charisma: An R package to perform reproducible colour characterization of digital images for biological studies
Shawn T. Schwartz, Whitney L. E. Tsai, Elizabeth A. Karan, Mark S. Juhn, Allison J. Shultz, John E. McCormack, Thomas B. Smith, Michael E. Alfaro
Methods in Ecology and Evolution
Introduces charisma, an R package for high-throughput pixel-level colour classification of biological images, validated against expert assessments and applied to tanager colour evolution, enabling standardized and reproducible large-scale colour analysis workflows.