메뉴 건너뛰기




Volumn 9, Issue 3, 2013, Pages 1141-1152

An assessment of particle filtering methods and nudging for climate state reconstructions

Author keywords

[No Author keywords available]

Indexed keywords

AIR TEMPERATURE; ALGORITHM; CLIMATE CONDITIONS; CLIMATE MODELING; DATA ASSIMILATION; LATITUDE; RECONSTRUCTION; SEA SURFACE SALINITY; SOUTHERN HEMISPHERE; TEMPERATURE ANOMALY;

EID: 84883747559     PISSN: 18149324     EISSN: 18149332     Source Type: Journal    
DOI: 10.5194/cp-9-1141-2013     Document Type: Article
Times cited : (21)

References (28)
  • 1
    • 84863814387 scopus 로고    scopus 로고
    • Identification of climatic state with limited proxy data
    • doi:10.5194/cp-8-1141-2012
    • Annan, J. and Hargreaves, J.: Identification of climatic state with limited proxy data, Clim. Past, 8, 1141-1151, doi:10.5194/cp-8-1141-2012, 2012.
    • (2012) Clim. Past , vol.8 , pp. 1141-1151
    • Annan, J.1    Hargreaves, J.2
  • 2
    • 84874658623 scopus 로고    scopus 로고
    • An ensemble-based approach to climate reconstructions
    • doi:10.5194/cp-8-963-2012
    • Bhend, J., Franke, J., Folini, D., Wild, M., and Brönnimann, S.: An ensemble-based approach to climate reconstructions, Clim. Past, 8, 963-976, doi:10.5194/cp-8-963-2012, 2012.
    • (2012) Clim. Past , vol.8 , pp. 963-976
    • Bhend, J.1    Franke, J.2    Folini, D.3    Wild, M.4    Brönnimann, S.5
  • 3
    • 33750606092 scopus 로고    scopus 로고
    • Uncertainty estimates in regional and global observed temperature changes: A new dataset from 1850
    • doi:10.1029/2005JD006548
    • Brohan, P., Kennedy, J., Harris, I., Tett, S., and Jones, P.: Uncertainty estimates in regional and global observed temperature changes: a new dataset from 1850, J. Geophys. Res., 111, D12106, doi:10.1029/2005JD006548, 2006.
    • (2006) J. Geophys. Res. , vol.111
    • Brohan, P.1    Kennedy, J.2    Harris, I.3    Tett, S.4    Jones, P.5
  • 4
    • 0002111694 scopus 로고    scopus 로고
    • Carbon cycle, vegetation and climate dynamics in the Holocene: Experiments with the CLIMBER-2 model
    • doi:10.1029/2001GB001662
    • Brovkin, V., Bendtsen, J., Claussen, M., Ganopolski, A., Kubatzki, C., Petoukhov, V., and Andreev, A.: Carbon cycle, vegetation and climate dynamics in the Holocene: experiments with the CLIMBER-2 model, Global. Biogeochem. Cy., 16, 1139, doi:10.1029/2001GB001662, 2002.
    • (2002) Global. Biogeochem. Cy. , vol.16 , pp. 1139
    • Brovkin, V.1    Bendtsen, J.2    Claussen, M.3    Ganopolski, A.4    Kubatzki, C.5    Petoukhov, V.6    Andreev, A.7
  • 5
    • 0028561614 scopus 로고
    • A strategy for operational implementation of 4D-VAR, using an incremental approach
    • doi:10.1002/qj.49712051912
    • Courtier, P., Thépaut, J.-N., and Hollingsworth, A.: A strategy for operational implementation of 4D-VAR, using an incremental approach, Q. J. Roy. Meteor. Soc., 120, 1367-1387, doi:10.1002/qj.49712051912, 1994.
    • (1994) Q. J. Roy. Meteor. Soc. , vol.120 , pp. 1367-1387
    • Courtier, P.1    Thépaut, J.-N.2    Hollingsworth, A.3
  • 6
    • 84856737192 scopus 로고    scopus 로고
    • Testing a particle filter to reconstruct climate changes over the past centuries
    • doi:10.1142/S0218127411030763
