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Why Microwaves? | |
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Overview of Microwave Systems | |
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Information from Passive Microwave Imagers | |
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Information from Passive Microwave Sounders | |
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Information from Active Microwave Instruments | |
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How Can This Information be Used? | |
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A Brief History of Microwaves | |
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In the beginning... | |
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Out of the Darkness: Maxwell and Hertz | |
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Radios, Death Rays and Radar | |
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The Venus Ruler and Little Green Men | |
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Imaging Radar | |
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Microwave Remote Sensing from Space | |
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Further Reading | |
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Physical Fundamentals | |
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Physical Properties of EM Waves | |
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Electromagnetic Radiation as Waves | |
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Complex Wave Description | |
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Energy and Power of Waves | |
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Polarisation | |
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Combination of Waves | |
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Coherence | |
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The Most Important Section in This Book | |
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Phase as a (Relative) Distance Measure | |
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Combining Two Waves in 2-D | |
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Quantifying the Interference Pattern | |
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Passive Case | |
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Multiple Source Interference Pattern | |
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Beamwidth and Angular Resolution | |
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Huygens' Wavelets | |
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More on Coherence | |
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Propagation of Microwaves | |
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Through Lossy Media | |
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Moving Sources | |
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Where Do Microwaves Come From? | |
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How Are They Produced in Nature? | |
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Radiation Laws | |
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How Are Microwaves Produced Artificially? | |
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Further Reading | |
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Polarimetry | |
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Describing Polarised Waves | |
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Summary of Linear Basis | |
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Superposition of Polarised Waves | |
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Representing Polarisation | |
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Poincare sphere | |
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Mathematical Description | |
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Stokes Vector | |
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Brightness Stokes Vector | |
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Partially Polarised Waves | |
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The Stokes Scattering Matrix | |
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The Scattering Matrix | |
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Target Vector | |
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Covariance Matrix | |
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Passive Polarimetry | |
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Polarimetry in Radar | |
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Radar Polarimeters | |
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Polarimetric Synthesis and Response Curves | |
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Important Polarimetric Properties | |
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Unpolarised Power | |
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Degree of Polarisation and Coefficient of Variation | |
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Polarimetric Ratios | |
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Coherent Parameters | |
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Polarimetric Decomposition | |
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Further Reading | |
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Microwaves in the Real World | |
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Continuous Media and the Atmosphere | |
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Radiative Transfer Theory | |
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Microwave Brightness Temperature | |
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Spectral Lines | |
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Line Broadening | |
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Faraday Rotation | |
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Interaction With Discrete Objects | |
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Diffraction | |
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Importance of Diffraction | |
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Scattering | |
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Radar Cross-section | |
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Importance of Scattering Theory | |
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Scattering and Emission from Volumes | |
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Transmission Through Volumes | |
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Emission | |
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Scattering | |
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Reflection and Emission from Smooth Surfaces | |
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Scattering from Smooth Boundaries | |
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Emission from Smooth Boundaries | |
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Summary | |
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Scattering and Emission from Rough Surfaces | |
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Definition of "Rough" | |
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Effects of Roughness | |
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Summary | |
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Non-Random (Periodic) Surfaces | |
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Scattering and Emission from Natural Surfaces | |
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Oceans and Lakes | |
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Hydrometeors | |
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Ice and Snow | |
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Freshwater Ice | |
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Glacial Ice | |
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Sea Ice | |
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Bare Rock and Deserts | |
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Soils | |
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Vegetation | |
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Special Scatterers | |
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Corner Reflectors | |
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Moving Targets | |
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Mixed Targets | |
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Further Reading | |
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Detecting Microwaves | |
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General Approach | |
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Conceptual Approach to Microwave Systems | |
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A Word of Warning | |
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Basic Microwave Radiometer | |
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The Antenna | |
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Parabolic Antennas | |
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The Dipole Antenna | |
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Array Antennas | |
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Antenna Properties | |
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The Receiver | |
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Detector | |
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Coherent Systems | |
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Active Systems | |
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System Performance | |
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Noise and Sensitivity | |
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Sensitivity Considerations for Receivers | |
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Other Sources of Uncertainty | |
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Calibration | |
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Antenna Calibration | |
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Verification and Validation | |
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Types of Calibration | |
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Strategies for Calibrating Receivers | |
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Final Remarks on Calibration | |
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Further Reading | |
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Atmospheric Sounding | |
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Atmospheric Sounding | |
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The Need for Measurements | |
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The Earth's Atmosphere | |
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Water Vapour and Oxygen | |
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Clouds and Precipitation | |
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Ozone | |
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Chlorine Monoxide | |
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Other Relevant Measurements | |
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Principles of Measurement | |
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Theoretical Basis of Sounding | |
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The Forward Model | |
