Data assimilation for the geosciences : from theory to application /: from theory to application. (2022)

• Record Type: Book
• Further Information: Note: Steven James Fletcher.
• Authors: Fletcher, Steven J (Steven James)
• Contents: 1. Introduction; 2. Overview of Linear Algebra; 3. Univariate Distribution Theory; 4. Multivariate Distribution Theory; 5. Introduction to Calculus of Variation; 6. Introduction to Control Theory; 7. Optimal Control Theory; 8. Numerical Solutions to Initial Value Problems; 9. Numerical Solutions to Boundary Value Problems; 10. Introduction to Semi-Lagrangian Advection Methods; 11. Introduction to Finite Element Modeling; 12. Numerical Modeling on the Sphere; 13. Tangent Linear Modeling and Adjoints; 14. Observations; 15. Non-variational Sequential Data Assimilation Methods; 16. Variational Data Assimilation; 17. Subcomponents of Variational Data Assimilation; 18. Observation Space Variational Data Assimilation Methods; 19. Kalman Filter and Smoother; 20. Ensemble-Based Data Assimilation; 21. Non-Gaussian Variational Data Assimilation; 22. Markov Chain Monte Carlo and Particle Filter Methods; 23. Machine Learning Artificial Intelligence with Data Assimilation; 24. Applications of Data Assimilation in the Geosciences; 25. Solutions to Select Exercise
• Edition: Second edition
• Publisher Details: Amsterdam : Elsevier
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 550.15118; Earth sciences -- Mathematical models; Earth sciences -- Data processing; Earth sciences -- Mathematics
• Languages: English
• ISBNs: 9780323972536
• Related ISBNs: 9780323917209
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.