Data Assimilation

• NASA Global Modeling and Assimilation Office
• Global Ocean Data Assimilation Experiment
• Overview of Data Assimilation - Allan R. Robinson and Pierre Lermusiaux (2000)
• Data Assimilation for Modeling and Predicting Coupled Physical-Biological Interactions in the Sea - Allan R. Robinson et al. (2002)
• Data Assimilation in Models - P. Lermusiaux and A. Robinson (2001)
• Elementary 4D-VAR - Ross Bannister (2001)
• Unified notation for data assimilation - K. Ide et al. (1997)
• Kalman Filtering in Hydrological Modeling - Jean-Philippe Drecourt (2003)
• Data Assimilation Research Center
  • "Data Assimilation: Aims and Basic Concepts" - N. K. Nichols (2002)
  • "Treating Model Error in 3-D and 4-D Data Assimilation" - N. K. Nichols (2002)
• Data Assimilation and Retrieval - PHY 2509 Course, Saroja Polavarapu
  • Lecture Notes
  • "Estimation Theory and Foundations of Atmospheric Data Assimilation - Ricardo Todling (1999), DAO Office Note 1999-01 [Local Copy]
• Data Analysis and Assimilation - U. K. MetOffice
• Understanding Data Assimilation: How Models Create Their Initial Conditions - UCAR
• Data Assimilation in the Oceanic and Atmospheric Sciences - IMA Workshop, Spring 2002
• NATO ASI Data Assimilation for the Earth System (May-June 2002)
• ECMWF Training
  • Data Assimilation and the Use of Satellite Data
    • Assimilation Algorithms - Elias Valur Holm (2003)
    • Data Assimilation Concepts and Methods - F. Bouttier and P. Courtier (1999)
    • Observations and Diagnostic Tools for Assimilation - H. Jarvinen (1998)
    • Assimilation Techniques 3: 3dVar - Mike Fisher (2001)
    • Assimilation Techniques 4: 4dVar - Mike Fisher (2001)
    • Assimilation Techniques 5: Approximate Kalman Filters and Singular Vectors - Mike Fisher (2001)
    • The Control of Gravity Waves in Data Assimilation - A. Simmons (1999)
• "Topics in Data Assimilation: Application of the Stochastic Calculus - Robert Miller (2002)
• DAIHM Matlab Toolbox for Data Assimilation

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