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Chapter 1 Installation of QGIS 2.18 for Windows
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QGIS installation
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QGIS Plugin installation
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R installation
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Chapter 2 Fundamentals of Image Processing
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Downloading Sentinel-2 images
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Raster metadata
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Raster histogram
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Changing Raster Layer Style
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Split stack
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Create stack
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Changing pixel size
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Data type conversion
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Spatial subset
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Chapter 3 Digital Elevation Model
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Digital Elevation Model (DEM) Processing
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The Profile plugin
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Chapter 4 Georeferencing
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Georeferencing of UAV photos
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Chapter 5 Spectral Indices
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Spectral indices
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Chapter 6 Cloud Masking
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Cloud masking
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Chapter 7 Image Enhancement
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7.1 Pansharpening
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Image fusion
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7.2 Spatial Filters
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Arithmetic mean filter
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Gaussian filter
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Sobel filter
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Line segment extraction
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First-order texture
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Haralick Texture
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7.3 Compression Technique
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Principal component analysis
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Chapter 8 Land Cover/Use Classification
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8.1 Classification Scheme
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Loading vector data
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Conditional field calculator
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Convert vector to raster
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8.2 Point Sampling
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Creating regular grid
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Point sampling on raster
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8.3 Classification using Semi-Automatic Classification plugin
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Land Cover/Use Classification using the Semi-Automatic Classification Plugin for QGIS
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8.4 Classification using Orfeo Toolbox
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Supervised classification (Tutorial)
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Object-based classification (Tutorial)
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Chapter 9 Change Detection Techniques
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Change detection
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Chapter 10 Processing of LiDAR Point Clouds
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Canopy Height Model based on Airborne Laserscanning using LAStools
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Individual Tree Detection (ITC)
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