Introduction to satellite remote sensing atmosphere, ocean, land and cryosphere applications

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Hauptverfasser: Emery, William J. (VerfasserIn), Camps, Adriano (VerfasserIn)
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Veröffentlicht: Amsterdam Elsevier [2017]
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adam_text Titel: Introduction to satellite remote sensing Autor: Emery, William J Jahr: 2017 Contents CHAPTER 1 The History of Satellite Remote Sensing........................................1 1.1 The Definition of Remote Sensing.............................................................................1 1.2 The History of Satellite Remote Sensing...................................................................1 1.2.1 The Nature of Light and the Development of Aerial Photography................1 1.2.2 The Birth of Earth-Orbiting Satellites.............................................................6 1.2.3 The Future of Polar-Orbiting Satellites.........................................................20 1.2.4 Other Historical Satellite Programs...............................................................25 1.3 Study Questions...............................................................................42 CHAPTER 2 Basic Electromagnetic Concepts and Applications to Optical Sensors......................................................................43 2.1 Max well s Equations............................................................................43 2.2 The Basics of Electromagnetic Radiation..............................................................43 2.3 The Remote Sensing Process.................................................................................44 2.4 The Character of Electromagnetic Waves..............................................................46 2.4.1 Definition of Radiometric Terms.................................................................46 2.4.2 Polarization and the Stokes Vector..............................................................50 2.4.3 Reflection and Refraction at the Interface of Two Flat Media...................52 2.4.4 Brewster s Angle.................................................................................52 2.4.5 Critical Angle.....................................................................................54 2.4.6 Albedo Versus Reflectance...........................................................................55 2.5 Electromagnetic Spectrum: Distribution of Radiant Energies.......................55 2.5.1 Gamma, X-Ray, and Ultraviolet Portions of the Electromagnetic Spectrum.....................................................................................57 2.5.2 Visible Spectrum................................................................................59 2.5.3 Thermal Infrared Spectrum..........................................................................60 2.5.4 Microwave Spectrum....................................................................................60 2.6 Atmospheric Transmission...................................................................................62 2.6.1 Spectral Windows.....................................................................................65 2.6.2 Atmospheric Effects.....................................................................................66 2.7 Sensors to Measure Parameters of the Earth s Surface..................................69 2.8 Incoming Solar Radiation.......................................................................................71 2.9 Infrared Emissions.....................................................................................72 2.10 Surface Reflectance: Land Targets.........................................................................77 2.10.1 Land Surface Mixtures...............................................................................80 2.11 Study Questions....................................................................................81 CHAPTER 3 Optical Imaging Systems..........................................................85 3.1 Physical Measurement Principles...........................................................................85 3.2 Basic Optical Systems...................................................................................86 3.2.1 Prisms.....................................................................................86 3.2.2 Fitter-Wheel Radiometers............................................................................87 3.2.3 Grating Spectrometer................................................................................92 3.2.4 Interferometer..........................................................................95 3.3 Spectral Resolving Power; the Rayleigh Criterion................................................96 3.4 Detecting the Signal.....................................................................................97 3.5 Vignetting.................................................................................100 3.6 Scan Geometries.................................................................................102 3.7 Field of View.......................................................................................108 3.8 Optical Sensor Calibration...................................................................................109 3.8.1 Visible Wavelengths Calibration................................................................109 3.8.2 Polarization Filters.....................................................................................113 3.9 Light Detection and Ranging...............................................................................115 3.9.1 Physics of the Measurement......................................................................115 3.9.2 Optical and Technological Considerations................................................117 3.9.3 Applications of LIDAR Systems.........................................................118 3.9.4 Wind LIDAR......................................................................................119 3.10 Study Questions...................................................................................125 CHAPTER 4 Microwave Radiometry............................................................131 4.1 Basic Concepts on Microwave Radiometry...........................................................131 4.1.1 Blackbody Radiation....................................................................................131 4.1.2 Gray-body Radiation: Brightness Temperature and Emissivity..................134 4.1.3 General Expressions for the Emissivity.......................................................135 4.1.4 Power Collected by an Antenna Surrounded by a Blackbody....................137 4.1.5 Power Collected by an Antenna Surrounded by a Gray body: Apparent Temperature and Antenna Temperature.......................................138 4.2 The Radiative Transfer Equation............................................................................140 4.2.1 The Complete Polarimetric Radiative Transfer Equation...........................140 4.2.2 Usual Approximations to the Radiative Transfer Equation........................142 4.3 Emission Behavior of Natural Surfaces.................................................................145 4.3.1 The Atmosphere...............................................................................145 