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Simple Formulation of the Forward Model | |
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The Inverse Model | |
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Solving the Inverse Problem | |
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The Influence Functions | |
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Viewing Geometries | |
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Nadir Sounding | |
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Limb Sounding | |
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Passive Rainfall Mapping | |
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The Need for Measurements | |
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Principles of Measurement | |
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Emission Method | |
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Scattering Method | |
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Further Reading | |
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Passive Imaging | |
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Principles of Measurement | |
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Background | |
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Practical Radiometers | |
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Viewing Geometries | |
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The Generic Forward Model | |
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Oceans | |
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The Need for Measurements | |
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Principles of Measurement: SST | |
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Principles of Measurement: Ocean Salinity | |
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Principles of Measurement: Ocean Winds | |
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Sea Ice | |
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The Need for Measurements | |
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Sea Ice Concentration | |
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Land | |
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The Need for Measurements | |
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The Forward Problem Over Land | |
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Empirical Approaches to Snow Depth | |
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A Final Comment on Passive Polarimetry | |
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Further Reading | |
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Active Microwaves | |
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Principles of Measurement | |
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What is RADAR? | |
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Basic Radar Operation | |
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The Generic Equations of Radar Performance | |
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The Radar Equation | |
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Range resolution | |
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Radar Altimeters | |
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The Need for Altimeter Measurements | |
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Altimeter Geometry | |
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Instrumentation | |
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Echo Shape Analysis | |
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Range Ambiguity | |
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Accuracy of Height Retrievals | |
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Scanning Altimeters | |
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Calibration and Validation | |
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Improving Directionality | |
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Sub-Beamwidth Resolution | |
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Synthetic Aperture Altimeters | |
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Scatterometers | |
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The Need for Scatterometer Measurements | |
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General Operation | |
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Rain Radar | |
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Windscatterometers | |
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Polarimetric Scatterometers | |
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Further Reading | |
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Imaging Radar | |
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The Need for Imaging Radar | |
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Oceans | |
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Sea Ice | |
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Terrestrial Surfaces | |
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The Water Cloud Model for Vegetation | |
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Other Uses of Radar Imagery | |
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What is an Image? | |
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Radar Image Construction | |
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Side-Looking Airborne Radar | |
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Ground Range resolution | |
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Azimuth Resolution | |
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Synthetic Aperture Radar (SAR) | |
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Aperture Synthesis: A Doppler Interpretation | |
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Aperture Synthesis: A Geometric Explanation | |
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Geometry vs Doppler | |
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SAR Focussing | |
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Radar equation for SAR | |
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Geometric Distortions in Radar Images | |
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Lay-over and Foreshortening | |
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Radar Shadow | |
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Motion Errors | |
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Moving Targets | |
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Operational Limits | |
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Ambiguities | |
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Coverage vs PRF | |
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Other SAR Modes | |
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ScanSAR Operation | |
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Spotlight Mode | |
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Working With SAR Images | |
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Speckle | |
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Speckle Statistics | |
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Speckle Filtering | |
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Geometric Correction | |
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Limitations of Geometric Correction | |
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SAR Data Formats | |
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Extracting Topography from SAR Images | |
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Stereo SAR Radargrammetry | |
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SAR Clinometry | |
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Further Reading | |
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Interferometry | |
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The Need for Interferometric Measurements | |
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Principles of Interferometry | |
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Phase Measurements | |
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Application of Dual Systems | |
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Interferometry for Resolving Direction | |
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Passive Imaging Interferometry | |
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Radar Interferometry | |
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Interferometric Altimetry | |
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Interferometric SAR | |
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InSAR Viewing Geometries | |
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Interferometric Coherence Magnitude | |
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Decorrelation | |
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Summary of Decorrelation | |
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Practical DEM Generation | |
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InSAR Processing Chain | |
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Vegetation Height Estimation | |
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Single Frequency | |
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Dual-Frequency | |
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Polarimetric Interferometry and Multibaseline Interferometry | |
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SAR Tomography | |
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Differential SAR Interferometry | |
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Considerations and Limitations | |
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Atmospheric Water Vapour | |
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Permanent Scatterer Interferometry | |
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Along-Track Interferometry | |
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Further Reading | |
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Summary of Useful Mathematics | |
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Angles | |
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Degrees | |
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Radians | |
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Steradian (solid angle) | |
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Some Useful Trigonometric Relations | |
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Logs and Exponentials | |
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Some Fundamental Properties | |
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Special values | |
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Series Expansions | |
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Complex Numbers | |
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Vectors | |
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Law of Vector Algebra | |
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Cross or Vector Product | |
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Matrices | |
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Matrix Algebra | |
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Bibliography | |