The potential of the ensemble Kalman filter for NWP—a comparison with 4D‐Var
作者： Andrew C. Lorenc
DOI: 10.1256/QJ.02.132
关键词: Variational assimilation 、 Satellite data 、 Kalman filter 、 Computer science 、 High resolution 、 Numerical weather prediction 、 Meteorology 、 Ensemble Kalman filter 、 Mesoscale meteorology
摘要: … weather prediction (NWP) system. However it is less suitable for NWP systems with … For limited‐area mesoscale NWP systems a hybrid method is attractive. © Crown copyright, …
harvard.edu
sci-hub.se 参考文章(35)
Jeffrey L. Anderson, A Local Least Squares Framework for Ensemble Filtering Monthly Weather Review. ,vol. 131, pp. 634- 642 ,(2003) , 10.1175/1520-0493(2003)131<0634:ALLSFF>2.0.CO;2
Pierre Gauthier, Jean-Noël Thépaut, Impact of the Digital Filter as a Weak Constraint in the Preoperational 4DVAR Assimilation System of Météo-France Monthly Weather Review. ,vol. 129, pp. 2089- 2102 ,(2001) , 10.1175/1520-0493(2001)129<2089:IOTDFA>2.0.CO;2
Craig H. Bishop, Brian J. Etherton, Sharanya J. Majumdar, Adaptive sampling with the ensemble transform Kalman filter. Part I: Theoretical aspects Monthly Weather Review. ,vol. 129, pp. 420- 436 ,(2001) , 10.1175/1520-0493(2001)129<0420:ASWTET>2.0.CO;2
Jeffrey L. Anderson, An Ensemble Adjustment Kalman Filter for Data Assimilation Monthly Weather Review. ,vol. 129, pp. 2884- 2903 ,(2001) , 10.1175/1520-0493(2001)129<2884:AEAKFF>2.0.CO;2
Gerrit Burgers, Peter Jan van Leeuwen, Geir Evensen, Analysis Scheme in the Ensemble Kalman Filter Monthly Weather Review. ,vol. 126, pp. 1719- 1724 ,(1998) , 10.1175/1520-0493(1998)126<1719:ASITEK>2.0.CO;2
Zoltan Toth, Eugenia Kalnay, Ensemble Forecasting at NCEP and the Breeding Method Monthly Weather Review. ,vol. 125, pp. 3297- 3319 ,(1997) , 10.1175/1520-0493(1997)125<3297:EFANAT>2.0.CO;2
Michael K. Tippett, Jeffrey L. Anderson, Craig H. Bishop, Thomas M. Hamill, Jeffrey S. Whitaker, Ensemble Square Root Filters Monthly Weather Review. ,vol. 131, pp. 1485- 1490 ,(2003) , 10.1175/1520-0493(2003)131<1485:ESRF>2.0.CO;2
Kayo Ide, Philippe Courtier, Michael Ghil, Andrew C. Lorenc, Unified Notation for Data Assimilation : Operational, Sequential and Variational (gtSpecial IssueltData Assimilation in Meteology and Oceanography: Theory and Practice) Journal of the Meteorological Society of Japan. ,vol. 75, pp. 181- 189 ,(1997) , 10.2151/JMSJ1965.75.1B_181
Andrew C. Lorenc, Modelling of error covariances by 4D‐Var data assimilation Quarterly Journal of the Royal Meteorological Society. ,vol. 129, pp. 3167- 3182 ,(2003) , 10.1256/QJ.02.131
Dinh Tuan Pham, Stochastic Methods for Sequential Data Assimilation in Strongly Nonlinear Systems Monthly Weather Review. ,vol. 129, pp. 1194- 1207 ,(2001) , 10.1175/1520-0493(2001)129<1194:SMFSDA>2.0.CO;2