4.3.2 The Ionosphere................................................................................150 4.3.3 Land Emission..................................................................................156 4.3.4 Ocean Emission..................................................................................159 4.4 Understanding Microwave Radiometry Imagery...................................................181 4.5 Applications of Microwave Radiometry................................................................187 4.6 Sensors................................................................................197 4.6.1 Historical Review of Microwave Radiometers and Frequency Bands Used.....................................................................197 4.6.2 Microwave Radiometers: Basic Performance............................................197 4.6.3 Real Aperture Radiometers........................................................................220 4.6.4 Synthetic Aperture Radiometers................................................................257 4.6.5 Future Trends in Microwave Radiometers...........................................286 4.7 Study Questions.................................................................................288 CHAPTER 5 Radar.................................................................................291 5.1 A Compact Introduction to Radar Theory.............................................................293 5.1.1 Remote Ranging......................................................................................294 5.1.2 Doppler Analysis.....................................................................................296 5.2 Radar Scattering..............................................................................297 5.2.1 Radar Frequency Bands.............................................................................298 5.2.2 Normalizations of the Radar Reflectivity............................................299 5.2.3 Point Versus Distributed Scatterers............................................................302 5.2.4 Speckle, Multilook, and Radiometric Resolution......................................304 5.2.5 Radar Equation..................................................................................307 5.2.6 Radar Waves at an Interface......................................................................310 5.2.7 Multiple Reflections: Double Bounce, Triple Bounce, and Urban Areas...................................................................................311 5.2.8 Backscattering of Surfaces.........................................................................314 5.2.9 Periodic Scattering: The Bragg Model............................................318 5.2.10 Backscattering of Volumes.........................................................................321 5.2.11 Overall Summary of Radar Backscalter..........................................325 5.2.12 Depolarization of Radar Waves.................................................................325 5.3 Radar Systems..................................................................................330 5.3.1 Range-Doppler Radars...............................................................................330 5.3.2 Optimal Receiver for a Single Echo: The Matched Filter........................333 5.3.3 Matched Filter Versus Inverse Filter..........................................................334 5.3.4 Optimal Receiver for Range-Doppler Radar Echoes: The Backprojection Operator.....................................................................336 5.3.5 Radar Waveforms.......................................................................................337 5.3.6 A Paradigmatic Example: Linear Frequency Modulated Pulses (Chirps).........................................................................337 5.3.7 Geometrical Dialectics of Remote Sensing Radars...................................340 5.3.8 Profiler Versus Imaging Radars..................................................................341 5.3.9 Nadir-Looking Versus Side-Looking Radars.............................................342 5.3.10 Distortions of the Radar Side-Looking Geometry.....................................344 5.3.11 Flat Earth Versus Curved Surface..............................................................347 5.3.12 Ground Velocity.........................................................................................349 5.3.13 Local Versus Global Coordinate Systems.........................................350 5.3.14 The Radar Coordinates...............................................................................352 5.3.15 Geocoding...............................................................................352 5.3.16 Real Versus Synthetic Aperture.................................................................353 5.3.17 The Radar as a Communications System................................................355 5.4 Synthetic Aperture Radar.......................................................................................375 5.4.1 A Compact Introduction to Synthetic Aperture Radar Theory...................377 5.4.2 Synthetic Aperture Radar Systems and Missions........................................391 5.4.3 Fundamentals of Synthetic Aperture Radar Processing..............................391 5.5 Synthetic Aperture Radar Interferometry...............................................................401 5.5.1 Geometrical Models.....................................................................................403 5.5.2 Coherence, Effective Number of Looks, and Decorrelation Sources...................................................................................408 5.5.3 Interferometric Processing...........................................................................413 5.5.4 Differential Synthetic Aperture Radar Interferometry................................417 5.5.5 Synthetic Aperture Radar Tomography..................................................422 5.6 Future Synthetic Aperture Radar Systems.............................................................427 5.6.1 High-Orbit (Medium Earth/Geosynchronous) Synthetic Aperture Radar........................................................................................428 5.6.2 Multichannel Synthetic Aperture Radar Systems.......................................429 5.6.3 Onboard Processing for Data Reduction in Earth and Planetary Synthetic Aperture Radar Missions..........................................................431 5.6.4 Bistatic and Multistatic Synthetic Aperture Radar Constellations..............432 5.7 Radar Altimeters.................................................................................435 5.7.1 Geometrical Models.....................................................................................437 5.7.2 Illuminated Area and Echo Signal Power..............................................439 5.7.3 Radar Altimetry Over the Ocean.................................................................440 5.7.4 Error Correction and Calibration.................................................................444 5.8 Radar Scatterometry for Ocean Wind Vector Observations..............................445 5.8.1 Brief History of Scatterometry.....................................................................446 5.8.2 Scatterometer Antenna Technology.............................................................447 5.8.3 