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The waveform of heights can be analyzed to estimate the vertical distribution of vegetation and ground surface within the footprint. Although low penetration oflasers through dense vegetation can lead to underestimation of vegetation height, LIDAR profiles obtained from aircraft show real promise for estimating vegetation height, stratification, and canopy closure over large regions (Nelson et al. 1988; Weltz et al. 1994; Nilsson 1996). In the United States, the National Aeronautics and Space Administration (NASA) has deployed several aircraft-borne laser altimeters, the most recent known as the laser vegetation imaging sensor (LVIS) (Blair et al.
Time-varying return signals from targets at different distances from the sensor are sampled at high frequency to construct a "waveform" of dis- Frank W. Davis and Dar Roberts tances to targets along the flightline. The waveform of heights can be analyzed to estimate the vertical distribution of vegetation and ground surface within the footprint. Although low penetration oflasers through dense vegetation can lead to underestimation of vegetation height, LIDAR profiles obtained from aircraft show real promise for estimating vegetation height, stratification, and canopy closure over large regions (Nelson et al.
IEEE Anten. Propag. AP-24:269276; 1976. ; West, N. Validating the reference-unit method of aboveground phyromass estimation on shrubs and herbs. Vegetatio 72:75-79; 1987. R. Biometrical, structural and physiological relationships among tree parts. , eds. Attributes of Trees as Crop Plants. Huntingdon, UK: National Environmental Research Council; 1985:137-159. ; Impens, I. A Fractal-based Populus canopy structure model for the calculation of light interception. For. Ecol. Manage. 69:97-110; 1994.
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