Preface |
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xiii | |
Acknowledgments |
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xvi | |
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Remote Sensing of the Environment |
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1 | (36) |
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1 | (1) |
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Remote Sensing Data Collection |
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2 | (6) |
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Maximal/Minimal Definitions |
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4 | (3) |
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Remote Sensing Advantages and Limitations |
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7 | (1) |
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The Remote Sensing Process |
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8 | (20) |
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8 | (2) |
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Identification of In Situ and Remote Sensing Data Requirements |
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10 | (2) |
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Remote Sensing Data Collection |
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12 | (12) |
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Remote Sensing Data Analysis |
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24 | (1) |
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24 | (4) |
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Earth Observation Economics |
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28 | (3) |
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Earth Resource Analysis Perspective |
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31 | (1) |
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32 | (5) |
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Electromagnetic Radiation Principles |
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37 | (24) |
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Conduction, Convection, Radiation |
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37 | (1) |
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Electromagnetic Radiation Models |
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38 | (9) |
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Wave Model of Electromagnetic Energy |
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38 | (5) |
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The Particle Model -- Radiation from Atomic Structures |
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43 | (4) |
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Atmospheric Energy-Matter Interaction |
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47 | (6) |
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48 | (1) |
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48 | (3) |
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51 | (1) |
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51 | (2) |
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Terrain Energy-Matter Interactions |
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53 | (4) |
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Hemispherical Reflectance, Absorptance, and Transmittance |
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54 | (2) |
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56 | (1) |
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Atmospheric Energy-Matter Interactions Again |
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57 | (1) |
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Energy-Matter Interactions at the Sensor |
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57 | (4) |
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57 | (4) |
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History of Aerial Photography and Aerial Platforms |
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61 | (30) |
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61 | (5) |
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61 | (1) |
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62 | (1) |
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Invention of Light-sensitive Emulsions and Methods of Permanently Fixing the Image |
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62 | (4) |
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Photography from Aerial Platforms |
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66 | (8) |
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66 | (1) |
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Lighter-Than-Air Flight Using Balloons |
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66 | (4) |
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Lighter-Than-Air Flight Using Kites |
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70 | (1) |
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Heavier-Than-Air Flight Using Rockets |
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71 | (1) |
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Heavier-Than-Air Flight Using Pigeons, Gliders, and Aircraft |
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71 | (3) |
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Photo-reconnaissance in W W I and W W II |
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74 | (2) |
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Aerial Photography in World War I |
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74 | (1) |
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Aerial Photography in World War II |
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75 | (1) |
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Cold War Photo-Reconnaissance |
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76 | (5) |
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Genetrix Reconnaissance Balloons |
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77 | (1) |
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U-2 Aircraft Reconnaissance Program |
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77 | (3) |
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80 | (1) |
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Airborne Stealth Technology |
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80 | (1) |
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81 | (4) |
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81 | (2) |
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Ongoing Satellite Sentinels |
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83 | (2) |
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85 | (1) |
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Tactical and Endurance UAVs |
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85 | (1) |
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UAV Payloads and Other Considerations |
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86 | (1) |
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Commercial Remote Sensing Platforms |
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86 | (5) |
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Aerial Photography -- Vantage Point, Cameras, Filters, and Film |
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91 | (36) |
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Vertical and Oblique Vantage Points |
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91 | (5) |
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Vertical Aerial Photography |
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91 | (1) |
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Oblique Aerial Photography |
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92 | (4) |
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96 | (8) |
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Aerial Camera Components Compared with the Eye |
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96 | (1) |
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97 | (7) |
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Aerial Photography Filtration |
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104 | (5) |
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Types, Sizes, and Colors of Filters |
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107 | (2) |
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109 | (15) |
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General Characteristics of Photographic Emulsions |
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110 | (1) |
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Black-and-White Photographic Emulsions |
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111 | (11) |
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Color Photographic Emulsions |
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122 | (2) |
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Planning Aerial Photography Missions |
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124 | (3) |
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124 | (1) |
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125 | (1) |
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125 | (2) |
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Elements of Visual Image Interpretation |
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127 | (22) |
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127 | (3) |
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The Aerial/Regional Perspective |
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128 | (1) |
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Three-Dimensional Depth Perception |
