Package: lacunr 1.0.1.9000

lacunr: Fast 3D Lacunarity for Voxel Data

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>.

Authors:Elliott Smeds [aut, cre, cph], J. Antonio Guzmán Q. [cph]

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lacunr.pdf |lacunr.html
lacunr/json (API)
NEWS

# Install 'lacunr' in R:
install.packages('lacunr', repos = c('https://elliottsmeds.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/elliottsmeds/lacunr/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • glassfire - California oak forest stand before and after 2020 Glass Fire

On CRAN:

7 exports 2 stars 1.65 score 33 dependencies 6 scripts 177 downloads

Last updated 3 months agofrom:f307c94725. Checks:OK: 7 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 03 2024
R-4.5-win-x86_64NOTESep 03 2024
R-4.5-linux-x86_64NOTESep 03 2024
R-4.4-win-x86_64OKSep 03 2024
R-4.4-mac-x86_64OKSep 03 2024
R-4.4-mac-aarch64OKSep 03 2024
R-4.3-win-x86_64OKSep 03 2024
R-4.3-mac-x86_64OKSep 03 2024
R-4.3-mac-aarch64OKSep 03 2024

Exports:bounding_boxhr_plotlac_plotlacnorm_plotlacunaritypad_arrayvoxelize

Dependencies:abindclicolorspacedata.tablefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerRcppRcppArmadilloRcppThreadrlangscalestibbleutf8vctrsviridisLitewithr

lacunr Quick-start guide

Rendered fromquick-start.Rmdusingknitr::rmarkdownon Sep 03 2024.

Last update: 2024-05-30
Started: 2024-05-30

Computing 3D lacunarity with lacunr

Rendered fromlacunr-tutorial.Rmdusingknitr::rmarkdownon Sep 03 2024.

Last update: 2024-06-12
Started: 2024-05-30

Interfacing with lidR

Rendered fromworking-with-lidR.Rmdusingknitr::rmarkdownon Sep 03 2024.

Last update: 2024-05-30
Started: 2024-05-30

Readme and manuals

Help Manual

Help pageTopics
Create voxel arraybounding_box bounding_box.default bounding_box.lac_voxels bounding_box.lasmetrics3d
California oak forest stand before and after 2020 Glass Fireglassfire
Plot lacunarity curve(s)hr_plot lacnorm_plot lac_plot
Calculate gliding-box lacunaritylacunarity
Add padding to 3D arraypad_array
Voxelize point cloudvoxelize