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Robotics contributes to disaster preparedness and resilience by providing support in planning, training, and response activities for natural or man-made disasters. Robots assist emergency responders in simulating disaster scenarios, mapping hazard zones, searching for survivors, and assessing damage to critical infrastructure, enabling more effective and timely disaster management strategies.