Design and Validation of a Metrics-based Automated Collection System for Big Data-based Climate Hazard Monitoring

Climate change has increased the frequency and intensity of climate hazards, increasing the importance of monitoring systems for disaster response. Existing climate-monitoring platforms rely on manual database query approaches, which make real-time failure detection difficult. This study proposes a system architecture in which data-collection adapters expose status metrics in a standardized format via real-time endpoints, enabling automated collection via a centralized monitoring system. The sys