815
    • (2014) Geophys Res Lett , vol.41 , pp. 52005207
    • Fučkar, N.S.1    Volpi, D.2    Guémas, V.3    Doblas-Reyes, F.J.4
  • 17
    • 84890236690 scopus 로고    scopus 로고
    • Error covariance estimation for coupled data assimilation using a Lorenz atmosphere and a simple pycnocline ocean model
    • Han G, Wu X, Zhang S, Liu Z, Li W (2013) Error covariance estimation for coupled data assimilation using a Lorenz atmosphere and a simple pycnocline ocean model. J Clim 26:10,218–10,231. doi:10.1175/JCLI-D-13-00236.1
    • (2013) J Clim , vol.26 , pp. 218-231
    • Han, G.1    Wu, X.2    Zhang, S.3    Liu, Z.4    Li, W.5
  • 19
    • 84922848926 scopus 로고    scopus 로고
    • A novel transport assimilation method for the Atlantic meridional overturning circulation at 26°N
    • Hermanson L, Dunstone N, Haines K, Robson J, Smith D, Sutton R (2014) A novel transport assimilation method for the Atlantic meridional overturning circulation at 26°N. Q J R Meteor Soc. doi:10.1002/qj.2321
    • (2014) Q J R Meteor Soc
    • Hermanson, L.1    Dunstone, N.2    Haines, K.3    Robson, J.4    Smith, D.5    Sutton, R.6
  • 20
    • 84857441018 scopus 로고    scopus 로고
    • Fingerprinting of the Atlantic meridional overturning circulation in climate models to aid in the design of proxy investigations
    • Heslop D, Paul A (2012) Fingerprinting of the Atlantic meridional overturning circulation in climate models to aid in the design of proxy investigations. Clim Dyn 38:1047–1064. doi:10.1007/s00382-011-1042-0
    • (2012) Clim Dyn , vol.38 , pp. 1047-1064
    • Heslop, D.1    Paul, A.2
  • 21
    • 0035129828 scopus 로고    scopus 로고
    • A sequential ensemble Kalman filter for atmospheric data assimilation
    • Houtekamer PL, Mitchell HL (2001) A sequential ensemble Kalman filter for atmospheric data assimilation. Mon Weather Rev 129:123–137
    • (2001) Mon Weather Rev , vol.129 , pp. 123-137
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 22
    • 77958153127 scopus 로고    scopus 로고
    • Assimilation of time-averaged observations in a quasi-geostrophic atmospheric jet model
    • Huntley HS, Hakim GJ (2010) Assimilation of time-averaged observations in a quasi-geostrophic atmospheric jet model. Clim Dyn 35:995–1009. doi:10.1007/s00382-009-0714-5
    • (2010) Clim Dyn , vol.35 , pp. 995-1009
    • Huntley, H.S.1    Hakim, G.J.2
  • 23
    • 43049138035 scopus 로고    scopus 로고
    • Advancing decadal-scale climate prediction in the North Atlantic sector
    • Keenlyside N, Latif M, Jungclaus J, Kornblueh L, Roeckner E (2008) Advancing decadal-scale climate prediction in the North Atlantic sector. Nature 453:84–88
    • (2008) Nature , vol.453 , pp. 84-88
    • Keenlyside, N.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
    • 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:L020708
    • (2005) Geophys Res Lett , vol.32 , pp. L020708
    • Knight, J.R.1    Allan, R.J.2    Folland, C.K.3    Vellinga, M.4    Mann, M.E.5
  • 25
    • 79960328532 scopus 로고    scopus 로고
    • A perspective on decadal climate variability and predictability
    • Latif M, Keenlyside NS (2011) A perspective on decadal climate variability and predictability. Deep-Sea Res II 58:1880–1894
    • (2011) Deep-Sea Res II , vol.58 , pp. 1880-1894
    • Latif, M.1    Keenlyside, N.S.2
  • 27
    • 84977728137 scopus 로고
    • Irregularity. A fundamental property of the atmosphere
    • Lorenz EN (1984) Irregularity. A fundamental property of the atmosphere. Tellus 36A:98–110
    • (1984) Tellus , vol.36A , pp. 98-110
    • Lorenz, E.N.1
  • 28
    • 84870049578 scopus 로고    scopus 로고
    • Two tales of initializing decadal climate prediction experiments with the ECHAM/MPI-OM model
    • Matei D, Pohlmann H, Jungclaus JH, Muller WA, Haak H, Marotzke J (2012) Two tales of initializing decadal climate prediction experiments with the ECHAM/MPI-OM model. J Clim 25:8502–8523. doi:10.1175/JCLI-D-11-00633