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128 | (1) |
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Obtaining Knowledge Beyond Our Human Visual Perception |
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129 | (1) |
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Historical Image Record and Change Detection Documentation |
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130 | (1) |
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Elements of Image Interpretation |
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130 | (14) |
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144 | (5) |
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Using Collateral Information |
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144 | (1) |
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145 | (1) |
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145 | (4) |
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149 | (44) |
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Flightlines of Vertical Aerial Photography |
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150 | (2) |
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Fiducia! Marks and Principal Points |
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152 | (1) |
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Geometry of Vertical Aerial Photography |
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153 | (2) |
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Scale and Height Measurement on Single Vertical Aerial Photographs |
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155 | (7) |
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Scale of a Vertical Aerial Photograph Over Level Terrain |
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155 | (3) |
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Scale of a Vertical Aerial Photograph Over Variable Terrain |
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158 | (2) |
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Height Measurement from Single Aerial Photographs |
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160 | (2) |
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Stereoscopic Measurement of Object Height or Terrain Elevation |
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162 | (12) |
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Fundamentals of Human Stereoscopy |
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163 | (1) |
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Stereoscopy Applied to Aerial Photography |
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164 | (4) |
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Stereoscopic Aerial Photography -- How Does It Work? |
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168 | (6) |
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Digital Elevation Models, Orthophotos, and Planimetric Features from Soft-copy Photogrammetry |
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174 | (15) |
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Collection of Accurate Horizontal and Vertical Ground Control |
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175 | (2) |
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Collection of Stereoscopic Aerial Photography or Other Remote Sensor Data |
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177 | (1) |
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Image Digitization Technology |
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177 | (1) |
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177 | (4) |
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Spot Elevations, Contours, and Digital Elevation Models |
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181 | (2) |
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Creation of Digital Orthoimages |
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183 | (5) |
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Extraction of Thematic Features of Interest |
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188 | (1) |
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189 | (4) |
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Area Measurement of Well-known Geometric Shapes |
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190 | (1) |
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Area Measurment of Irregularly Shaped Polygons |
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190 | (3) |
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Multispectral Remote Sensing Systems |
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193 | (56) |
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Digital Multispectral Data Collection |
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193 | (4) |
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Digital Image Terminology |
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194 | (1) |
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Remote Sensing Systems to be Examined |
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194 | (3) |
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Multispectral Imaging Using Discrete Detectors and Scanning Mirrors |
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197 | (25) |
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Earth Resource Technology Satellites and the Landsat Sensor Systems |
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197 | (15) |
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NOAA Multispectral Scanner Sensors |
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212 | (6) |
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ORBIMAGE and NASA Sea-viewing Wide Field of View Sensor (SeaWiFS) |
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218 | (2) |
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Aircraft Multispectral Scanners |
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220 | (2) |
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Multispectral Imaging Using Linear Arrays |
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222 | (15) |
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223 | (6) |
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Indian Remote Sensing Systems |
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229 | (2) |
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Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) |
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231 | (1) |
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Multi-angle Imaging Spectroradiometer (MISR) |
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232 | (1) |
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Very-High-Resolution Linear Array Remote Sensing Systems |
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233 | (4) |
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Imaging Spectrometry Using Linear and Area Arrays |
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237 | (7) |
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Airborne Visible Infrared Imaging Spectrometer (AVIRIS) |
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241 | (1) |
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Compact Airborne Spectrographic Imager 1500 |
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241 | (1) |
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Moderate Resolution Imaging Spectrometer (MODIS) |
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242 | (2) |
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Digital Frame Cameras Based on Area Arrays |
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244 | (5) |
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Small-format Digital Data Collection: Leica Geosystems Emerge Sensor |
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244 | (1) |
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Large-format Digital Data Collection: Z/1 Digital Modular Camera |
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245 | (1) |
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Large-format Digital Data Collection: Vexcel UltraCam based on Area Arrays |
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245 | (4) |
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Thermal Infrared Remote Sensing |
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249 | (42) |
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History of Thermal Infrared Remote Sensing |
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250 | (2) |
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Thermal Infrared Radiation Properties |
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252 | (1) |
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Kinetic Heat, Temperature, Radiant Energy, and Radiant Flux |
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252 | (1) |
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Methods of Transferring Heat |
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253 | (1) |
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Thermal Infrared Atmospheric Windows |
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253 | (1) |
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254 | (6) |
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254 | (1) |
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255 | (1) |
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255 | (2) |
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257 | (3) |
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Thermal Properties of Terrain |
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260 | (1) |
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Thermal Infrared Data Collection |
