Kristian Thorup‐Kristensen

The paper compares Transformer and ConvNet models for root segmentation across nine datasets, finding Transformers significantly outperform ConvNets in accuracy and root-diameter agreement.

The paper describes a field facility for deep root research, showing significant differences in root density and activity among crop species at depths of 2.5 to 4.5 meters.

This study optimizes root measurement methods in rhizotrons by evaluating grid patterns and depth measurement techniques to reduce variability and improve efficiency.