Water Resources · Advanced
Groundwater Assessment & AI for Water
Groundwater potential mapping, quality assessment and machine-learning forecasting of water levels and demand.
Course modules
- 01Aquifer concepts and groundwater data in India
- 02Groundwater potential zoning with GIS & MCDM
- 03Groundwater and surface water quality indices
- 04GRACE satellite data and storage change
- 05ML/DL forecasting of levels and quality
- 06Decision support for water managers
Learning outcomes
- Produce groundwater potential and quality maps
- Forecast water variables with ML
- Communicate results for planning decisions
Project-based training
Every participant completes a capstone: Decision support for water managers. Labs use real environmental, agricultural or engineering datasets.
Tools
- QGIS
- Python
- Google Earth Engine
- GRACE
Who it’s for
Researchers, water professionals, government technical staff
Prerequisites
GIS and Python basics
