A Comprehensive Disaster Management Framework with Integrated Prediction, Response, and Rehabilitation Strategies

As natural disasters become more frequent and in- tense, leveraging advanced technologies for disaster management and prediction is crucial. Natural disasters such as earthquakes and floods have a devastating impact on communities, necessi- tating efficient disaster management solutions. This framework presents an advanced disaster management platform that in- tegrates early warning systems, predictive models, and post- disaster rehabilitation strategies. Leveraging machine learning and geospatial data, the platform forecasts potential threats, issues timely alerts, and optimizes resource allocation in relief camps. Additionally, it facilitates seamless communication be- tween first responders and relief centers while supporting the rehabilitation of displaced individuals. By enhancing disaster preparedness and response, this platform aims to mitigate the impact of natural disasters and improve resilience in affected regions.