Geophysics

  1. Computational Geophysics and Data Analysis
    1. Data Acquisition Systems
      1. Digital Recording
        1. Sampling Theory
          1. Data Formats
            1. Quality Control
            2. Signal Processing
              1. Preprocessing
                1. Detrending
                  1. Filtering
                    1. Resampling
                    2. Noise Reduction
                      1. Statistical Methods
                        1. Adaptive Filtering
                        2. Spectral Analysis
                          1. Power Spectral Density
                            1. Cross-spectral Analysis
                              1. Coherence Analysis
                            2. Forward Modeling
                              1. Model Parameterization
                                1. Numerical Solutions
                                  1. Synthetic Data Generation
                                    1. Model Validation
                                    2. Inverse Theory
                                      1. Linear Inversion
                                        1. Least Squares
                                          1. Singular Value Decomposition
                                            1. Regularization
                                            2. Nonlinear Inversion
                                              1. Iterative Methods
                                                1. Global Optimization
                                                  1. Monte Carlo Methods
                                                  2. Uncertainty Analysis
                                                    1. Error Propagation
                                                      1. Resolution Analysis
                                                        1. Model Appraisal
                                                      2. Numerical Methods
                                                        1. Finite Difference Methods
                                                          1. Grid Design
                                                            1. Stability Analysis
                                                              1. Boundary Conditions
                                                              2. Finite Element Methods
                                                                1. Mesh Generation
                                                                  1. Element Types
                                                                    1. Assembly Process
                                                                    2. Spectral Methods
                                                                      1. Fourier Methods
                                                                        1. Chebyshev Methods
                                                                        2. Boundary Element Methods
                                                                          1. Green's Functions
                                                                            1. Integral Equations
                                                                          2. Data Visualization
                                                                            1. 2D Visualization
                                                                              1. Contour Maps
                                                                                1. Image Displays
                                                                                  1. Profile Plots
                                                                                  2. 3D Visualization
                                                                                    1. Volume Rendering
                                                                                      1. Isosurface Displays
                                                                                        1. Cross-sections
                                                                                        2. Interactive Visualization
                                                                                          1. Real-time Display
                                                                                            1. User Interfaces
                                                                                            2. Interpretation Tools
                                                                                              1. Picking Software
                                                                                                1. Modeling Interfaces
                                                                                                  1. Report Generation

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                                                                                              10. Applied Geophysics

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                                                                                              1. Introduction to Geophysics