Benjamin Dumont

This paper develops a decision-making model to optimize cropping systems aligned with the EAT-Lancet dietary guidelines, showing that diverse crop rotations and integrated systems better meet nutritional and environmental needs.

A 1,096-image pixel-labelled wheat organ dataset plus 52,078 unlabelled field images from 11 institutions enables Segformer leaf and spike segmentation near 90% mIoU, while stems lag.

The paper uses a multi-model ensemble to estimate soil carbon gains from regenerative practices in the U.S. Midwest cropland, finding that no-till with cover crops increases SOC stocks by 0.36 Mg ha-1 yr-1.