NITA AI Run Hydrology

Domain / Flood Risk

Flood susceptibility, HAND, exposure, and nowcasting in one workflow

Combine terrain, rainfall zones, Google flood priors, soil moisture, imperviousness, and hydrologic signals for flood-risk intelligence.

Open Modelling Panel

Decision Outputs

01

Rainfall zone dashboard with timestamp slider

02

Flood probability rasters

03

HAND and flood extent layers

04

CWC and altimetry station water levels

05

Forecast-linked nowcast bands

Workflow

01

Step 1

Upload rainfall-zone shapefiles and rainfall CSVs for local flood monitoring.

02

Step 2

Resolve AOI from basin selectors, CWC services, or internal map geometry.

03

Step 3

Blend GeoAI flood priors with HAND and hydrologic indicators.

04

Step 4

Render probability, extent, discharge, and warning context.

Algorithm & Module Registry

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

Recommended Algorithms

Flood Intelligence

  • HAND and DEM-derived flood susceptibility
  • Sentinel-1 SAR threshold/change detection
  • CaMa-Flood v4.30 output viewer pathway
  • Google Flood Hub and historical inundation context
  • 25-year and 100-year return-period scenario layers

Data Sources

Input Stack

FABDEM/Copernicus DEM Sentinel-1/2 Google Flood Hub CaMa-Flood outputs CWC/gauge observations

Operational Outputs

Decision Products

  • Flood depth raster
  • Flood extent polygon
  • Risk zoning table
  • Basin and gauge hydrographs

Open Linked Modules

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

GeoAI Toolchain

Recommended AI and geospatial tools for turning this model into a production-grade Nita AI module.

GeoAI / OpenGEOAI

Geospatial AI model training, segmentation, object detection, inference, and imagery workflows.

Optional runtime integration through geoai-py; the site reports availability when installed. Open docs

Google Earth Engine

Cloud-scale public geospatial datasets, satellite imagery, population rasters, and time-series analysis.

Optional live mode after Earth Engine authentication. Open docs

Leaflet + Leaflet Draw

Interactive AOI drawing, map inspection, layer controls, and user-facing spatial workflows.

Enabled in the browser UI. Open docs

Chart.js

Time-series, indicator, and demographic charts for decision dashboards.

Enabled in the browser UI. Open docs