Pranjul Chauhan

GIS and ML-Driven Insights into Forest Vulnerability and Climate Hotspots in Assam, India

Sayanta Ghosh, Aakash Warman, Pranjul Chauhan, Aniruddh Soni & Jitendra Vir Sharma · Asian Journal of Environment & Ecology · 2025

This study assesses the impact of regional climate variability on forest vulnerability in Assam using a GIS and Machine Learning (ML)-based approach. A grid-based Forest Vulnerability Index (FVI) was developed using eight key indicators, and climate change hotspots were mapped us...