This present study introduces a cloud-based geospatial and machine learning framework for assessing coastal urban heat island (UHI) dynamics in Thoothukudi coastal region, Southern India, using 12 seasonal Landsat composites (2010–2025) processed through Google Earth Engine (GEE). Seasonal classification followed I...
A. Roy, John Prince Soundaranayagam, A. A. Promilton et al.· Scientific Reports· 0 citations
Landslides are among the most significant natural hazards in the Himalayan region of India, causing substantial damage to infrastructure, natural resources, and local communities. This study presents an integrated hydro-geotechnical approach for regional landslide susceptibility assessment by combining statistical...
Vanshika Bhardwaj, Kanwarpreet Singh, Abhishek Sharma et al.· Journal of hydrologic engine...· 0 citations
Findings confirmed that groundwater containing As, Cr, and Pb above permissible values is unsuitable for consumption posing serious health hazards to the population of study area.