Photogrammetric Engineering & Remote Sensing · 2006 · 53 citations · 23 references
Earth ObservationEnvironmental MonitoringEngineeringForest BiometricsGeomorphologySmall FootprintForestryTerrestrial SensingEarth ScienceCalibrationLaser-based SensorBare Earth TopographySynthetic Aperture RadarGeographyLidarReturn WaveformRadarRemote SensingOptical Remote Sensing
NASA'S Experimental Advanced Airborne Research Lidar (EAARL) is a raster-scanning, waveform-resolving, green-wavelength (532 nm) lidar designed to map near-shore bathymetry, topography, and vegetation structure simultaneously. The EAARL sensor records the time history of the return waveform within a small footprint (20 cm diameter) for each laser pulse, enabling characterization of vegetation canopy structure and bare earth topography under a variety of vegetation types. A collection of individual waveforms combined within a synthesized large footprint was used to define three metrics: canopy height (CH), canopy reflection ratio (CRR), and height of median energy (HOME). Bare Earth Elevation (BEE) metric was derived using the individual small-footprint waveforms. All four metrics were tested for reproducibility, which resulted in an average of 95 percent correspondence within two standard deviations of the mean. CH and BEE values were also tested for accuracy using ground-truth data. The results presented in this paper show that combining several individual small-footprint laser pulses to define a composite large-footprint waveform is a possible method to depict the vertical structure of a vegetation canopy.
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On Information and Sufficiency
S. Kullback, R. A. Leibler · The Annals of Mathematical Statistics · 1951 · 19.5K citations · Full text
LiDAR remote sensing of forest structure
Kevin Lim, Paul Treitz, Michael A. Wulder et al. · Progress in Physical Geography Earth and Environment · 2003 · 1.1K citations
Environmental Monitoring, Engineering, Forest Biometrics +14
Roger Rosentreter, Michael G. Barbour, Jack H. Burk et al. · Journal of Range Management · 1988 · 802 citations