NITA AI Run Hydrology

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

A modular intelligence platform for water, flood risk, urban growth, surface temperature, transport, and hydrological nowcasting.

Open Hydrological Model View All AI/ML Models Open Map Viewer About NITAGeoAI

Domain-To-Algorithm Matrix

The redesigned platform is organized by decision domain first, then by algorithms, data sources, and operational modules.

08 Open domain

SaaS & Engineering Automation

Satellite download, Excel/CSV-to-CAD, HEC-RAS workflow support, and engineering deliverable automation.

Catalogue filtering and download manifest generation Coordinate-distance chainage construction Cross-section profile plotting and H:V scale control
Satellite Download Service Excel/CSV to CAD HEC-RAS Engine

AI/ML Model Workbench

The complete geospatial model stack is now connected with the current website navigation, domain pages, API demos, upload processors, and map visualization tools.

01 Hydrological Modelling AOI input from demo boundaries, HydroBASINS, or CWC basin names with FABDEM, CHIRPS, CN250, ESRI landuse, forecasts, altimetry, water level, and discharge signals. Open hydrology panel 02 Flood Zones Dashboard Upload rainfall-zone shapefiles and rainfall time series, then animate rainfall intensity on the map. Open flood dashboard 03 Landuse, LST and Flood Uploads Run GeoTIFF pipelines for landuse classification, land surface temperature, flood probability, flood extent, and HAND outputs. Open upload models 04 Urban Growth Monitor Draw an AOI and estimate built-up expansion, population change, night-time activity, demography pressure, and crime-category safety signals. Open growth monitor 05 Agriculture Intelligence Demo Vidisha and Raisen agriculture risk using LST, evapotranspiration, soil moisture, crop pattern, and hydrology predictions. Open agriculture demo 06 Field Vetting App Mobile-style field collection for crop, irrigation, soil moisture, stress, GPS, and model-verification observations. Open field form 07 Historical Climate Repository Historical weather repository for Madhya Pradesh with ECMWF hourly mode, admin boundary filters, charts, and CSV/XLSX downloads. Open climate dashboard 08 Current Weather Conditions Current town weather with administrative filters plus a compact trend graph combining past 7, current day, and next 7 days outlook. Open current weather 09 Reservoir Waterbody Monitoring Google Earth Engine reservoir water spread, storage estimation, JRC reference WSA fallback, CSV output, and PDF reporting. Open reservoir module 10 Reservoir Altimetry and Capacity R/Shiny module for boundary, DEM, altimetry, area-elevation-capacity curves, storage time series, and CSV export. Open altimetry module 11 Raster Map Viewer Load generated rasters with ESRI basemaps, Leaflet layer toggles, legend, measurement, projection, and palette min/max controls. Open map viewer 12 Python API Demos Run backend module demos for water, flood risk, landuse, surface temperature, urban resilience, transport, and hydrology. Open API demos 11 AI based WL and Discharge Monitoring System SaaS-ready AI analytics for water level, velocity, discharge, and flood alert bands with service-tier outputs. Open monitoring system 12 Satellite Download SaaS Service Integrated Sentinel data download utility connected to the external satdownload service inside the NITAGeoAI experience. Open satellite service 13 Excel/CSV to CAD Generate template-style cross-section DXF drawings from spreadsheets using the Cross column as the section ID. Open CAD converter

Domain Model Library

Domains describe planning problems, while the model workbench above opens the operational tools.

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.

Built For Basin-To-City Decisions

NITAGeoAI connects cloud rainfall, DEM, landuse, flood priors, station signals, and raster outputs into explainable planning workflows.

CHIRPS FABDEM GeoAI CN250 CWC GEE OpenGEOAI ESRI Landuse GeoTIFF