Description
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- Cover
- Title
- Copyright
- Contents
- Preface
- 1 Modeling and Mathematical Concepts
- Pros and Cons of Dynamical Models
- An Important Modeling Assumption
- Some Examples
- Example I: Simulation of Chicxulub Impact and Its Consequences
- Example II: Storm Surge of Hurricane Ivan in Escambia Bay
- Steps in Model Building
- Basic Definitions and Concepts
- Nondimensionalization
- A Brief Mathematical Review
- Summary
- 2 Basics of Numerical Solutions by Finite Difference
- First Some Matrix Algebra
- Solution of Linear Systems of Algebraic Equations
- General Finite Difference Approach
- Discretization
- Obtaining Difference Operators by Taylor Series
- Explicit Schemes
- Implicit Schemes
- How Good Is My Finite Difference Scheme?
- Stability Is Not Accuracy
- Summary
- Modeling Exercises
- 3 Box Modeling: Unsteady, Uniform Conservation of Mass
- Translations
- Example I: Radiocarbon Content of the Biosphere as a One-Box Model
- Example II: The Carbon Cycle as a Multibox Model
- Example III: One-Dimensional Energy Balance Climate Model
- Finite Difference Solutions of Box Models
- The Forward Euler Method
- Predictor–Corrector Methods
- Stiff Systems
- Example IV: Rothman Ocean
- Backward Euler Method
- Model Enhancements
- Summary
- Modeling Exercises
- 4 One-Dimensional Diffusion Problems
- Translations
- Example I: Dissolved Species in a Homogeneous Aquifer
- Example II: Evolution of a Sandy Coastline
- Example III: Diffusion of Momentum
- Finite Difference Solutions to 1-D Diffusion Problems
- Summary
- Modeling Exercises
- 5 Multidimensional Diffusion Problems
- Translations
- Example I: Landscape Evolution as a 2-D Diffusion Problem
- Example II: Pollutant Transport in a Confined Aquifer
- Example III: Thermal Considerations in Radioactive Waste Disposal
- Finite Difference Solutions to Parabolic PDEs and Elliptic Boundary Value Problems
- An Explicit Scheme
- Implicit Schemes
- Case of Variable Coefficients
- Summary
- Modeling Exercises
- 6 Advection-Dominated Problems
- Translations
- Example I: A Dissolved Species in a River
- Example II: Lahars Flowing along Simple Channels
- Finite Difference Solution Schemes to the Linear Advection Equation
- Summary
- Modeling Exercises
- 7 Advection and Diffusion (Transport) Problems
- Translations
- Example I: A Generic 1-D Case
- Example II: Transport of Suspended Sediment in a Stream
- Example III: Sedimentary Diagenesis: Influence of Burrows
- Finite Difference Solutions to the Transport Equation
- QUICK Scheme
- QUICKEST Scheme
- Summary
- Modeling Exercises
- 8 Transport Problems with a Twist: The Transport of Momentum
- Translations
- Example I: One-Dimensional Transport of Momentum in a Newtonian Fluid (Burgers’ Equation)
- An Analytic Solution to Burgers’ Equation
- Finite Difference Scheme for Burgers’ Equation
- Solution Scheme Accuracy
- Diffusive Momentum Transport in Turbulent Flows
- Adding Sources and Sinks of Momentum: The General Law of Motion
- Summary
- Modeling Exercises
- 9 Systems of One-Dimensional Nonlinear Partial Differential Equations
- Translations
- Example I: Gradually Varied Flow in an Open Channel
- Finite Difference Solution Schemes for Equation Sets
- Explicit FTCS Scheme on a Staggered Mesh
- Four-Point Implicit Scheme
- The Dam-Break Problem: An Example
- Summary
- Modeling Exercises
- 10 Two-Dimensional Nonlinear Hyperbolic Systems
- Translations
- Example I: The Circulation of Lakes, Estuaries, and the Coastal Ocean
- An Explicit Solution Scheme for 2-D Vertically Integrated Geophysical Flows
- Lake Ontario Wind-Driven Circulation: An Example
- Summary
- Modeling Exercises
- Closing Remarks
- References
- Index