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SatGPT for Flood Impact Analysis: Enabling AI-Driven Decision Support through Capacity Development in Asia and the Pacific
This working paper presents the development and capabilities of SatGPT, an AI-powered flood mapping and spatial decision support tool developed for disaster risk management in Asia and the Pacific. This paper examines some of the limitations of conventional flood impact analysis approaches and describes how the integration of natural language processing, cloud computing, and Earth observation data can lower technical barriers to accessing and using flood risk information. Drawing on structured capacity development activities conducted between 2024 and 2025, the paper synthesizes high-level insights from applied case studies to assess the potential applications of SatGPT in the local context, as well as its scalability and possible contributions to informed decision-making. This working paper focuses on how digital innovations, when complemented with a structured capacity development design, can strengthen evidence-based decision-making and support the uptake of AI-enabled tools within existing geospatial and disaster risk management workflows.
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