GCA Framework: A GCC Countries-Grounded Dataset and Agentic Pipeline for Climate Decision Support
Researchers have developed the GCA framework, which includes a new dataset called GCA-DS and an agent named Gulf Climate Agent (GCA). This framework is designed to support climate decision-making specifically for the GCC states by integrating regional climate knowledge with geospatial and forecasting tools. The GCA agent utilizes a modular pipeline that processes real-time data and geospatial information to generate insights and visualizations, demonstrating improved reliability over general-purpose LLMs through domain fine-tuning and tool integration. AI
IMPACT This framework could improve the accuracy and actionability of AI-driven climate change analysis in specific regions.