Detection of Red Crown Rot of Soybean in Illinois Fields Using High-Resolution Satellite Imagery and Machine Learning
Bruno Daniel Pugliese, Juan Andrés Paredes, Andres Fabian Ruiz, Norman Denis Bowman, Elhan S. Ersoz, Nicolas Federico Martin, Boris X. Camiletti
This paper uses high-resolution satellite imagery and machine learning to map Red Crown Rot in soybean fields, achieving high accuracy in detecting affected canopies.
bioRxiv · Sep 23, 2026 · PreprintPlant Biology