Data assimilation for re-analyses: potential gains from full use of post-analysis-time observations
By: Martin Juckes and Bryan Lawrence
References
-
Bell
, M. J., Martin, M. J.and Nichols, N. K.. Assimilation of data into an ocean model with systematic errors near the equator. Q. J. R. Meterol. Soc. 130, 873– 893. -
Bennett
, A. E. Inverse methods in physical oceanography. Cambridge University Press, New York, NY, 347 pp. -
Cohn
, S. E., Sivakumaran, N. S.and Todling, R.. A fixed-lag Kalman smoother for retrospective data assimilation. Mon. Weather Rev. 122, 2838– 2867. -
Dee
, D. P.and Da Silva, A. M.. Data assimilation in the presence of forecast bias. Q. J. R. Meterol. Soc. 124, 269– 295. -
Dee
, D. P.and Todling, R.. Data assimilation in the presence of forecast bias: the GEOS moisture analysis. Mon. Weather Rev. 128, 3268– 3282. -
Griffith
, A. K.and Nichols, N. K.. Accounting for model error in data assimilation using adjoint methods. In: Computational Differen-tiation: Techniques, Applications and Tools(eds. M., C., G., and A.). SIAM, Philadelphia, 195– 204. -
Juckes
, M. N.. The direct inversion method for data assimilation us-ing isentropic tracer advection. Atmos. Chem. Phys. Discuss. 5, 8879– 8923. -
Kalman
, R. E.and Bucy, R.. New results in linear filtering and prediction. J. Basic Eng. 83D, 95– 108. -
Kalnay
, E., Kanamitsu, M., Kistler, R., Collins, W., Deaven, D.and co-authors. 1996. The NCEP/NCAR Reanalysis Project.. 77, 437– 471. -
Kloeden
, P. E.and Platen, E.. Numerical solution of stochastic differential equations . Springer, Berlin, 292 pp. -
Li
, Z.and Navon, I. M.. Optimality of variational data assimilation and its relationship with the Kalman filter and smoother. Q. J. R. Meterol. Soc. 127, 661– 684. -
Rogers
, C. D.. Inverse methods for atmospheric sounding . World Scientific Publishing, London, 238 pp. -
Simmons
, A. J.and Gibson, J. K.. ERA-40 Project Report Series No. 1, The ERA-40 Project Plan, ECMWF, Reading, UK. -
Tremolet
, Y.. Diagnostics of linear and incremental approximations in 4D-Var. Q. J. R. Meterol. Soc. 130, 2233– 2251.
DOI: https://doi.org/10.1111/j.1600-0870.2006.00167.x | Journal eISSN: 3035-9554
Language: English
Page range: 171 - 178
Submitted on: Mar 14, 2005
Accepted on: Sep 30, 2005
Published on: Jan 1, 2006
Published by: Stockholm University Press
In partnership with: Paradigm Publishing Services
© 2006 Martin Juckes, Bryan Lawrence, published by Stockholm University Press
This work is licensed under the Creative Commons Attribution 4.0 License.