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DESCRIPTION
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DESCRIPTION
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Package: MeanShiftR
Type: Package
Title: Tree delineation from lidar using mean shift clustering
Version: 0.1.1
Author: Nikolai Knapp
Maintainer: Nikolai Knapp <[email protected]>
Description: The package allows individual tree crown delineation (ITCD) from
airborne laser scanning point clouds (lidar) using the Adaptive Mean Shift
3D (AMS3D) clustering algorithm described by Ferraz et al. (2016). It
further contains functions for parallelization of the clustering and post-
processing such as fitting polygons around tree crowns and matching
detected crowns with stem positions on the ground.
Reference: Ferraz, A., Saatchi, S., Mallet, C. and Meyer, V. (2016).
Lidar detection of individual tree size in tropical forests.
Remote Sensing of Environment. [Online]. 183. p.pp. 318-333.
License: GPL-3
LazyData: TRUE
Depends:
data.table
Imports:
cluster,
pbapply,
plyr,
Rcpp (>= 0.12.9),
rgeos,
sp,
tripack,
raster
LinkingTo: Rcpp
RoxygenNote: 7.1.0