SeaWinds a Scatterometer Example.................................................448 5.8.4 Scatterometer Limitations............................................................................449 5.8.5 Examples of Scatterometer Measurements..................................................449 5.9 Study Questions..................................................................................452 CHAPTER 6 Remote Sensing Using Global Navigation Satellite System Signals of Opportunity.........................................................455 6.1 Brief Historical Review.........................................................................................455 6.2 Fundamentals of Global Navigation Satellite System Signals..............................459 6.3 Global Navigation Satellite System—Radio Occultations....................................466 6.3.1 Basic Principles.................................................................................466 6.3.2 GNSS-RO Instruments.................................................................................472 6.3.3 GNSS-RO Applications................................................................................473 6.4 Global Navigation Satellite System-Reflectrometry..............................................476 6.4.1 Basic Principles: GNSS-R as a Multistage Radar.......................................478 6.4.2 GNSS-R Particularities..............................................................................485 6.4.3 Thermal Noise, Speckle, and Coherence Time...........................................489 6.4.4 GNSS-R Instruments....................................................................................498 6.4.5 Applications..............................................................................525 6.5 Future Trends in GNSS-R.................,.....................................................................562 6.6 Study Questions.................................................................................564 CHAPTER 7 Orbital Mechanics, Image Navigation, and Cartographic Projections...............................................................................565 7.1 History..................................................................................565 7.2 Kepler s Laws of Planetary Motion........................................................................566 7.2.1 Kepler s First Law........................................................................................567 7.2.2 Kepler s Second Law...................................................................................567 7.2.3 Kepler s Third Law......................................................................................568 7.2.4 The Two-Body Problem................................................................................568 7.2.5 Low Earth Orbits..........................................................................................570 7.2.6 Geostationary Orbits.....................................................................................574 7.2.7 Highly Elliptical Orbits................................................................................575 7.3 Map Projections, Image Navigation, and Georectihcation..............................577 7.3.1 Mathematical Modeling of the Earth s Surface..........................................577 7.3.2 Image Georeferencing.................................................................................579 7.3.3 Advanced Very High-Resolution Radiometer Accurate Autogeoregistration Using Image Calculated Attitude Parameters............584 7.4 Map Projections.................................................................................592 7.5 Study Questions.................................................................................595 CHAPTER 8 Atmosphere Applications.........................................................597 8.1 Cloud Remote Sensing...................................................................................597 8.1.1 Cloud Top Temperature................................................................................597 8.1.2 Cloud Shape and Cloud Type......................................................................600 8.1.3 Remote Sensing of Clouds and Cloud Properties.......................................604 8.2 Atmospheric Aerosols and Optical Thickness.......................................................606 8.2.1 Aerosol Optical Thickness...........................................................................607 8.2.2 Ground Validation of Satellite Observed Optical Thickness......................609 8.3 Atmospheric Profiling...................................................................................614 8.3.1 Radiosondes, Rawinsondes, and Dropsondes..............................................614 8.3.2 Satellite Remote Sensing Atmospheric Profiling........................................617 8.4 Rain Rate, Atmospheric Liquid Water, and Cloud Liquid Water.......................631 8.4.1 Rain Rate Estimation Using Microwave Radiometry.................................632 8.4.2 Rain Rate Estimation Using Radar..............................................................633 8.5 Study Questions...............................................................................635 CHAPTER 9 Ocean Applications...........................................................................637 9.1 Sea Surface Temperature..............................................................................637 9.1.1 Infrared Sensing of Sea Surface Temperature...................................638 9.1.2 The Advanced Very High Resolution Radiometer......................................638 9.1.3 Advanced Very High Resolution Radiometer Pathfinder Sea Surface Temperature..............................................................................642 9.1.4 Passive Microwave Sea Surface Temperature.............................................648 9.1.5 Merging Infrared and Passive Microwave Sea Surface Temperatures...............................................................................652 9.2 Sea Surface Height and Satellite Altimetry...........................................................660 9.2.1 Radar Altimeters.............................................................................660 9.2.2 History of Satellite Altimeters.....................................................................661 9.2.3 Principle of Operation..................................................................................662 9.2.4 Altimeter Error Corrections.........................................................................664 9.2.5 Altimeter Waveforms and Backscatter...........................................664 9.2.6 Altimeter Data Merging...............................................................................667 9.2.7 Synthetic Aperture Radar Altimetry............................................................667 9.2.8 Altimetry Applications..............................................................................668 9.3 Synthetic Aperture Radar Ocean Applications......................................................680 9.3.1 Measuring and Mapping Ocean Winds From Synthetic Aperture Radar..................................................................................680 9.3.2 Directional Wave Number Spectra From Synthetic Aperture Radar Imagery....................................................................................683 