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Machine Learning-Powered Environmental Intelligence: Advancing Climate Resilience Through Predictive Early Warning Systems
Machine Learning-powered early warning systems, such as Composite Early Warning Index - CEWI, transform environmental data into predictive intelligence, helping decision-makers anticipate risks, optimize resources, strengthen climate resilience, and support sustainable environmental management in a changing climate.









Commentary – ICT Corridors, Energy Corridors, and Geopolitical Instability: A Comparative Interpretation