Article
ChronoRoot 2.0: an open AI-powered platform for 2D temporal plant phenotyping.
GigaScience - 21 Jan 2026
Gaggion Nicolás, Boccardo Noelia A, Bonazzola Rodrigo, Legascue María Florencia, Mammarella María Florencia, Rodriguez Florencia Sol, Aballay Federico Emanuel, Catulo Florencia Belén, Barrios Andana, Santoro Luciano J, Accavallo Franco, Villarreal Santiago Nahuel, Pereyra-Bistrain Leonardo I, Benhamed Moussa, Crespi Martin, Ricardi Martiniano María, Petrillo Ezequiel, Blein Thomas, Ariel Federico, Ferrante Enzo
Abstract excerpt
BACKGROUND: Plant developmental plasticity, particularly in root system architecture, is fundamental to understanding adaptability and agricultural sustainability. Existing automated phenotyping solutions face limitations, including binary segmentation approaches, restricted structural analysis capabilities, and text-based interfaces that limit accessibility, with most focusing solely on root structures while...
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