MT-CYP-Net: Multi-task network for pixel-level crop yield prediction under very few samples

Shenzhou Liu, Di Wang, Haonan Guo, Chengxi Han, Wenzhi Zeng

Abstract: Highlights•MT-CYP-Net is proposed for accurate pixel-level yield prediction.•It can handle extremely sparse crop yield point labels.•It performs best among twelve comparable machine learning and deep learning methods.

External IDs:doi:10.1016/j.jag.2025.104748