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crownsegmentr: Tree Crown Segmentation in Airborne LiDAR Point Clouds

Provides a function that performs the adaptive mean shift algorithm for individual tree crown delineation in 3D point clouds as proposed by Ferraz et al. (2016) <doi:10.1016/j.rse.2016.05.028>, as well as supporting functions.

Version: 1.0.1
Depends: R (≥ 4.0.0)
Imports: assertthat, data.table, dbscan, lidR (≥ 4.0.0), methods, Rcpp (≥ 1.0.0), sf, terra
LinkingTo: BH (≥ 1.75.0-0), progress, Rcpp (≥ 1.0.0)
Suggests: EBImage, future, testthat (≥ 3.0.0), raster
Published: 2025-12-09
DOI: 10.32614/CRAN.package.crownsegmentr (may not be active yet)
Author: Leon Steinmeier ORCID iD [aut] (Created the package as part of his master thesis.), Timon Miesner ORCID iD [cre, aut] (Expanded the functionality of the package as part of the project ForestPulse.), Nikolai Knapp ORCID iD [aut] (Initialized, motivated and managed the development of the package.)
Maintainer: Timon Miesner <timon.miesner at thuenen.de>
Contact: timon.miesner@thuenen.de, Leon.Steinmeier@posteo.net, nikolai.knapp@thuenen.de
License: GPL-3
URL: https://github.com/Lenostatos/crownsegmentr
NeedsCompilation: yes
SystemRequirements: C++17, GNU make
Citation: crownsegmentr citation info
Materials: README, NEWS
CRAN checks: crownsegmentr results

Documentation:

Reference manual: crownsegmentr.html , crownsegmentr.pdf

Downloads:

Package source: crownsegmentr_1.0.1.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): crownsegmentr_1.0.1.tgz, r-oldrel (arm64): crownsegmentr_1.0.1.tgz, r-release (x86_64): crownsegmentr_1.0.1.tgz, r-oldrel (x86_64): crownsegmentr_1.0.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=crownsegmentr to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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