Tools for Plant Image Analysis R package pliman version 3.1.1 CRAN Task View: Agriculture (https://CRAN.R-project.org/view=Agriculture) 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. Software Depends: R (>= 4.1) Imports: cli, dplyr, exactextractr, methods, mirai, 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 Tiago Olivoto <tiagoolivoto@gmail.com> Comprehensive R Archive Network (CRAN) Tiago Olivoto [aut, cre] (ORCID: <https://orcid.org/0000-0002-0241-9636>) GPL (>= 3) 2025-08-23 application/tgz https://CRAN.R-project.org/package=pliman doi:10.32614/CRAN.package.pliman en-US