    • (2012) J Clim , vol.25 , pp. 8502-8523
    • Matei, D.1    Pohlmann, H.2    Jungclaus, J.H.3    Muller, W.A.4    Haak, H.5    Marotzke, J.6
  • 29
    • 84870615190 scopus 로고    scopus 로고
    • Case studies for initialized decadal hindcasts and predictions for the Pacific region
    • Meehl GA, Teng H (2012) Case studies for initialized decadal hindcasts and predictions for the Pacific region. Geophys Res Lett 39:L22705. doi:10.1029/2012GL053423
    • (2012) Geophys Res Lett , vol.39 , pp. L22705
    • Meehl, G.A.1    Teng, H.2
  • 31
    • 84886580709 scopus 로고    scopus 로고
    • Optimal adjustment of the atmospheric forcing parameters of ocean models using sea surface temperature data assimilation
    • Meinville M, Brankart JM, Brasseur P, Barnier B, Dussin R, Verron J (2013) Optimal adjustment of the atmospheric forcing parameters of ocean models using sea surface temperature data assimilation. Ocean Sci 9:867–883. doi:10.5194/os-9-867-2013
    • (2013) Ocean Sci , vol.9 , pp. 867-883
    • Meinville, M.1    Brankart, J.M.2    Brasseur, P.3    Barnier, B.4    Dussin, R.5    Verron, J.6
  • 32
    • 76749132896 scopus 로고    scopus 로고
    • Seasonal climate modeling over the Indian Ocean by employing a 4D-VAR coupled data assimilation approach
    • Mochizuki T, Sugiura N, Awaji T, Toyoda T (2009) Seasonal climate modeling over the Indian Ocean by employing a 4D-VAR coupled data assimilation approach. J Geophys Res 114:C11003. doi:10.1029/2008JC005208
    • (2009) J Geophys Res , vol.114 , pp. C11003
    • Mochizuki, T.1    Sugiura, N.2    Awaji, T.3    Toyoda, T.4
  • 34
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models. Part I: a discussion of principles
    • Nash J, Sutcliffe J (1970) River flow forecasting through conceptual models. Part I: a discussion of principles. J Hydrol 10:282–290
    • (1970) J Hydrol , vol.10 , pp. 282-290
    • Nash, J.1    Sutcliffe, J.2
  • 35
    • 0037107227 scopus 로고    scopus 로고
    • Assimilation of surface velocity data into a primitive equation coastal ocean model
    • Oke PR, Allen JS, Miller RN, Egbert GD, Kosro PM (2002) Assimilation of surface velocity data into a primitive equation coastal ocean model. J Geophys Res 107(C9):3122. doi:10.1029/2000JC000511
    • (2002) J Geophys Res , vol.107 , Issue.C9 , pp. 3122
    • Oke, P.R.1    Allen, J.S.2    Miller, R.N.3    Egbert, G.D.4    Kosro, P.M.5
  • 36
    • 33847251958 scopus 로고    scopus 로고
    • Ensemble data assimilation for an eddy-resolving ocean model of the Australian region
    • Oke PR, Schiller A, Griffin DA, Brassington GB (2005) Ensemble data assimilation for an eddy-resolving ocean model of the Australian region. Q J R Meteor Soc 131:3301–3311. doi:10.1256/qj.05.95
    • (2005) Q J R Meteor Soc , vol.131 , pp. 3301-3311
    • Oke, P.R.1    Schiller, A.2    Griffin, D.A.3    Brassington, G.B.4
  • 37
    • 33847294302 scopus 로고    scopus 로고
    • Impacts of localisation in the EnKF and EnOI: experiments with a small model
    • Oke PR, Sakov P, Corney SP (2007) Impacts of localisation in the EnKF and EnOI: experiments with a small model. Ocean Dyn 57:32–45. doi:10.1007/s10236-006-0088-8
    • (2007) Ocean Dyn , vol.57 , pp. 32-45
    • Oke, P.R.1    Sakov, P.2    Corney, S.P.3
  • 38
    • 68749116591 scopus 로고    scopus 로고
    • Initializing decadal climate predictions with the GECCO oceanic synthesis: effects on the North Atlantic
    • Pohlmann H, Jungclaus JH, Köhl A, Stammer D, Marotzke J (2009) Initializing decadal climate predictions with the GECCO oceanic synthesis: effects on the North Atlantic. J Clim 22:3926–3938
    • (2009) J Clim , vol.22 , pp. 3926-3938
    • Pohlmann, H.1    Jungclaus, J.H.2    Köhl, A.3    Stammer, D.4    Marotzke, J.5
  • 40
    • 84887015803 scopus 로고    scopus 로고
