Introduction The occurrence of earthquakes, commonly referred to as quakes, has been a major focus of scientific research and disaster preparedness strategies worldwide. These seismic events can lead to devastating consequences, not only in terms of human casualties but also on infrastructure, economy, and the environment. Recent quakes have prompted discussions on the importance of