Phenotyping the hidden half: Combining UAV phenotyping and machine learning to predict barley root traits in the field
Samir Alahmad, Daniel Smith, Christina Katsikis, Zachary Aldiss, Stephanie M. Brunner, Sarah Van Der Meer, Lotus Meijer, Bita Heidariask, Karine Chenu, Scott Cameron Chapman, Andries B. Potgieter, Anton Wasson, Silvina Baraibar, Jayfred Godoy, David Branch Moody, , Lee Thomas Hickey
This paper uses UAV phenotyping and machine learning to predict barley root traits in the field, identifying genetic drivers of root gravitropism.
Journal of Experimental Botany · Jun 27, 2025Peer-reviewedPhysiology