Rainfall data comes in
Hourly rainfall observations and forecasts from multiple meteorological sources are ingested automatically. Data quality checks flag anomalies before processing.
Models score it
Five rainfall models, each run across six time windows, produce 30 independent risk scores. The models have been calibrated against historical landslide records in the study region.
Risk mapped per panchayat
Scores are aggregated and displayed as a colour-coded map at Gram Panchayat level. Officials see at a glance which administrative units are at elevated risk in the current hour.
Exposure found
For any panchayat or reported incident point, the platform searches up to 20 km for exposed settlements, roads, and health facilities. Population and facility counts are returned immediately.
Officials act
District and panchayat officials use the risk map and exposure lists to prioritise evacuation, pre-position resources, and coordinate with health and emergency services.
See the platform in use
The Kodagu case study documents how AmritaKripa was deployed in Karnataka with Amrita Vishwa Vidyapeetham.
Read the Kodagu case study →