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Canopy volume classes based on Lefsky et al 1999 (see references), modified. A voxel rerprenetation of a forest stand is divided into four classes including: open gap space, closed gap space, euphotic zone, and oligophotic zone. This function is meant to be used within metrics_voxels.

Usage

metrics_lefsky(x, y, z, n)

Arguments

x, y, z

X, Y, Z coordinate of the voxels

n

Point count inside each voxel. Used to distinguish filled and empty voxels.

Value

Percentage of voxels in each class

References

Lefsky, M. A., Cohen, W. B., Acker, S. A., Parker, G. G., Spies, T. A., & Harding, D. (1999). Lidar Remote Sensing of the Canopy Structure and Biophysical Properties of Douglas-Fir Western Hemlock Forests. Remote Sensing of Environment, 70(3), 339-361. doi:10.1016/S0034-4257(99)00052-8