9.4 Ocean Wind Scatterometry........................................................................686 9.4.1 Mapping the Ocean Wind Vector.................................................................686 9.4.2 Sea Surface Salinity..............................................................................689 9.4.3 Bathymetry and Benthic Habitats Mapping in Shallow Waters..................693 9.4.4 Sargassum Saga: Spotting Seaweed From Space........................................697 9.5 Conclusions.............................................................................698 9.6 Study Questions...............................................................................699 CHAPTER 10 Land Applications..........................................................................701 10.1 Historical Development..............................................................................701 10.2 Landsat Applications.............................................................................706 10.2.1 Monitoring Deforestation.........................................................................706 10.2.2 Mapping Floods and FloodPlains.................................................711 10.2.3 Carbon Storage.............................................................................713 10.2.4 Drought Monitoring and Its Impact in Forest Decline and Fires Occurrence...........................................................................713 10.2.5 Analyzing Landsat to Mitigate Bird/Aircraft Collisions.........................715 10.2.6 Landsat Adds Tremendous Value to Decision Making...........................717 10.3 Land Cover Mapping...............................................................................718 10.4 Commercial High-Resolution Optical Imagery...................................................720 10.4.1 Satellite Pour F Observation de la Terre.......................................720 10.4.2 DigitalGlobe Inc..................................................................................724 10.5 Forest Fire Detection and Mapping.....................................................................730 10.5.1 MODIS Fire Products...............................................................................731 10.5.2 MODIS Active Fire Detection......................................................731 10.5.3 MODIS Fire Validation............................................................................734 10.5.4 The Hayman Wildfire in Colorado...................................................736 10.6 Measuring and Monitoring Vegetation From Space..................................740 10.6.1 The AVHRR NDVI 8-km Dataset.................................................742 10.6.2 Using NDVI to Identify and Monitor Corn Growth in Western Mexico....................................................................744 10.6.3 Microwave Remote Sensing of Vegetation and Soil Moisture...............745 10.7 The European Copernicus Program.....................................................................762 10.8 Study Questions.............................................................................766 CHAPTER 11 Cryosphere Applications......................................................767 11.1 Introduction...............................................................................767 11.2 Polar Observations..........................................................................767 11.2.1 Satellite Laser Altimetry........................................................................770 11.2.2 Satellite Radar Altimetry.......................................................................772 11.3 Sea Ice......................................................................................772 11.4 Ice Sheets....................................................................................773 11.5 CryoSat Instruments.............................................................................775 11.5.1 CryoSat Orbit.................................................................................777 11.5.2 CryoSat Error Budget.............................................................................777 11.6 Using Scatterometry to Compute Sea Ice Concentration and Drift..................778 11.7 Thin Ice Thickness Estimation...........................................................................781 11.8 Multiyear Arctic Sea Ice Classification Using OSCAT and QuikSCAT...........783 11.8.1 Greenland Ice Sheet...............................................................................786 11.8.2 Sea Ice Concentration and Ice Motion...............................................790 11.9 Arctic Sea Ice Drift Estimation by Merging Radiometer and Scatterometer Data........................................................................................792 11.10 Merging the Sea Ice Drift Products...................................................................792 11.11 Study Questions.........................................................................795 CHAPTER 12 Remote Sensing With Small Satellites...................................797 12.1 Introduction........................................................................797 12.2 Earth Observation Using Constellations of Small Satellites..................801 12.3 Future Trends in Small Satellites.........................................................................809 References.........................................................................811 Index...............................................................................843
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Introduction to satellite remote sensing atmosphere, ocean, land and cryosphere applications
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subject_GND (DE-588)4016796-3
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title Introduction to satellite remote sensing atmosphere, ocean, land and cryosphere applications
title_auth Introduction to satellite remote sensing atmosphere, ocean, land and cryosphere applications
title_exact_search Introduction to satellite remote sensing atmosphere, ocean, land and cryosphere applications
title_full Introduction to satellite remote sensing atmosphere, ocean, land and cryosphere applications William Emery, University of Colorado Boulder, Colorado, United States ; Adriano Camps, Universitat Politècnica de Catalunya, Barcelona, Spain
title_fullStr Introduction to satellite remote sensing atmosphere, ocean, land and cryosphere applications William Emery, University of Colorado Boulder, Colorado, United States ; Adriano Camps, Universitat Politècnica de Catalunya, Barcelona, Spain
title_full_unstemmed Introduction to satellite remote sensing atmosphere, ocean, land and cryosphere applications William Emery, University of Colorado Boulder, Colorado, United States ; Adriano Camps, Universitat Politècnica de Catalunya, Barcelona, Spain
title_short Introduction to satellite remote sensing
title_sort introduction to satellite remote sensing atmosphere ocean land and cryosphere applications
title_sub atmosphere, ocean, land and cryosphere applications
topic Fernerkundung (DE-588)4016796-3 gnd
Satellitenfernerkundung (DE-588)4224344-0 gnd
topic_facet Fernerkundung
Satellitenfernerkundung
url http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029946147&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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