2 papers
cs.LG2025
Knowledge-guided machine learning for county-level corn yield prediction under drought
Xiaoyu Wang, Yijia Xu, Jingyi Huang +4
Remote sensing (RS) technique, enabling the non-contact acquisition of extensive ground observations, is a valuable tool for crop yield predictions. Traditional process-based model…
cs.CV2025
Learning county from pixels: corn yield prediction with attention-weighted multiple instance learning
Xiaoyu Wang, Yuchi Ma, Qunying Huang +2
Remote sensing technology has become a promising tool in yield prediction. Most prior work employs satellite imagery for county-level corn yield prediction by spatially aggregating…