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Complexity and Dynamics of Semi-Arid Vegetation Structure, Function and Diversity Across Spatial Scales from Full Waveform Lidar

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Figure

Figure 2.1  Reynolds Creek Experimental Watershed study area with field  sample locations (n=103 plots) of plant functional types (ASP, DF, JP, BT, SG, and  GD) and waveform lidar trajectories
Figure 2.2   Workflow illustrating the steps used to derive waveform features  from the raw backscattered lidar waveform
Figure 2.3   Illustration of information contained in a lidar waveform. Peak 1, 2,  and 3 are the echoes from three scatterers detected by the waveform
Figure 2.4   Ensemble random forest PFT classification workflow. Feature  selection and base classifiers were trained using training samples
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