AI RESEARCH
Unbox Responsible GeoAI: Navigating Climate Extreme and Disaster Mapping
arXiv CS.AI
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ArXi:2605.00315v1 Announce Type: cross As climate extreme and disaster events become frequent and intense, Geospatial Artificial Intelligence (GeoAI) has emerged as a transformative approach for large-scale disaster mapping and risk reduction. However, the purely mechanical, performance-driven deployment of GeoAI models can result in amplifying inherent spatial inequalities, preventing effective emergency decision-making, and producing severe environmental carbon footprint.