    • A multimodel study of sea surface temperature and subsurface density fingerprints of the Atlantic meridional overturning circulation
    • Roberts CD, Garry FK, Jackson LC (2013) A multimodel study of sea surface temperature and subsurface density fingerprints of the Atlantic meridional overturning circulation. J Clim 26:9155–9174. doi:10.1175/JCLI-D-12-00762.1
    • (2013) J Clim , vol.26 , pp. 9155-9174
    • Roberts, C.D.1    Garry, F.K.2    Jackson, L.C.3
  • 41
    • 84867520757 scopus 로고    scopus 로고
    • Initialized decadal predictions of the rapid warming of the North Atlantic ocean in the mid 1990s
    • Robson JI, Sutton RT, Smith DM (2012) Initialized decadal predictions of the rapid warming of the North Atlantic ocean in the mid 1990s. Geophys Res Lett 39:L19713. doi:10.1029/2012GL053370
    • (2012) Geophys Res Lett , vol.39 , pp. L19713
    • Robson, J.I.1    Sutton, R.T.2    Smith, D.M.3
  • 42
    • 84981677007 scopus 로고
    • Climate variability in a low-order coupled atmosphere–ocean model
    • Roebber PJ (1995) Climate variability in a low-order coupled atmosphere–ocean model. Tellus 47A:473–494
    • (1995) Tellus , vol.47A , pp. 473-494
    • Roebber, P.J.1
  • 44
    • 33646357897 scopus 로고    scopus 로고
    • Bjerknes compensation and the decadal variability of the energy transports in a coupled climate model
    • Shaffrey L, Sutton R (2006) Bjerknes compensation and the decadal variability of the energy transports in a coupled climate model. J Clim 19:1167–1181
    • (2006) J Clim , vol.19 , pp. 1167-1181
    • Shaffrey, L.1    Sutton, R.2
  • 45
    • 77955405557 scopus 로고    scopus 로고
    • Impact of hydrographic data assimilation on the modelled Atlantic meridional overturning circulation
    • Smith GC, Haines K, Kanzow T, Cunningham S (2010) Impact of hydrographic data assimilation on the modelled Atlantic meridional overturning circulation. Ocean Sci 6:761–774. doi:10.5194/os-6-761-2010
    • (2010) Ocean Sci , vol.6 , pp. 761-774
    • Smith, G.C.1    Haines, K.2    Kanzow, T.3    Cunningham, S.4
  • 48
    • 84892469882 scopus 로고    scopus 로고
    • Assimilation of time-averaged pseudoproxies for climate reconstruction
    • Steiger NJ, Hakim GJ, Stieg EJ, Battisti DS, Roe GH (2014) Assimilation of time-averaged pseudoproxies for climate reconstruction. J Clim 27:426–441. doi:10.1175/JCLI-D-12-00693.1
    • (2014) J Clim , vol.27 , pp. 426-441
    • Steiger, N.J.1    Hakim, G.J.2    Stieg, E.J.3    Battisti, D.S.4    Roe, G.H.5
  • 49
    • 84871636174 scopus 로고    scopus 로고
    • Assimilation of RAPID array observations into an ocean model
    • Stepanov VN, Haines K, Smith GC (2012) Assimilation of RAPID array observations into an ocean model. Q J R Meteor Soc 138:2105–2117. doi:10.1002/qj.1945
    • (2012) Q J R Meteor Soc , vol.138 , pp. 2105-2117
    • Stepanov, V.N.1    Haines, K.2    Smith, G.C.3
  • 50
    • 0000248310 scopus 로고
    • Thermohaline convection with two stable regimes of flow
    • Stommel HM (1961) Thermohaline convection with two stable regimes of flow. Tellus 13:224–230
    • (1961) Tellus , vol.13 , pp. 224-230
    • Stommel, H.M.1
  • 51
    • 57549114437 scopus 로고    scopus 로고
    • Development of a four-dimensional variational coupled data assimilation system for enhanced analysis and prediction of seasonal to interannual climate variations
    • Sugiura N, Awaji T, Masuda S, Mochizuki T, Toyoda T, Miyama T, Igarashi H, Ishikawa Y (2008) Development of a four-dimensional variational coupled data assimilation system for enhanced analysis and prediction of seasonal to interannual climate variations. J Geophys Res 113:C10017. doi:10.1029/2008JC004741
    • (2008) J Geophys Res , vol.113 , pp. C10017
    • Sugiura, N.1    Awaji, T.2    Masuda, S.3    Mochizuki, T.4    Toyoda, T.5    Miyama, T.6    Igarashi, H.7    Ishikawa, Y.8
  • 52
    • 84876853402 scopus 로고    scopus 로고
