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Tools for both single and batch image manipulation and analysis (Olivoto, 2022 <doi:10.1111/2041-210X.13803>) and phytopathometry (Olivoto et al., 2022 <doi:10.1007/S40858-021-00487-5>). The tools can be used for the quantification of leaf area, object counting, extraction of image indexes, shape measurement, object landmark identification, and Elliptical Fourier Analysis of object outlines (Claude (2008) <doi:10.1007/978-0-387-77789-4>). The package also provides a comprehensive pipeline for generating shapefiles with complex layouts and supports high-throughput phenotyping of RGB, multispectral, and hyperspectral orthomosaics. This functionality facilitates field phenotyping using UAV- or satellite-based imagery.
Version: | 3.0.0 |
Depends: | R (≥ 4.1) |
Imports: | doFuture, dplyr, exactextractr, foreach, future, methods, purrr, Rcpp, sf, terra |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | BiocManager, curl, EBImage, fields, knitr, leafem (≥ 0.2.0), leaflet (≥ 2.1.2), mapedit (≥ 0.6.0), mapview (≥ 2.11.0), pak, rmarkdown, rstudioapi, tidyr |
Published: | 2024-11-06 |
DOI: | 10.32614/CRAN.package.pliman |
Author: | Tiago Olivoto [aut, cre] |
Maintainer: | Tiago Olivoto <tiagoolivoto at gmail.com> |
BugReports: | https://github.com/nepem-ufsc//pliman/issues |
License: | GPL (≥ 3) |
URL: | https://nepem-ufsc.github.io/pliman/, https://github.com/nepem-ufsc//pliman |
NeedsCompilation: | yes |
Language: | en-US |
Citation: | pliman citation info |
Materials: | NEWS |
In views: | Agriculture |
CRAN checks: | pliman results |
Reference manual: | pliman.pdf |
Package source: | pliman_3.0.0.tar.gz |
Windows binaries: | r-devel: pliman_3.0.0.zip, r-release: pliman_3.0.0.zip, r-oldrel: pliman_3.0.0.zip |
macOS binaries: | r-release (arm64): pliman_3.0.0.tgz, r-oldrel (arm64): pliman_3.0.0.tgz, r-release (x86_64): pliman_3.0.0.tgz, r-oldrel (x86_64): pliman_3.0.0.tgz |
Old sources: | pliman archive |
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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.