phenotyping
Phenotyping is the systematic measurement and analysis of observable plant traits, including morphology, growth patterns, and biochemical properties that result from genetic expression. This approach is critical in plant science because it bridges the gap between genetic information and real-world plant performance, allowing researchers to identify and select for desirable characteristics in breeding and crop improvement. By quantifying how plants express their genes across different environments and conditions, phenotyping accelerates the discovery of traits that enhance productivity, resilience, and adaptation.
open_in_new WikipediabioRxiv · 2026-02-12
AI can predict drought tolerance from leaf color alone with 89% accuracy, enabling rapid screening of crops without damaging plants.
89% accuracy across 15 species
Near-infrared spectral shifts as key features
Non-destructive rapid phenotyping
