The Union Territory of Jammu and Kashmir (J&K) is characterized by a unique and complex topography, ranging from the high-altitude Himalayan valleys to the Pir Panjal range. While geographically distinct, this position makes the region exceptionally vulnerable to diverse natural and human-induced hazards. The territory is classified primarily under Seismic Zones IV and V, signifying a very high risk of high-intensity earthquakes. Historically, J&K has been scarred by devastating events, including the 2005 Waltengu Nad snowstorm that claimed over 175 lives, the October 2005 earthquake that killed approximately 1,350 people in the UT, and the September 2014 floods, which resulted in nearly 460 deaths and billions of dollars in infrastructure damage (NOAA).