    • Dubinkina, S., Goosse, H., Sallaz-Damaz, Y., Crespin, E., and Crucifix, M.: Testing a particle filter to reconstruct climate changes over the past centuries, Int. J. Bifurcat. Chaos, 21, 3611-3618, doi:10.1142/ S0218127411030763, 2011.
    • (2011) Int. J. Bifurcat. Chaos , vol.21 , pp. 3611-3618
    • Dubinkina, S.1    Goosse, H.2    Sallaz-Damaz, Y.3    Crespin, E.4    Crucifix, M.5
  • 7
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • doi:10.1029/94JC00572
    • Evensen, G.: Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics, J. Geophys. Res., 99, 10143-10162, doi:10.1029/94JC00572, 1994.
    • (1994) J. Geophys. Res. , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 8
    • 0033569014 scopus 로고    scopus 로고
    • Importance of ice-ocean interactions for the global ocean circulation: A model study
    • Goosse, H. and Fichefet, T.: Importance of ice-ocean interactions for the global ocean circulation: a model study, J. Geophys. Res., 104, 23337-23355, 1999.
    • (1999) J. Geophys. Res. , vol.104 , pp. 23337-23355
    • Goosse, H.1    Fichefet, T.2
  • 9
    • 70350568299 scopus 로고    scopus 로고
    • Consistent past half-century trends in the atmosphere, the sea ice and the ocean at high southern latitudes
    • doi:10.1007/s00382-008-0500-9
    • Goosse, H., Lefebvre, W., de Montety, A., Crespin, E., and Orsi, A.: Consistent past half-century trends in the atmosphere, the sea ice and the ocean at high southern latitudes, Clim. Dynam., 33, 999-1016, doi:10.1007/s00382-008- 0500-9, 2009.
    • (2009) Clim. Dynam. , vol.33 , pp. 999-1016
    • Goosse, H.1    Lefebvre, W.2    De Montety, A.3    Crespin, E.4    Orsi, A.5
  • 11
    • 84869491710 scopus 로고    scopus 로고
    • The role of forcing and internal dynamics in explaining the "Medieval Climate Anomaly"
    • doi:10.1007/s00382-012-1297-0
    • Goosse, H., Crespin, E., Dubinkina, S., Loutre, M., Mann, M., Renssen, H., Sallaz-Damaz, Y., and Shindell, D.: The role of forcing and internal dynamics in explaining the "Medieval Climate Anomaly", Clim. Dynam., 39, 2847-2866, doi:10.1007/s00382-012-1297-0, 2012.
    • (2012) Clim. Dynam. , vol.39 , pp. 2847-2866
    • Goosse, H.1    Crespin, E.2    Dubinkina, S.3    Loutre, M.4    Mann, M.5    Renssen, H.6    Sallaz-Damaz, Y.7    Shindell, D.8
  • 12
    • 77957238035 scopus 로고
    • Two Stable Modes of Southern Ocean Winter Stratification
    • Deep Convection and Deep Water Formation in the Oceans Proceedings of the International Monterey Colloquium on Deep Convection and Deep Water Formation in the Oceans, edited by: Chu, P. and Gascard, J., Elsevier, doi:10.1016/S0422-9894(08)70058-8
    • Gordon, A.: Two Stable Modes of Southern Ocean Winter Stratification, in: Deep Convection and Deep Water Formation in the Oceans Proceedings of the International Monterey Colloquium on Deep Convection and Deep Water Formation in the Oceans, edited by: Chu, P. and Gascard, J., 57 of Elsevier Oceanography Series, 17-35, Elsevier, doi:10.1016/S0422-9894(08)70058-8, 1991.
    • (1991) Elsevier Oceanography Series , vol.57 , pp. 17-35
    • Gordon, A.1
  • 13
    • 0000183857 scopus 로고
    • The initialization of numerical models by a dynamic relaxation technique
    • Hoke, J. and Anthes, R.: The initialization of numerical models by a dynamic relaxation technique, Mon. Weather Rev., 104, 1551-1556, 1976.
