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#artificial intelligence Preprint Oct 2026

Textual Environmental Context and Spatial Graphs for LLM-Based Regional SST Forecasting

Sea surface temperature (SST) forecasting depends on local temporal persistence, regional spatial dependence, and environmental conditions that evolve with the forecast date. We study how these heterogeneous conditions can be presented to a large language model (LLM) for regional multi-step forecasting without serializ...

Xiong Li, Xiao-Wei Zhou, Yan-Wei Yu et al. · 0 citations

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