5.8 Wavelet Power Spectrum -- 5.9 Detecting Abrupt Transitions in Time Series -- 5.10 Aligning Stratigraphic Sequences -- 5.11 Nonlinear Time Series Analysis (by N. Marwan) -- Phase Space Portrait -- Recurrence Plots -- Recurrence Quantification -- Anchor 16 -- Recommended Reading -- 6 Signal Processing -- 6.1 Introduction -- 6.2 Generating Signals -- 6.3 Linear Time-Invariant Systems -- 6.4 Convolution, Deconvolution, and Filtering -- 6.5 Comparing Functions for Filtering Data Series -- 6.6 Recursive and Nonrecursive Filters -- 6.7 Impulse Response -- 6.8 Frequency Response -- 6.9 Filter Design -- 6.10 Adaptive Filtering -- Recommended Reading -- 7 Spatial Data -- 7.1 Introduction -- 7.2 The Global Geography Database GSHHG -- 7.3 The 1 Arc-Minute Gridded Global Relief Data ETOPO1 -- 7.4 The 30 Arc-Second Elevation Model GTOPO30 -- 7.5 The Shuttle Radar Topography Mission SRTM -- 7.6 Exporting 3D Graphics to Create Interactive Documents -- 7.7 Gridding and Contouring -- 7.8 Comparison of Methods and Potential Artifacts -- 7.9 Statistics of Point Distributions -- 7.10 Analysis of Digital Elevation Models (by R. Gebbers) -- 7.11 Geostatistics and Kriging (by R. Gebbers) -- Anchor 13 -- Recommended Reading -- 8 Image Processing -- 8.1 Introduction -- 8.2 Data Storage -- 8.3 Importing, Processing, and Exporting Images -- 8.4 Importing, Processing, and Exporting Landsat Images -- 8.5 Importing and Georeferencing Terra ASTER Images -- 8.6 Processing and Exporting EO-1 Hyperion Images -- 8.7 Digitizing from the Screen -- 8.8 Image Enhancement, Correction, and Rectification -- 8.9 Color Intensity Transects Across Varved Sediments -- 8.10 Grain Size Analysis from Microscopic images -- 8.11 Quantifying Charcoal in Microscopic images -- 8.12 Shape-Based Object Detection in Images -- 8.13 The Normalized Difference Vegetation Index NDVI -- Anchor 15. |