Articles | Volume 9, issue 3
Clim. Past, 9, 1141–1152, 2013
https://doi.org/10.5194/cp-9-1141-2013
Clim. Past, 9, 1141–1152, 2013
https://doi.org/10.5194/cp-9-1141-2013

Research article 17 May 2013

Research article | 17 May 2013

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

S. Dubinkina and H. Goosse

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Cited articles

Annan, J. and Hargreaves, J.: Identification of climatic state with limited proxy data, Clim. Past, 8, 1141–1151, https://doi.org/10.5194/cp-8-1141-2012, 2012.
Bhend, J., Franke, J., Folini, D., Wild, M., and Brönnimann, S.: An ensemble-based approach to climate reconstructions, Clim. Past, 8, 963–976, https://doi.org/10.5194/cp-8-963-2012, 2012.
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, https://doi.org/10.1029/2005JD006548, 2006.
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, https://doi.org/10.1029/2001GB001662, 2002.
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, https://doi.org/10.1002/qj.49712051912, 1994.