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Calculates 3D lacunarity from voxel data. It is designed for use with point clouds generated from Light Detection And Ranging (LiDAR) scans in order to measure the spatial heterogeneity of 3-dimensional structures such as forest stands. It provides fast 'C++' functions to efficiently bin point cloud data into voxels and calculate lacunarity using different variants of the gliding-box algorithm originated by Allain & Cloitre (1991) <doi:10.1103/PhysRevA.44.3552>.
Version: | 1.0.1 |
Depends: | R (≥ 2.10) |
Imports: | Rcpp (≥ 1.0.10), data.table, abind, ggplot2, rlang |
LinkingTo: | Rcpp, RcppArmadillo, RcppThread |
Suggests: | knitr, lidR, rmarkdown, testthat (≥ 3.0.0) |
Published: | 2024-06-04 |
DOI: | 10.32614/CRAN.package.lacunr |
Author: | Elliott Smeds [aut, cre, cph], J. Antonio Guzmán Q. [cph] (Author of original version of voxelize() function) |
Maintainer: | Elliott Smeds <elliott.alfred93 at gmail.com> |
BugReports: | https://github.com/ElliottSmeds/lacunr/issues |
License: | GPL (≥ 3) |
URL: | https://github.com/ElliottSmeds/lacunr |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | lacunr results |
Reference manual: | lacunr.pdf |
Vignettes: |
Computing 3D lacunarity with 'lacunr' 'lacunr' Quick-start guide Interfacing with 'lidR' |
Package source: | lacunr_1.0.1.tar.gz |
Windows binaries: | r-devel: lacunr_1.0.1.zip, r-release: lacunr_1.0.1.zip, r-oldrel: lacunr_1.0.1.zip |
macOS binaries: | r-release (arm64): lacunr_1.0.1.tgz, r-oldrel (arm64): lacunr_1.0.1.tgz, r-release (x86_64): lacunr_1.0.1.tgz, r-oldrel (x86_64): lacunr_1.0.1.tgz |
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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.