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261 | (13) |
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Thermal Infrared Remote Sensing Based on Multispectral Scanners |
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261 | (10) |
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Thermal Infrared Remote Sensing Based on Area- and Linear-Arrays |
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271 | (3) |
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Thermal Infrared Environmental Considerations |
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274 | (2) |
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Diurnal Temperature Cycle of Typical Materials |
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274 | (2) |
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Thermal Infrared Remote Sensing Examples |
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276 | (15) |
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Water Pollution Monitoring: Thermal Effluent in the Savannah River |
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276 | (6) |
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Water Pollution Monitoring: Leaking Septic Tanks |
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282 | (1) |
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Thermal Infrared Residential Insulation Surveys |
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282 | (3) |
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Thermal Infrared Commercial/Industrial Roof Moisture Surveys |
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285 | (1) |
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Analysis of the Urban Heat Island Effect |
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286 | (2) |
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Use of Thermal Infrared Imagery for Forestry Applications |
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288 | (1) |
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Remote Sensing Plant Stress Degree Days |
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288 | (3) |
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Active and Passive Microwave Remote Sensing |
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291 | (44) |
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History of Active Microwave (RADAR) Remote Sensing |
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291 | (3) |
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Active Microwave System Components |
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294 | (19) |
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Sending and Receiving a Pulse of Microwave Energy--System Components |
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294 | (5) |
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Slant-Range versus Ground-Range RADAR Image Geometry |
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299 | (6) |
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Relief Displacement, Image Foreshortening, Layover, Shadows, and Speckle |
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305 | (3) |
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Synthetic Aperture Rador Systems |
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308 | (5) |
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RADAR Environmental Considerations |
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313 | (10) |
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Surface Roughness Characteristics |
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313 | (3) |
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Electrical Characteristics (Complex Dielectric Constant) and the Relationship with Moisture Content |
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316 | (1) |
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Vegetation Response to Microwave Energy |
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317 | (4) |
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Water Response to Microwave Energy |
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321 | (1) |
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Urban Structure Response to Microwave Energy |
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322 | (1) |
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SAR Remote Sensing from Space |
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323 | (5) |
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323 | (1) |
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Shuttle Imaging Radar SIR A, SIR--B, SIR--C and Topography Mission |
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323 | (1) |
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324 | (2) |
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European Space Agency ERS-1 and ERS-2 |
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326 | (1) |
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European Space Agency Envisant ASAR |
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326 | (2) |
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328 | (2) |
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Interferometric Topographic Mapping |
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328 | (1) |
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Interferometric Velocity Mapping |
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329 | (1) |
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Passive Microwave Remote Sensing |
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330 | (5) |
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Passive Microwave Radiometers |
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330 | (5) |
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335 | (20) |
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336 | (13) |
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LIDAR Laser and Scanning System |
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336 | (2) |
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338 | (1) |
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LIDAR Antenna Attitude (Orientation) |
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339 | (1) |
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LIDAR Post-Processing of Multiple Returns |
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340 | (1) |
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Extraction of First, Intermediate and or Last Return DSMs |
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340 | (1) |
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Extraction of Bare-Earth Digital Terrain Models |
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341 | (8) |
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Accuracy of LIDAR Measurements |
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349 | (2) |
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NSSDA Horizontal and Vertical Accuracy Assessment |
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349 | (2) |
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Influence of Landcover, Slope, and Leaf-on/off Condition |
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351 | (1) |
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LIDAR-derived Vegetation Information |
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351 | (1) |
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LIDAR-derived Urban Information |
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352 | (3) |
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Remote Sensing of Vegetation |
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355 | (54) |
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Photosynthesis Fundamentals |
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355 | (1) |
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Spectral Characteristics of Vegetation |
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356 | (17) |
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Dominant Factors Controlling Leaf Reflectance |
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356 | (17) |
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Temporal Characteristics of Vegetation |
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373 | (9) |
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Natural Phenological Cycles |
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375 | (2) |
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Managed Phenological Cycles |
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377 | (5) |
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382 | (11) |
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Landscape Ecology Metrics |
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393 | (3) |
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Landscape Indicators and Patch Metrics |
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393 | (3) |
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Biodiversity and GAP Analysis |
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396 | (1) |
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Remote Sensing of Vegetation Change |
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397 | (12) |
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Remote Sensing Inland Wetland Successional Changes |
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397 | (3) |
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Remote Sensing South African Agriculture |
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400 | (9) |
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409 | (34) |
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Remote Sensing Surface Water Biophysical Characteristics |
