IISER Bhopal Research Offers New Insights into Himalayan Flood Risk

We are delighted to share that the study led by Dr. Somil Swarnkar titled “Deciphering Flood Vulnerability of Himalayan River Basin Using Explainable Machine Learning and Multivariate Probabilistic Analysis,” published in the journal Environmental and Sustainability Indicators was featured in the Times of India (Bhopal Edition) on 24 July 2026, highlighting the impact of IISER Bhopal’s research in addressing critical environmental challenges.

The study presents an integrated framework for assessing flood susceptibility, vulnerability, and risk in the Upper Ganga Basin using explainable machine learning and multivariate probabilistic analysis. By combining geomorphological, hydrological, land-use, and socio-infrastructural factors, the research identifies the key drivers of flood risk and highlights regions where physical susceptibility and human exposure intersect.

The findings provide valuable insights for evidence-based flood risk management, disaster preparedness, and sustainable land-use planning in the Himalayan region, demonstrating the potential of explainable AI in addressing complex environmental challenges.