2010

Data Assimilation

Making Sense of Observations

Editors:

ISBN: 978-3-540-74702-4 (Print) 978-3-540-74703-1 (Online)

Table of contents (25 chapters)

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  1. Front Matter

    Pages i-xiv

  2. Theory

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-12

      Data Assimilation and Information

    3. No Access

      Book Chapter

      Pages 13-39

      Mathematical Concepts of Data Assimilation

    4. No Access

      Book Chapter

      Pages 41-67

      Variational Assimilation

    5. No Access

      Book Chapter

      Pages 69-92

      Ensemble Kalman Filter: Current Status and Potential

    6. No Access

      Book Chapter

      Pages 93-112

      Error Statistics in Data Assimilation: Estimation and Modelling

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      Book Chapter

      Pages 113-135

      Bias Estimation

    8. No Access

      Book Chapter

      Pages 137-216

      The Principle of Energetic Consistency in Data Assimilation

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      Book Chapter

      Pages 217-240

      Evaluation of Assimilation Algorithms

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      Book Chapter

      Pages 241-260

      Initialization

  3. Observations

    1. Front Matter

      Pages 261-261

    2. No Access

      Book Chapter

      Pages 263-281

      The Global Observing System

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      Book Chapter

      Pages 283-299

      Assimilation of Operational Data

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      Book Chapter

      Pages 301-321

      Research Satellites

  4. Meteorology and Atmospheric Dynamics

    1. Front Matter

      Pages 323-323

    2. No Access

      Book Chapter

      Pages 325-349

      General Concepts in Meteorology and Dynamics

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      Book Chapter

      Pages 351-379

      The Role of the Model in the Data Assimilation System

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      Book Chapter

      Pages 381-406

      Numerical Weather Prediction

  5. Atmospheric Chemistry

    1. Front Matter

      Pages 407-407

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      Book Chapter

      Pages 409-430

      Introduction to Atmospheric Chemistry and Constituent Transport

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      Book Chapter

      Pages 431-448

      Representation and Modelling of Uncertainties in Chemistry and Transport Models

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      Book Chapter

      Pages 449-490

      Constituent Assimilation

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      Book Chapter

      Pages 491-513

      Inverse Modelling and Combined State-Source Estimation for Chemical Weather

  6. Wider Applications

    1. Front Matter

      Pages 515-515

    2. No Access

      Book Chapter

      Pages 517-547

      Ocean Data Assimilation

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