    • (1976) Mon. Weather Rev. , vol.104 , pp. 1551-1556
    • Hoke, J.1    Anthes, R.2
  • 14
    • 43049138035 scopus 로고    scopus 로고
    • Advancing decadal-scale climate prediction in the North Atlantic sector
    • DOI 10.1038/nature06921, PII NATURE06921
    • Keenlyside, N., Latif, M., Jungclaus, J., Kornblueh, L., and Roeckner, E.: Advancing decadal-scale climate prediction in the North Atlantic sector, Nature, 53, 84-88, doi:10.1038/nature06921, 2008. (Pubitemid 351630335)
    • (2008) Nature , vol.453 , Issue.7191 , pp. 84-88
    • Keenlyside, N.S.1    Latif, M.2    Jungclaus, J.3    Kornblueh, L.4    Roeckner, E.5
  • 15
    • 42549112987 scopus 로고    scopus 로고
    • An analysis of the atmospheric processes driving the large-scale winter sea-ice variability in the Southern Ocean
    • doi:10.1029/2006JC004032
    • Lefebvre, W. and Goosse, H.: An analysis of the atmospheric processes driving the large-scale winter sea-ice variability in the Southern Ocean, J. Geophys. Res., 113, C02004, doi:10.1029/2006JC004032, 2008.
    • (2008) J. Geophys. Res. , vol.113
    • Lefebvre, W.1    Goosse, H.2
  • 16
    • 0001077832 scopus 로고
    • Evolution of the Southern Ocean winter mixed layer and sea ice: Open ocean deepwater formation and ventilation
    • doi:10.1029/JC095iC07p11641
    • Martinson, D.: Evolution of the Southern Ocean winter mixed layer and sea ice: open ocean deepwater formation and ventilation, J. Geophys. Res., 95, 11641-11654, doi:10.1029/JC095iC07p11641, 1990.
    • (1990) J. Geophys. Res. , vol.95 , pp. 11641-11654
    • Martinson, D.1
  • 18
    • 0031693069 scopus 로고    scopus 로고
    • ECBILT: A dynamic alternative to mixed boundary conditions in ocean models
    • doi:10.1034/j.1600-0870.1998.t01-1-00007.x
    • Opsteegh, J., Haarsma, R., Selten, F., and Kattenberg, A.: ECBILT: A dynamic alternative to mixed boundary conditions in ocean models, Tellus, 50A, 348-367, doi:10.1034/j.1600-0870.1998.t01-1-00007.x, 1998.
    • (1998) Tellus , vol.50 A , pp. 348-367
    • Opsteegh, J.1    Haarsma, R.2    Selten, F.3    Kattenberg, A.4
  • 19
    • 68749116591 scopus 로고    scopus 로고
    • Initializing decadal climate predictions with the gecco oceanic synthesis: Effects on the north atlantic
    • doi:10.1175/2009JCLI2535.1
    • Pohlmann, H., Jungclaus, J., Köhl, A., Stammer, D., and Marotzke, J.: Initializing decadal climate predictions with the gecco oceanic synthesis: effects on the north atlantic, J. Climate, 22, 3926-3938, doi:10.1175/ 2009JCLI2535.1, 2009.
    • (2009) J. Climate , vol.22 , pp. 3926-3938
    • Pohlmann, H.1    Jungclaus, J.2    Köhl, A.3    Stammer, D.4    Marotzke, J.5
  • 20
    • 84856314894 scopus 로고    scopus 로고
    • Climate models as a test bed for climate reconstruction methods: Pseudoproxy experiments
    • doi:10.1002/wcc.149
    • Smerdon, J.: Climate models as a test bed for climate reconstruction methods: pseudoproxy experiments, WIREs Clim. Change, 3, 63-77, doi:10.1002/wcc.149, 2012.
    • (2012) WIREs Clim. Change , vol.3 , pp. 63-77
    • Smerdon, J.1
  • 21
    • 64149083162 scopus 로고    scopus 로고
    • Obstacles to high-dimensional particle filtering
    • doi:10.1175/2008MWR2529.1
    • Snyder, C., Bengtsson, T., Bickel, P., and Anderson, J.: Obstacles to high-dimensional particle filtering, Mon. Weather Rev., 136, 4629-4640, doi:10.1175/2008MWR2529.1, 2008.
