Remote Sensing

  1. Advanced Remote Sensing Systems
    1. Synthetic Aperture Radar
      1. SAR Principles
        1. Synthetic Aperture Concept
          1. Range and Azimuth Resolution
            1. Doppler Processing
            2. SAR System Parameters
              1. Frequency Bands
                1. Polarization Modes
                  1. Single Polarization
                    1. Dual Polarization
                      1. Quad Polarization
                      2. Incidence Angles
                        1. Look Directions
                        2. SAR Imaging Modes
                          1. Stripmap Mode
                            1. ScanSAR Mode
                              1. Spotlight Mode
                                1. TOPS Mode
                                2. SAR Image Characteristics
                                  1. Speckle Noise
                                    1. Geometric Distortions
                                      1. Foreshortening
                                        1. Layover
                                          1. Shadow
                                          2. Radiometric Properties
                                          3. SAR Data Processing
                                            1. Raw Data Processing
                                              1. Focusing Algorithms
                                                1. Geocoding
                                                  1. Speckle Filtering
                                                  2. Polarimetric SAR
                                                    1. Polarization Theory
                                                      1. Scattering Mechanisms
                                                        1. Polarimetric Decompositions
                                                          1. Target Classification
                                                          2. Interferometric SAR
                                                            1. InSAR Principles
                                                              1. Baseline Considerations
                                                                1. Phase Unwrapping
                                                                  1. Digital Elevation Model Generation
                                                                    1. Differential InSAR
                                                                      1. Persistent Scatterer Interferometry
                                                                        1. Small Baseline Subset
                                                                      2. Lidar Systems
                                                                        1. Lidar Principles
                                                                          1. Time-of-Flight Measurement
                                                                            1. Laser Pulse Characteristics
                                                                              1. Range Equation
                                                                              2. Lidar System Components
                                                                                1. Laser Sources
                                                                                  1. Scanner Systems
                                                                                    1. Photodetectors
                                                                                      1. GPS/INS Integration
                                                                                      2. Airborne Lidar Systems
                                                                                        1. Discrete Return Lidar
                                                                                          1. Full Waveform Lidar
                                                                                            1. Flight Planning
                                                                                              1. Data Acquisition Parameters
                                                                                              2. Terrestrial Laser Scanning
                                                                                                1. Static Scanning
                                                                                                  1. Mobile Mapping
                                                                                                    1. Registration Techniques
                                                                                                    2. Bathymetric Lidar
                                                                                                      1. Airborne Laser Bathymetry
                                                                                                        1. Water Penetration
                                                                                                          1. Bottom Detection
                                                                                                          2. Lidar Data Products
                                                                                                            1. Point Clouds
                                                                                                              1. Digital Elevation Models
                                                                                                                1. Digital Surface Models
                                                                                                                  1. Canopy Height Models
                                                                                                                    1. Intensity Images
                                                                                                                    2. Lidar Data Processing
                                                                                                                      1. Point Cloud Filtering
                                                                                                                        1. Ground Point Classification
                                                                                                                          1. Vegetation Analysis
                                                                                                                            1. Building Extraction
                                                                                                                          2. Thermal Remote Sensing
                                                                                                                            1. Thermal Radiation Principles
                                                                                                                              1. Blackbody Radiation
                                                                                                                                1. Planck's Law
                                                                                                                                  1. Stefan-Boltzmann Law
                                                                                                                                    1. Wien's Displacement Law
                                                                                                                                    2. Thermal Properties of Materials
                                                                                                                                      1. Emissivity
                                                                                                                                        1. Thermal Inertia
                                                                                                                                          1. Heat Capacity
                                                                                                                                            1. Thermal Conductivity
                                                                                                                                            2. Thermal Image Characteristics
                                                                                                                                              1. Temperature Retrieval
                                                                                                                                                1. Atmospheric Effects
                                                                                                                                                  1. Emissivity Corrections
                                                                                                                                                  2. Diurnal Temperature Variations
                                                                                                                                                    1. Heating and Cooling Cycles
                                                                                                                                                      1. Thermal Lag Effects
                                                                                                                                                        1. Material-Specific Responses
                                                                                                                                                        2. Thermal Data Processing
                                                                                                                                                          1. Radiometric Calibration
                                                                                                                                                            1. Atmospheric Correction
                                                                                                                                                              1. Temperature Conversion
                                                                                                                                                                1. Emissivity Separation
                                                                                                                                                              2. Hyperspectral Remote Sensing
                                                                                                                                                                1. Hyperspectral Concepts
                                                                                                                                                                  1. Spectral Resolution
                                                                                                                                                                    1. Spectral Sampling
                                                                                                                                                                      1. Data Cube Structure
                                                                                                                                                                      2. Hyperspectral Sensors
                                                                                                                                                                        1. Whiskbroom Systems
                                                                                                                                                                          1. Pushbroom Systems
                                                                                                                                                                            1. Snapshot Systems
                                                                                                                                                                            2. Spectral Libraries
                                                                                                                                                                              1. Reference Spectra
                                                                                                                                                                                1. Spectral Databases
                                                                                                                                                                                  1. Field Spectroscopy
                                                                                                                                                                                  2. Hyperspectral Data Processing
                                                                                                                                                                                    1. Dimensionality Reduction
                                                                                                                                                                                      1. Noise Reduction
                                                                                                                                                                                        1. Atmospheric Correction
                                                                                                                                                                                        2. Spectral Analysis Techniques
                                                                                                                                                                                          1. Spectral Angle Mapper
                                                                                                                                                                                            1. Spectral Information Divergence
                                                                                                                                                                                              1. Binary Encoding
                                                                                                                                                                                                1. Spectral Feature Fitting
                                                                                                                                                                                                2. Endmember Analysis
                                                                                                                                                                                                  1. Pure Pixel Identification
                                                                                                                                                                                                    1. Endmember Extraction
                                                                                                                                                                                                      1. Linear Spectral Unmixing
                                                                                                                                                                                                        1. Non-linear Unmixing
                                                                                                                                                                                                        2. Continuum Removal
                                                                                                                                                                                                          1. Continuum Definition
                                                                                                                                                                                                            1. Absorption Feature Analysis
                                                                                                                                                                                                              1. Band Depth Calculations

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                                                                                                                                                                                                          14. Remote Sensing Applications