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GCA Framework: A Gulf-Grounded Dataset and Agentic Pipeline for Climate Decision Support

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学术前沿 3.3 分 — Moderate AI relevance +novelty(1) +practical(3)
原文: cs.LG updates on arXiv.org

评分 3.3 · 来源:cs.LG updates on arXiv.org · 发布于 2026-04-15

评分依据:Moderate AI relevance +novelty(1) +practical(3)

arXiv:2604.12306v1 Announce Type: new Abstract: Climate decision-making in the Gulf increasingly demands systems that can translate heterogeneous scientific and policy evidence into actionable guidance, yet general-purpose large language models (LLMs) remain weak both in region-specific climate knowledge and grounded interaction with geospatial and forecasting tools. We present the GCA framework, which unifies (i) GCA-DS, a curated Gulf-focused multimodal dataset, and (ii) Gulf Climate Agent…