    • Initialisation and predictability of the AMOC over the last 50 years in a climate model
    • Swingedouw D, Mignot J, Labetoulle S, Guilyardi E, Madec G (2013) Initialisation and predictability of the AMOC over the last 50 years in a climate model. Clim Dyn 40:2381–2399. doi:10.1007/s00382-012-1516-8
    • (2013) Clim Dyn , vol.40 , pp. 2381-2399
    • Swingedouw, D.1    Mignot, J.2    Labetoulle, S.3    Guilyardi, E.4    Madec, G.5
  • 53
    • 84906941480 scopus 로고    scopus 로고
    • Coupled atmosphere–ocean data assimilation experiments with a low-order climate model
    • Tardif R, Hakim GJ, Snyder C (2014) Coupled atmosphere–ocean data assimilation experiments with a low-order climate model. Clim Dyn 43:1631–1643. doi:10.1007/s00382-013-1989-0
    • (2014) Clim Dyn , vol.43 , pp. 1631-1643
    • Tardif, R.1    Hakim, G.J.2    Snyder, C.3
  • 55
    • 84860684669 scopus 로고    scopus 로고
    • An overview of CMIP5 and the experiment design
    • Taylor KE, Stouffer RJ, Meehl GA (2012) An overview of CMIP5 and the experiment design. Bull Am Meteor Soc 93(4):485–498
    • (2012) Bull Am Meteor Soc , vol.93 , Issue.4 , pp. 485-498
    • Taylor, K.E.1    Stouffer, R.J.2    Meehl, G.A.3
  • 56
    • 34547182283 scopus 로고    scopus 로고
    • Ensemble decadal predictions from analysed initial conditions
    • Troccoli A, Palmer TN (2007) Ensemble decadal predictions from analysed initial conditions. Philos Trans R Soc Lond A 365:2179–2191
    • (2007) Philos Trans R Soc Lond A , vol.365 , pp. 2179-2191
    • Troccoli, A.1    Palmer, T.N.2
  • 57
    • 0024191590 scopus 로고
    • Relationship between cyclone tracks, anticyclone tracks and baroclinic waveguides
    • Wallace J, Lim G, Blackmon M (1988) Relationship between cyclone tracks, anticyclone tracks and baroclinic waveguides. J Atmos Sci 45:438–462
    • (1988) J Atmos Sci , vol.45 , pp. 438-462
    • Wallace, J.1    Lim, G.2    Blackmon, M.3
  • 58
    • 84881652033 scopus 로고    scopus 로고
    • Multidecadal ocean temperature and salinity variability in the tropical North Atlantic: linking with the AMO, AMOC, and subtropical cell
    • Wang C, Zhang L (2013) Multidecadal ocean temperature and salinity variability in the tropical North Atlantic: linking with the AMO, AMOC, and subtropical cell. J Clim 26:6137–6162. doi:10.1175/JCLI-D-12-00721.1
    • (2013) J Clim , vol.26 , pp. 6137-6162
    • Wang, C.1    Zhang, L.2
  • 60
    • 84865093809 scopus 로고    scopus 로고
    • A decadal prediction case study: Late twentieth-century North Atlantic ocean heat content
    • Yeager S, Karspeck A, Danabasoglu G, Tribbia J, Teng H (2012) A decadal prediction case study: Late twentieth-century North Atlantic ocean heat content. J Clim 25:5173–5189. doi:10.1175/JCLI-D-11-00595.1
    • (2012) J Clim , vol.25 , pp. 5173-5189
    • Yeager, S.1    Karspeck, A.2    Danabasoglu, G.3    Tribbia, J.4    Teng, H.5
  • 61
    • 35748930572 scopus 로고    scopus 로고
    • System design and evaluation of coupled ensemble data assimilation for global oceanic climate studies
    • Zhang S, Harrison MJ, Rosati A, Wittenberg A (2007) System design and evaluation of coupled ensemble data assimilation for global oceanic climate studies. Mon Weather Rev 135(10):3541–3564
    • (2007) Mon Weather Rev , vol.135 , Issue.10 , pp. 3541-3564
    • Zhang, S.1    Harrison, M.J.2    Rosati, A.3    Wittenberg, A.4
  • 62
    • 77958090944 scopus 로고    scopus 로고
    • The adequacy of observing systems in monitoring the Atlantic meridional overturning circulation and North Atlantic climate
    • Zhang S, Rosati A, Delworth T (2010) The adequacy of observing systems in monitoring the Atlantic meridional overturning circulation and North Atlantic climate. J Clim 23:5311–5324
    • (2010) J Clim , vol.23 , pp. 5311-5324
    • Zhang, S.1    Rosati, A.2    Delworth, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.