The Himalayan region, including parts of India, is one of the global hotspots for GLOF risks due to its dense population and rapidly retreating glaciers. These floods can cause significant loss of life, property damage, and disruption to local ecosystems. Developing countries like India face challenges in monitoring and mitigating these risks due to limited resources and the vast, rugged terrain. The increasing frequency of GLOFs, driven by rising temperatures, poses a severe threat to communities living downstream of glacial lakes.