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Testing a particle filter to reconstruct climate changes over the past centuries

Bibliographic reference Dubinkina, Svetlana ; Goosse, Hugues ; Sallaz-Damaz, Yoann ; Crespin, Elisabeth ; Crucifix, Michel. Testing a particle filter to reconstruct climate changes over the past centuries. In: International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, Vol. 21, no. 12, p. 3611-3618 (2011)
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  1. Barkmeijer J., Iversen T., Palmer T. N., Forcing singular vectors and other sensitive model structures, 10.1256/qj.02.126
  2. Brohan P., Kennedy J. J., Harris I., Tett S. F. B., Jones P. D., Uncertainty estimates in regional and global observed temperature changes: A new data set from 1850, 10.1029/2005jd006548
  3. Brovkin V., Global. Biogeochem. Cycles, 16, 1139
  4. Crespin E., Goosse H., Fichefet T., Mann M. E., The 15th century Arctic warming in coupled model simulations with data assimilation, 10.5194/cp-5-389-2009
  5. Driesschaert E., Fichefet T., Goosse H., Huybrechts P., Janssens I., Mouchet A., Munhoven G., Brovkin V., Weber S. L., Modeling the influence of Greenland ice sheet melting on the Atlantic meridional overturning circulation during the next millennia, 10.1029/2007gl029516
  6. Forster P., Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change (2007)
  7. Goosse H., Fichefet T., Importance of ice-ocean interactions for the global ocean circulation: A model study, 10.1029/1999jc900215
  8. Goosse Hugues, Lefebvre Wouter, de Montety Anne, Crespin Elisabeth, Orsi Alejandro H., Consistent past half-century trends in the atmosphere, the sea ice and the ocean at high southern latitudes, 10.1007/s00382-008-0500-9
  9. Goosse H., Crespin E., de Montety A., Mann M. E., Renssen H., Timmermann A., Reconstructing surface temperature changes over the past 600 years using climate model simulations with data assimilation, 10.1029/2009jd012737
  10. Goosse H., Geoscientific Model Devel., 2, 603
  11. Jones P.D., Briffa K.R., Osborn T.J., Lough J.M., van Ommen T.D., Vinther B.M., Luterbacher J., Wahl E.R., Zwiers F.W., Mann M.E., Schmidt G.A., Ammann C.M., Buckley B.M., Cobb K.M., Esper J., Goosse H., Graham N., Jansen E., Kiefer T., Kull C., Küttel M., Mosley-Thompson E., Overpeck J.T., Riedwyl N., Schulz M., Tudhope A.W., Villalba R., Wanner H., Wolff E., Xoplaki E., High-resolution palaeoclimatology of the last millennium: a review of current status and future prospects, 10.1177/0959683608098952
  12. Kalnay E., Atmospheric Modeling, Data Assimilation and Predictability (2003)
  13. Keeler R.J, Ellis S.M, Observational error covariance matrices for radar data assimilation, 10.1016/s1464-1909(00)00193-3
  14. Liu Jun S., Chen Rong, Sequential Monte Carlo Methods for Dynamic Systems, 10.1080/01621459.1998.10473765
  15. Lorenz Edward N., Atmospheric Predictability as Revealed by Naturally Occurring Analogues, 10.1175/1520-0469(1969)26<636:aparbn>;2
  16. Nicolis C., Atmospheric Analogs and Recurrence Time Statistics: Toward a Dynamical Formulation, 10.1175/1520-0469(1998)055<0465:aaarts>;2
  17. OPSTEEGH J. D., HAARSMA R. J., SELTEN F. M., KATTENBERG A., ECBILT: a dynamic alternative to mixed boundary conditions in ocean models, 10.1034/j.1600-0870.1998.t01-1-00007.x
  18. Risken Hannes, The Fokker-Planck Equation, ISBN:9783540615309, 10.1007/978-3-642-61544-3
  19. Sansó Bruno, Forest Chris E., Zantedeschi Daniel, Inferring climate system properties using a computer model, 10.1214/08-ba301
  20. Snyder Chris, Bengtsson Thomas, Bickel Peter, Anderson Jeff, Obstacles to High-Dimensional Particle Filtering, 10.1175/2008mwr2529.1
  21. Ueno G., Q. J. R. Meteorol. Soc., 136, 1316
  22. VAN DEN DOOL H. M., Searching for analogues, how long must we wait?, 10.1034/j.1600-0870.1994.t01-2-00006.x
  23. van Leeuwen Peter Jan, Particle Filtering in Geophysical Systems, 10.1175/2009mwr2835.1
  24. van Leeuwen P. J., Nonlinear data assimilation in geosciences: an extremely efficient particle filter, 10.1002/qj.699
  25. Widmann M., Goosse H., van der Schrier G., Schnur R., Barkmeijer J., Using data assimilation to study extratropical Northern Hemisphere climate over the last millennium, 10.5194/cpd-5-2115-2009