### Introduction
Early warning systems are critical mechanisms that enable timely responses to natural disasters and public health threats. In the context of earthquakes and the COVID-19 pandemic, these systems serve different yet essential purposes. For earthquakes, early warning systems are designed to monitor seismic activity and provide alerts to minimize loss of life and property damage. On the other hand, the COVID-19 pandemic highlighted