List of ongoing and completed projects and consultancies.
Resilient Communities
A five-year research project on flood and drought early warning systems in India, combining satellite data, IoT, machine learning, and community-based validation to improve disaster preparedness, resilience, and policy action. This project is a five-year longitudinal study on pre-disaster preparedness and early warning systems in India, with a primary focus on Gujarat and comparative benchmarking across other disaster-prone states. It integrates satellite remote sensing, GIS, IoT-based monitoring, community participation, and policy analysis to improve flood and drought preparedness, especially for agricultural drought and urban flood risk....