    • (2008) Mon. Weather Rev. , vol.136 , pp. 4629-4640
    • Snyder, C.1    Bengtsson, T.2    Bickel, P.3    Anderson, J.4
  • 22
    • 84876853402 scopus 로고    scopus 로고
    • Initialisation and predictability of the AMOC over the last 50 years in a climate model
    • doi:10.1007/s00382-012-1516-8
    • Swingedouw, D., Mignot, J., Labtoulle, S., Guilyardi, E., and Madec, G.: Initialisation and predictability of the AMOC over the last 50 years in a climate model, Clim. Dynam., 40, 2381-2399, doi:10.1007/s00382-012-1516-8, 2012.
    • (2012) Clim. Dynam. , vol.40 , pp. 2381-2399
    • Swingedouw, D.1    Mignot, J.2    Labtoulle, S.3    Guilyardi, E.4    Madec, G.5
  • 23
    • 0000097719 scopus 로고    scopus 로고
    • Assimilation of observations, an introduction
    • Talagrand, O.: Assimilation of observations, an introduction, J. Metorol. Soc. JPN, Special Issue 75, 191-209, 1997.
    • (1997) J. Metorol. Soc. JPN , vol.75 , Issue.SPEC. ISSUE , pp. 191-209
    • Talagrand, O.1
  • 24
    • 74949130817 scopus 로고    scopus 로고
    • Particle Filtering in Geophysical Systems
    • doi:10.1175/2009MWR2835.1
    • van Leeuwen, P.: Particle Filtering in Geophysical Systems, Mon. Weather Rev., 137, 4089-4114, doi:10.1175/2009MWR2835.1, 2009.
    • (2009) Mon. Weather Rev. , vol.137 , pp. 4089-4114
    • Van Leeuwen, P.1
  • 25
    • 78650057011 scopus 로고    scopus 로고
    • Nonlinear data assimilation in geosciences: An extremely efficientp article filter
    • doi:10.1002/qj.699
    • van Leeuwen, P.: Nonlinear data assimilation in geosciences: an extremely efficientp article filter, Q. J. Roy. Meteor. Soc., 136, 1991-1999, doi:10.1002/qj.699, 2010.
    • (2010) Q. J. Roy. Meteor. Soc. , vol.136 , pp. 1991-1999
    • Van Leeuwen, P.1
  • 26
    • 84876142853 scopus 로고    scopus 로고
    • Efficient fully nonlinear data assimilation for geophysical fluid dynamics
    • doi:10.1016/j.cageo.2012.04.015
    • van Leeuwen, P. and Ades, M.: Efficient fully nonlinear data assimilation for geophysical fluid dynamics, Comput. Geosci., 55, 16-27, doi:10.1016/j.cageo.2012.04.015, 2012.
    • (2012) Comput. Geosci. , vol.55 , pp. 16-27
    • Van Leeuwen, P.1    Ades, M.2
  • 27
    • 84860390537 scopus 로고    scopus 로고
    • Using data assimilation to study extratropical Northern Hemisphere climate over the last millennium
    • doi:10.5194/cp-6-627-2010
    • Widmann, M., Goosse, H., van der Schrier, G., Schnur, R., and Barkmeijer, J.: Using data assimilation to study extratropical Northern Hemisphere climate over the last millennium, Clim. Past, 6, 627-644, doi:10.5194/cp-6-627-2010, 2010.
    • (2010) Clim. Past , vol.6 , pp. 627-644
    • Widmann, M.1    Goosse, H.2    Van Der Schrier, G.3    Schnur, R.4    Barkmeijer, J.5
  • 28
    • 51449112641 scopus 로고    scopus 로고
    • Climate modes in southern high latitudes and theur impact on Antarctic sea ice
    • doi:10.1029/2006JC004067
    • Yuan, X. and Li, C.: Climate modes in southern high latitudes and theur impact on Antarctic sea ice, J. Geophys. Res., 113, C06S91, doi:10.1029/ 2006JC004067, 2008.
    • (2008) J. Geophys. Res. , vol.113
    • Yuan, X.1    Li, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.