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Observations and diagnostic tools for data assimilation:
October 1998
By Heikki Järvinen
Table of contents
1. Observation preprocessing
2. The observation screening
3. Use of feedback information
4. Diagnostic tools for an assimilation system
References
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REFERENCES
Further reading:
Daley, R., 1991: Atmospheric data analysis. Cambridge University Press. 457pp.
Eyre, J.R. 1992: A bias correction scheme for simulated TOVS brightness temperatures. ECMWF Research Dept. Tech. Memo. 186.
Harris, B. 1997: A revised bias correction scheme for TOVS radiances. ECMWF Technical Memorandum No. NN.
Hollingsworth, A. and P. Lönnberg, 1986: The statistical structure of short-range forecast errors as determined from radiosonde data. Part I: The wind field.
Tellus
,
38A
, 111-136.
Hollingsworth, A. and P. Lönnberg, 1989: The verification of objective analyses: Diagnostics of analysis system performance.
Meteor. Atmos. Phys
.,
40
, 3-27.
Järvinen, H and P Undén, 1997: Observation screening and background quality control in the ECMWF 3D-Var data assimilation system. ECMWF Technical Memorandum No. 236, 26pp
Klinker, E., Rabier, F. and Gelaro, R., 1998: Estimation of key analysis errors using the adjoint technique.
Q. J. R. Meteorol. Soc
.
124
,1909-1933
Lönnberg, P, 1989: Developments in the ECMWF analysis system. ECMWF Seminar on Data assimilation and the use of satellite data. 5-9 September 1988, 75-119.
Lönnberg, P and D Shaw, 1985: Data selection and quality control in the ECMWF analysis system. ECMWF Workshop on The Use And Quality Control of Meteorological Observations, 6-9 November 1984, 225-254.
Lönnberg, P. and A. Hollingsworth, 1986: The statistical structure of short-range forecast errors as determined from radiosonde data. Part II: The covariance of height and wind errors.
Tellus
,
38A
, 137-161.
Lönnberg, P and D Shaw (Eds.), 1987: ECMWF Data Assimilation Scientific Documentation. Research Manual 1.
Norris, B, 1990: Pre-processing - General data checking and validation. ECMWF Meteorological bulletin, 28pp. Available in request from ECMWF, Shinfield Park, RG2 9AX, Reading, Berkshire, England.
Pailleux, J., 1993: Organisation of 3D variational analysis within the "IFS/ARPEGE" project. Future plan at Meteo France. ECMWF Workshop Proceedings on Variational assimilation, with special emphasis on three-dimensional aspects. 9-12 November 1992. 37- 47.
Rabier, F., Klinker,E., Courtier, P and Hollingsworth, A., 1996: Sensitivity of forecast errors to initial conditions.
Q. J. R. Meteorol. Soc
.
122
,121-150
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07.06.2002
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