Open access
Jul 2026
Evaluating machine learning and baseline methods for crop yield forecasting using small datasets
Machine learning does not guarantee superiority over simple baselines, but it can provide a reproducible comparison framework and useful gains for selected regional forecasting tasks, and should be interpreted as crop-specific evidence under a small annual dataset.
O. Kopishynska, Mark Fedorchenko, Y. Utkin et al.
· Environmental Research Commu... · 0 citations