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020 a| 9780128044445;

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100 1 a| Fletcher, Steven J.?| UNAUTHORIZED;

245 10 a| Data assimilation for the geosciencesh| [electronic resource] :b| from theory to application /c| Steven J. Fletcher, Cooperative Institute for Research in the Atmosphere, Colorado State University, Fort Collins, CO, USA.;

260 a| Amsterdam, Netherlands :b| Elsevier,c| [2017];

300 a| xviii, 957 pages :b| illustrations (some color) ;c| 24 cm;

504 a| Includes bibliographical references (pages 923-939) and index.;

505 0 a| 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 of Space Variation Data Assimilation 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 and Particle Filter Methods -- Chapter 23. Applications of Data Asssimilation in the Geosciences -- Chapter 24. Solutions to Select Exercise -- Bibliography -- Index.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

650 0 a| Coding theory.=| ^A30321;

650 0 a| Earth sciencesx| Data processing.=| ^A1280979;

650 7 a| Coding theory.2| fast0| (OCoLC)fst00866237;

650 7 a| Earth sciencesx| Data processing.2| fast0| (OCoLC)fst00900738;

655 0 a| Electronic books.=| ^A491897;

856 40 z| Full text available from eBook - Earth and Planetary Sciences 2017 [EBCEPS17]u| https://go.openathens.net/redirector/ecu.edu?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Fbook%2F9780128044445;

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Data assimilation for the geosciences from theory to application / Steven J. Fletcher, Cooperative Institute for Research in the Atmosphere, Colorado State University, Fort Collins, CO, USA.

Author/creator	Fletcher, Steven J.
Format	Electronic
Publication Info	Amsterdam, Netherlands : Elsevier, [2017]
Description	xviii, 957 pages : illustrations (some color) ; 24 cm
Supplemental Content	Full text available from eBook - Earth and Planetary Sciences 2017 [EBCEPS17]
Subjects	Coding theory. Earth sciences--Data processing.

Contents	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 of Space Variation Data Assimilation 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 and Particle Filter Methods -- Chapter 23. Applications of Data Asssimilation in the Geosciences -- Chapter 24. Solutions to Select Exercise -- Bibliography -- Index.
Bibliography note	Includes bibliographical references (pages 923-939) and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2017302794
ISBN	9780128044445
ISBN	0128044446

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Data assimilation for the geosciences from theory to application / Steven J. Fletcher, Cooperative Institute for Research in the Atmosphere, Colorado State University, Fort Collins, CO, USA.

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