Data Assimilation

1. Data Assimilation and Information
William Lahoz, Boris Khattatov, Richard Ménard

2. Mathematical Concepts of Data Assimilation
N. K. Nichols

3. Variational Assimilation
Olivier Talagrand

4. Ensemble Kalman Filter: Current Status and Potential
Eugenia Kalnay

5. Error Statistics in Data Assimilation: Estimation and Modelling
Mark Buehner

6. Bias Estimation
Richard Ménard

7. The Principle of Energetic Consistency in Data Assimilation
Stephen E. Cohn

8. Evaluation of Assimilation Algorithms
Olivier Talagrand

9. Initialization
Peter Lynch, Xiang-Yu Huang

10. The Global Observing System
Jean-Noël Thépaut, Erik Andersson

11. Assimilation of Operational Data
Erik Andersson, Jean-Noël Thépaut

12. Research Satellites
William Lahoz

13. General Concepts in Meteorology and Dynamics
Andrew Charlton-Perez, William Lahoz, Richard Swinbank

14. The Role of the Model in the Data Assimilation System
Richard B. Rood

15. Numerical Weather Prediction
Richard Swinbank

16. Introduction to Atmospheric Chemistry and Constituent Transport
Valery Yudin, Boris Khatattov

17. Representation and Modelling of Uncertainties in Chemistry and Transport Models
Boris Khattatov, Valery Yudin

18. Constituent Assimilation
William Lahoz, Quentin Errera

19. Inverse Modelling and Combined State-Source Estimation for Chemical Weather
Hendrik Elbern, Achim Strunk, Lars Nieradzik

20. Ocean Data Assimilation
Keith Haines

21. Land Surface Data Assimilation
Paul R. Houser, Gabriëlle J.M. Lannoy, Jeffrey P. Walker

22. Assimilation of GPS Soundings in Ionospheric Models
Boris Khattatov

23. Reanalysis: Data Assimilation for Scientific Investigation of Climate
Richard B. Rood, Michael G. Bosilovich

24. Observing System Simulation Experiments
Michiko Masutani, Thomas W. Schlatter, Ronald M. Errico, Ad Stoffelen, Erik Andersson, William Lahoz, John S. Woollen, G. David Emmitt, Lars-Peter Riishøjgaard, Stephen J. Lord

25. Data Assimilation for Other Planets
Stephen R. Lewis

Avainsanat: Earth Sciences, Mathematical Applications in Earth Sciences, Computer Applications in Earth Sciences, Remote Sensing/Photogrammetry, Meteorology/Climatology, Oceanography, Atmospheric Protection/Air Quality Control/Air Pollution