
Semi-Lagrangian Advection Methods and Their Applications in Geoscience
- 624 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Semi-Lagrangian Advection Methods and Their Applications in Geoscience
About this book
Semi-Lagrangian Advection Methods and Their Applications in Geoscience provides a much-needed resource on semi-Lagrangian theory, methods, and applications. Covering a variety of applications, the book brings together developments of the semi-Lagrangian in one place and offers a comparison of semi-Lagrangian methods with Eulerian-based approaches. It also includes a chapter dedicated to difficulties of dealing with the adjoint of semi-Lagrangian methods and illustrates the behavior of different schemes for different applications. This allows for a better understanding of which schemes are most efficient, stable, consistent, and likely to introduce the minimum model error into a given problem.Beneficial for students learning about numerical approximations to advection, researchers applying these techniques to geoscientific modeling, and practitioners looking for the best approach for modeling, Semi-Lagrangian Advection Methods and Their Applications in Geoscience fills a crucial gap in numerical modeling and data assimilation in geoscience.- Provides a single resource for understanding semi-Lagrangian methods and what is involved in its application- Includes exercises and codes to supplement learning and create opportunities for practice- Includes coverage of adjoints, examining the advantages and disadvantages of different approaches in multiple coordinate systems and different discretizations- Includes links to numerical datasets and animations to further enhance understanding
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Information
Table of contents
- Cover image
- Title page
- Table of Contents
- Copyright
- Chapter 1: Introduction
- Chapter 2: Eulerian modeling of advection problems
- Chapter 3: Stability, consistency, and convergence of Eulerian advection based numerical methods
- Chapter 4: History of semi-Lagrangian methods
- Chapter 5: Semi-Lagrangian methods for linear advection problems
- Chapter 6: Interpolation methods
- Chapter 7: Stability and consistency analysis of semi-Lagrangian methods for the linear problem
- Chapter 8: Advection with nonconstant velocities
- Chapter 9: Nonzero forcings
- Chapter 10: Semi-Lagrangian methods for two-dimensional problems
- Chapter 11: Semi-Lagrangian methods for three-dimensional problems
- Chapter 12: Semi-Lagrangian methods on a sphere
- Chapter 13: Shape-preserving and mass-conserving semi-Lagrangian approaches
- Chapter 14: Tangent linear modeling and adjoints of semi-Lagrangian methods
- Chapter 15: Applications of semi-Lagrangian methods in the geosciences
- Chapter 16: Solutions to select exercises
- Bibliography
- Index