A safety decision-making framework for large language models in cotton production integrates multi-source heterogeneous data and architecture-level hallucination mitigation

Causal-driven interpretable prediction of county-level maize yield: A case study of the Yellow River irrigation district

PETFish-MViT: A novel classification model of ornamental fish based on improved MobileViT

Influence effects and mechanism testing of digital rural construction on the grain production resilience of western county-level regions

Digital and intelligent cotton: A review of artificial intelligence technologies for closed-loop management across the entire growth cycle