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Decision Platform

Water & Reservoir Intelligence Reservoirs, water spread, storage, altimetry, and camera-based river monitoring.

NDWI, MNDWI and AWEI water extraction Sentinel-2 water-spread classification DEM hypsometry and area-elevation-capacity curves

Reservoir Waterbody Monitoring Reservoir Altimetry and Capacity AI based WL and Discharge Monitoring System Water Systems Domain

Hydrology & Basin Forecasting Basin rainfall-runoff, live hydrographs, CWC/GloFAS/GEOGLOWS context, and return-period screening.

SCS-CN rainfall-runoff Unit hydrograph / response routing GEOGLOWS and GloFAS forecast adapters

Hydrological Model TensorFlow Rainfall Forecast Hydrological Modelling Domain

Flood Intelligence Flood susceptibility, inundation forecast viewers, Sentinel flood maps, and operational warning context.

HAND and DEM-derived flood susceptibility Sentinel-1 SAR threshold/change detection CaMa-Flood v4.30 output viewer pathway

Flood Zones Dashboard MP Flood Forecasting Dashboard Beta MP Flood Inundation Forecast System HEC-RAS Engine Flood Risk Domain

Climate & Weather Intelligence Current weather, historical climate repositories, ECMWF-style weather intelligence, and climate extremes.

Hourly/daily/monthly time-series aggregation Anomaly and percentile detection Heatwave/rainfall extreme thresholds

Current Weather Conditions Historical Climate Repository ECMWF Weather Intelligence Dashboard Surface Temperature Domain

Agriculture Intelligence Crop stress, soil moisture, ET, cropping patterns, irrigation context, and mobile field verification.

NDVI, NDMI, LST and crop stress indices Evapotranspiration and irrigation demand Sentinel-2 phenology curves

Agriculture Intelligence Field Vetting App Agriculture Domain

Urban & Infrastructure Analytics Urban growth, demographics, safety informatics, heat exposure, transport disruption, and resilience scoring.

NDBI and built-up change detection Night-time lights urban activity proxy Population density and demographic trend modelling

Urban Growth Monitor Census Demographics Dashboard Urban Resilience Domain Transport Domain

GeoAI Raster Tools Landuse, surface temperature, raster uploads, layer visualization, legends, and palette controls.

NDVI, NDBI and MNDWI feature generation Baseline land-cover classification Land surface temperature and emissivity correction

Raster Upload Processing Raster Map Viewer Land Use AI 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

Platform Tools

Case Studies About us

Run Hydrology

Section / Field Vetting App

Mobile field sampling form for agriculture model verification

Collect ground-truth crop, soil, moisture, stress, and GPS observations from field teams to verify agriculture intelligence outputs.

Active Module

Field Vetting App

Agriculture Intelligence

Open domain overview

Recommended Algorithms

NDVI, NDMI, LST and crop stress indices Evapotranspiration and irrigation demand Sentinel-2 phenology curves Random Forest / XGBoost crop classification pathway Ground-truth sampling and model vetting

Data APIs & Inputs

Sentinel-2 ECMWF/weather APIs Soil moisture proxies Field survey forms District AOI boundaries

Related Modules

Agriculture Intelligence Field Vetting App Agriculture Domain

NITAGeoAI Field Online

Ground Truth Survey

Agriculture sample vetting

Use this on mobile browser now; later it can be wrapped as an Android/PWA app.

ESRI Base Layer

Location will be fetched automatically from your device GPS.

District Sample Date Village / Location Farm / Plot ID Sample ID Enumerator

Crop Type Crop Stage Irrigation Status Soil Moisture Observed Canopy Condition Heat Stress Pest / Disease Model Layer To Verify Ground Truth Label

Latitude Longitude GPS Accuracy (m)

Photo Note Remarks

Ready for field sampling.

Verification Workflow

Field observations validate agriculture model outputs before operational decisions are shared with users.

1. Select district, crop, and model layer 2. Capture GPS and observed crop condition 3. Compare model output with ground-truth label 4. Use verified samples for calibration and reports

Recent Field Samples

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