AI Hydrological Risk & Predictive Intelligence

Validated hydrological risk scoring models combining live satellite rainfall, river levels vs danger thresholds, dam outflow rates, and slope elevation gradients.

Deterministic Validated Algorithm

AI District Hydrological Risk Index (0 - 100)

Validated score integrating rainfall, gauge heights, dam outflows & slope elevation

Updated Live

Idukki

ഇടുക്കി

66Risk Score

Flood Inundation Probability63%

River Overflow Probability52%

Landslide Hazard Index76%

Primary Threat Factors

Heavy 24h Rainfall (210.2mm)
Active Dam Spillway Discharge
District Administrative Closure in Effect

Recommended EOC Action

HIGH ALERT: Prepare emergency Go-Bags & avoid night mountain travel.

Wayanad

വയനാട്

66Risk Score

Flood Inundation Probability63%

River Overflow Probability65%

Landslide Hazard Index76%

Primary Threat Factors

Heavy 24h Rainfall (198.4mm)
District Administrative Closure in Effect

Recommended EOC Action

HIGH ALERT: Prepare emergency Go-Bags & avoid night mountain travel.

Kannur

കണ്ണൂർ

57Risk Score

Flood Inundation Probability54%

River Overflow Probability61%

Landslide Hazard Index34%

Primary Threat Factors

Heavy 24h Rainfall (185mm)
District Administrative Closure in Effect

Recommended EOC Action

HIGH ALERT: Prepare emergency Go-Bags & avoid night mountain travel.

Kozhikode

കോഴിക്കോട്

54Risk Score

Flood Inundation Probability51%

River Overflow Probability53%

Landslide Hazard Index32%

Primary Threat Factors

Heavy 24h Rainfall (154.6mm)
District Administrative Closure in Effect

Recommended EOC Action

HIGH ALERT: Prepare emergency Go-Bags & avoid night mountain travel.

Thrissur

തൃശ്ശൂർ

50Risk Score

Flood Inundation Probability48%

River Overflow Probability43%

Landslide Hazard Index30%

Primary Threat Factors

Heavy 24h Rainfall (138.2mm)
Active Dam Spillway Discharge
District Administrative Closure in Effect

Recommended EOC Action

HIGH ALERT: Prepare emergency Go-Bags & avoid night mountain travel.

Pathanamthitta

പത്തനംതിട്ട

37Risk Score

Flood Inundation Probability35%

River Overflow Probability27%

Landslide Hazard Index22%

Primary Threat Factors

Active Dam Spillway Discharge

Recommended EOC Action

ADVISORY: Monitor official KSDMA radio broadcasts & river level changes.

Ernakulam

എറണാകുളം

36Risk Score

Flood Inundation Probability34%

River Overflow Probability38%

Landslide Hazard Index22%

Primary Threat Factors

Heavy 24h Rainfall (145mm)
District Administrative Closure in Effect

Recommended EOC Action

ADVISORY: Monitor official KSDMA radio broadcasts & river level changes.

Malappuram

മലപ്പുറം

32Risk Score

Flood Inundation Probability30%

River Overflow Probability33%

Landslide Hazard Index19%

Primary Threat Factors

Heavy 24h Rainfall (124mm)
District Administrative Closure in Effect

Recommended EOC Action

ADVISORY: Monitor official KSDMA radio broadcasts & river level changes.

Kasaragod

കാസർഗോഡ്

31Risk Score

Flood Inundation Probability29%

River Overflow Probability35%

Landslide Hazard Index19%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

ADVISORY: Monitor official KSDMA radio broadcasts & river level changes.

Kottayam

കോട്ടയം

26Risk Score

Flood Inundation Probability25%

River Overflow Probability29%

Landslide Hazard Index16%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

Normal Monitoring

Palakkad

പാലക്കാട്

22Risk Score

Flood Inundation Probability21%

River Overflow Probability23%

Landslide Hazard Index13%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

Normal Monitoring

Alappuzha

ആലപ്പുഴ

22Risk Score

Flood Inundation Probability21%

River Overflow Probability23%

Landslide Hazard Index13%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

Normal Monitoring

Thiruvananthapuram

തിരുവനന്തപുരം

18Risk Score

Flood Inundation Probability17%

River Overflow Probability23%

Landslide Hazard Index11%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

Normal Monitoring

Kollam

കൊല്ലം

14Risk Score

Flood Inundation Probability13%

River Overflow Probability18%

Landslide Hazard Index8%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

Normal Monitoring

Machine Learning & Hydrological Model Architecture Readiness

Data pipelines ready for HEC-RAS, NASA DEM rasters, SAR satellite mapping, and IoT sensor streams

ML Pipeline Ready

HEC-RAS 2D Hydraulic Model Interface

Hydrodynamic River Basin Simulation

Connects river cross-section geometry and Manning roughness coefficients to compute 2D overland flood inundation depth.

Pipeline Schema ReadyKSDMA ML Spec

HEC-HMS Hydrologic Modeling System

Rainfall-Runoff Basin Infiltration

Simulates catchment runoff generation and time-of-concentration for Western Ghats river basins.

Pipeline Schema ReadyKSDMA ML Spec

NASA / Copernicus 30m Digital Elevation Model (DEM)

Topographic Terrain Elevation Raster

Slope and elevation contours mapped for Kerala coastal paddies and Munnar hill slopes.

Integrated Grid DataKSDMA ML Spec

Sentinel-1 Synthetic Aperture Radar (SAR) Flood Extent

Satellite Water Surface Extraction

Cloud-penetrating radar imagery for mapping standing flood waters in Kuttanad and Chalakudy.

Data Contract FormattedKSDMA ML Spec

IoT Ultrasonic River Water Level Telemetry

Real-time Edge Sensor Telemetry

5-minute interval water level updates from bridge-mounted ultrasonic sensor nodes.

MQTT / REST Pipeline ReadyKSDMA ML Spec