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发表于 2013-7-8 08:02:47
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Contents
Part I Theory
Data Assimilation and Information . . . . . . . . . . . . . . . . . . . . . 3
William Lahoz, Boris Khattatov, and Richard Ménard
Mathematical Concepts of Data Assimilation . . . . . . . . . . . . . . . 13
N.K. Nichols
Variational Assimilation . . . . . . . . . . . . . . . . . . . . . . . . . . . 41
Olivier Talagrand
Ensemble Kalman Filter: Current Status and Potential . . . . . . . . . 69
Eugenia Kalnay
Error Statistics in Data Assimilation: Estimation and Modelling . . . . 93
Mark Buehner
Bias Estimation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
Richard Ménard
The Principle of Energetic Consistency in Data Assimilation . . . . . . 137
Stephen E. Cohn
Evaluation of Assimilation Algorithms . . . . . . . . . . . . . . . . . . . 217
Olivier Talagrand
Initialization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241
Peter Lynch and Xiang-Yu Huang
Part II Observations
The Global Observing System . . . . . . . . . . . . . . . . . . . . . . . 263
Jean-Noël Thépaut and Erik Andersson
Assimilation of Operational Data . . . . . . . . . . . . . . . . . . . . . . 283
Erik Andersson and Jean-Noël Thépaut
Research Satellites . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 301
William Lahoz
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vi Contents
Part III Meteorology and Atmospheric Dynamics
General Concepts in Meteorology and Dynamics . . . . . . . . . . . . . 325
Andrew Charlton-Perez, William Lahoz, and Richard Swinbank
The Role of the Model in the Data Assimilation System . . . . . . . . . 351
Richard B. Rood
Numerical Weather Prediction . . . . . . . . . . . . . . . . . . . . . . . 381
Richard Swinbank
Part IV Atmospheric Chemistry
Introduction to Atmospheric Chemistry and Constituent Transport . . 409
Valery Yudin and Boris Khatattov
Representation and Modelling of Uncertainties in Chemistry
and Transport Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . 431
Boris Khattatov and Valery Yudin
Constituent Assimilation . . . . . . . . . . . . . . . . . . . . . . . . . . 449
William Lahoz and Quentin Errera
Inverse Modelling and Combined State-Source Estimation
for Chemical Weather . . . . . . . . . . . . . . . . . . . . . . . . . . . . 491
Hendrik Elbern, Achim Strunk, and Lars Nieradzik
Part V Wider Applications
Ocean Data Assimilation . . . . . . . . . . . . . . . . . . . . . . . . . . 517
Keith Haines
Land Surface Data Assimilation . . . . . . . . . . . . . . . . . . . . . . 549
Paul R. Houser, Gabriëlle J.M. De Lannoy, and Jeffrey P. Walker
Assimilation of GPS Soundings in Ionospheric Models . . . . . . . . . . 599
Boris Khattatov
Part VI The Longer View
Reanalysis: Data Assimilation for Scientific Investigation of Climate . . 623
Richard B. Rood and Michael G. Bosilovich
Observing System Simulation Experiments . . . . . . . . . . . . . . . . 647
Michiko Masutani, Thomas W. Schlatter, Ronald M. Errico,
Ad Stoffelen, Erik Andersson, William Lahoz, John S. Woollen,
G. David Emmitt, Lars-Peter Riishøjgaard and Stephen J. Lord
Contents vii
Data Assimilation for Other Planets . . . . . . . . . . . . . . . . . . . . 681
Stephen R. Lewis
Appendix . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 701
Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 705 |
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