Data assimilation for the geosciences :
Fletcher, Steven James,
Data assimilation for the geosciences : from theory to application / Steven J. Fletcher. - 1 online resource (xviii, 957 pages) : illustrations
Includes bibliographical references and index.
Chapter 1. Introduction -- Chapter 2. Overview of Linear Algebra -- Chapter 3. Univariate Distribution Theory -- Chapter 4. Multivariate Distribution Theory -- Chapter 5. Introduction to Calculus of Variation -- Chapter 6. Introduction to Control Theory -- Chapter 7. Optimal Control Theory -- Chapter 8. Numerical Solutions to Initial Value Problems -- Chapter 9. Numerical Solutions to Boundary Problems -- Chapter 10. Introduction to Semi-Langrangian Advection Methods -- Chapter 11. Introduction to Finite Element Modeling -- Chapter 12. Numerical Modeling of the Sphere -- Chapter 13. Tangent Linear Modeling and Adjoints -- Chapter 14. Observations -- Chapter 15. Non-variational Sequential Data Assimilation Methods -- Chapter 16. Variational Data Assimilation -- Chapter 17. Subcomponents of Variational Data Assimilation -- Chapter 18. Observation pf Space VAR DA Methods -- Chapter 19. Kalman Filter and Smoother -- Chapter 20. Ensemble-Based Data Asssimilation -- Chapter 21. Non-Gaussian Variational Data Assimilation -- Chapter 22. Markov Chain Monte Carlo Methods -- Chapter 23. Application of Data Asssimilation in the Geosciences -- Chapter 24. Solutions to Select Exercise -- Bibliography -- Index.
9780128044841 0128044845
Coding theory.
Earth sciences--Data processing.
COMPUTERS--Data Processing.
SCIENCE--System Theory.
TECHNOLOGY & ENGINEERING--Operations Research.
Coding theory.
Earth sciences--Data processing.
Electronic books.
Electronic book.
QA268
003/.54
519.2:55
Data assimilation for the geosciences : from theory to application / Steven J. Fletcher. - 1 online resource (xviii, 957 pages) : illustrations
Includes bibliographical references and index.
Chapter 1. Introduction -- Chapter 2. Overview of Linear Algebra -- Chapter 3. Univariate Distribution Theory -- Chapter 4. Multivariate Distribution Theory -- Chapter 5. Introduction to Calculus of Variation -- Chapter 6. Introduction to Control Theory -- Chapter 7. Optimal Control Theory -- Chapter 8. Numerical Solutions to Initial Value Problems -- Chapter 9. Numerical Solutions to Boundary Problems -- Chapter 10. Introduction to Semi-Langrangian Advection Methods -- Chapter 11. Introduction to Finite Element Modeling -- Chapter 12. Numerical Modeling of the Sphere -- Chapter 13. Tangent Linear Modeling and Adjoints -- Chapter 14. Observations -- Chapter 15. Non-variational Sequential Data Assimilation Methods -- Chapter 16. Variational Data Assimilation -- Chapter 17. Subcomponents of Variational Data Assimilation -- Chapter 18. Observation pf Space VAR DA Methods -- Chapter 19. Kalman Filter and Smoother -- Chapter 20. Ensemble-Based Data Asssimilation -- Chapter 21. Non-Gaussian Variational Data Assimilation -- Chapter 22. Markov Chain Monte Carlo Methods -- Chapter 23. Application of Data Asssimilation in the Geosciences -- Chapter 24. Solutions to Select Exercise -- Bibliography -- Index.
9780128044841 0128044845
Coding theory.
Earth sciences--Data processing.
COMPUTERS--Data Processing.
SCIENCE--System Theory.
TECHNOLOGY & ENGINEERING--Operations Research.
Coding theory.
Earth sciences--Data processing.
Electronic books.
Electronic book.
QA268
003/.54
519.2:55