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410 | (18) |
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Water Surface, Subsurface Volumetric, and Bottom Radiance |
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410 | (1) |
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Spectral Response of Water as a Function of Wavelength |
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411 | (4) |
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Spectral Response of Water as a Function of Organic/Inorganic Constituents |
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415 | (8) |
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Water Penetration and Bathymetry |
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423 | (3) |
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Water Surface Temperature |
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426 | (2) |
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428 | (3) |
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Visible--Infrared Techniques |
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429 | (1) |
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Active and Passive Microwave Techniques |
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430 | (1) |
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431 | (4) |
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431 | (1) |
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432 | (3) |
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435 | (1) |
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435 | (2) |
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Snow in the Visible Spectrum |
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436 | (1) |
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Snow in the Middle-Infrared and Microwave Regions |
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436 | (1) |
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437 | (6) |
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An Integrated Remote Sensing and GIS Water Quality Model |
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437 | (6) |
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Remote Sensing the Urban Landscape |
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443 | (64) |
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National Spatial Data Infrastructure |
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444 | (1) |
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Urban Resolution Considerations |
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444 | (6) |
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Urban/Suburban Temporal Resolution Considerations |
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444 | (1) |
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Urban/Suburban Spectral Resolution Considerations |
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445 | (4) |
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Urban/Suburban Spatial Resolution Considerations |
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449 | (1) |
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Remote Sensing Land Use and Land Cover |
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450 | (6) |
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Land-Use/Land-Cover Classification Schemes |
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451 | (1) |
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Urban Land-Use/Land-Cover Classification (Levels I to IV) |
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452 | (4) |
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456 | (8) |
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Commercial and Services Land Use |
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464 | (15) |
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479 | (10) |
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Transportation Infrastructure |
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489 | (6) |
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Communications and Utilities |
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495 | (1) |
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Urban Digital Elevation Model Creation |
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496 | (2) |
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498 | (1) |
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498 | (2) |
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Critical Environmental Area Assessment |
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500 | (1) |
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Disaster Emergency Response |
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500 | (7) |
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Remote Sensing of Soils, Minerals, and Geomorphology |
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507 | (62) |
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Soil Characteristics and Taxonomy |
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508 | (2) |
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508 | (1) |
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Soil Grain Size and Texture |
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509 | (1) |
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510 | (1) |
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Remote Sensing of Soil Properties |
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510 | (8) |
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Soil Texture and Moisture Content |
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512 | (3) |
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Soil Organic Matter and Biological Soil Crusts |
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515 | (1) |
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515 | (1) |
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515 | (1) |
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516 | (2) |
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Remote Sensing of Rocks and Minerals |
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518 | (3) |
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Imaging Spectroscopy of Rocks and Minerals |
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518 | (3) |
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521 | (8) |
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522 | (1) |
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523 | (2) |
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Drainage Morphometry and Pattern |
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525 | (4) |
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529 | (40) |
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530 | (4) |
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Landforms Developed on Horizontal Strata |
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534 | (3) |
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Landforms Developed on Folded Strata |
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537 | (2) |
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Fault-Controlled Landforms |
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539 | (1) |
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540 | (9) |
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549 | (1) |
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549 | (7) |
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556 | (4) |
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560 | (9) |
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In Situ Reflectance Measurement |
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569 | (10) |
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Spectral Reflectance of a Material |
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570 | (1) |
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571 | (1) |
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Illumination Considerations |
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571 | (3) |
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In Situ Spectral Reflectance Measurement Using Solar Illumination |
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571 | (2) |
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In Situ Spectral Reflectance Measurement Using Artificial Illumination |
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573 | (1) |
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574 | (1) |
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Characteristics of the Spectroradiometer Used to Obtain In Situ Reflectance |
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574 | (5) |
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Spectral Region of Interest |
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574 | (2) |
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576 | (1) |
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Spectral Sampling Interval |
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576 | (1) |
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Spectrometer Design and Data Collection Speed |
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576 | (1) |
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Viewing Geometry and Field of View |
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577 | (1) |
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Candidate Spectroradiometers |
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578 | (1) |
Appendix---Sources of Remote Sensing Information |
|
579 | (4) |
Index |
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583 | |