GeoAI for sky-fed water systems and nature-positive infrastructure

Models Under Domain

01 Agriculture Intelligence Combine surface temperature, evapotranspiration, soil moisture, cropping pattern signals, and hydrological predictions for district-scale agriculture risk screening. 02 Census Demographics Analyze Pan-India city demographics by state, district, city, and year to understand population, age structure, literacy, and sex-ratio trends. 03 Flood Risk Combine terrain, rainfall zones, Google flood priors, soil moisture, imperviousness, and hydrologic signals for flood-risk intelligence. 04 Hydrological Modelling Run basin-scale hydrological nowcasting with online DEM, rainfall, landuse, curve number, station, and forecast data. 05 Land Use AI Classify water, vegetation, built-up, and bare soil patterns from multispectral imagery with AI-ready raster workflows. 06 Surface Temperature Estimate land surface temperature and connect heat patterns to vegetation, built-up intensity, and resilience planning. 07 Transport Measure access to services, network gaps, flood disruption exposure, and corridor-level resilience. 08 Urban Growth Draw a city boundary and monitor built-up expansion, population density, night-time activity, demographic structure, and crime-category signals using open-source data. 09 Urban Resilience Translate heat, land cover, flood exposure, vulnerability, and service access into planning-grade resilience indicators. 10 Water Systems Monitor water bodies, watershed stress, reservoir behavior, and land-water transitions with explainable geospatial AI.

Case Study Paths

01 Urban Growth and Demography Planning-ready growth pressure score, hotspot markers, and time-series indicators. 02 Flood Nowcast and Basin Response Flood probability, runoff time series, station table, and map-ready hazard layers. 03 Urban Heat and Resilience Screening Heat diagnostics, resilience score, and adaptation-priority zones.