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Author

Minghan Yu

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#artificial intelligence Preprint Oct 2026

From extreme weather to agricultural consequences with agentic AI

WxCrop is presented, the first agent that judges agricultural hazards from physically interpretable weather indices examined by causal analysis, and the first that combines weather and agricultural information to predict crop loss reliably for past and forecast dates.

Ming-Han Yu, Meng-Yu Dai, Yi-Xin Wen et al. · 0 citations

Bringing Agentic Search to Earth Observation Data Discovery

An agentic search framework for geoscience data discovery that takes a natural-language research query and returns matching datasets and tools and demonstrates that, in the era of large language models, the latent value of knowledge graphs can be substantially amplified through agentic search.

Minghan Yu, Youran Sun, Chu-Gang Yi et al. · 1 citation

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