This tool uses simplified formulas for awareness. Its results are estimates, not a validated flood model or an official forecast. For evacuation decisions follow KSDMA, your District Collector and the police (112 / 1077).

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

Thrissur

തൃശ്ശൂർ

42Risk Score

Flood Inundation Probability40%

River Overflow Probability34%

Landslide Hazard Index25%

Primary Threat Factors

River Gauges Approaching Danger Level
Active Dam Spillway Discharge

Recommended EOC Action

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

Palakkad

പാലക്കാട്

42Risk Score

Flood Inundation Probability40%

River Overflow Probability34%

Landslide Hazard Index25%

Primary Threat Factors

River Gauges Approaching Danger Level
Active Dam Spillway Discharge

Recommended EOC Action

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

Pathanamthitta

പത്തനംതിട്ട

35Risk Score

Flood Inundation Probability33%

River Overflow Probability40%

Landslide Hazard Index21%

Primary Threat Factors

River Gauges Approaching Danger Level

Recommended EOC Action

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

Alappuzha

ആലപ്പുഴ

29Risk Score

Flood Inundation Probability28%

River Overflow Probability33%

Landslide Hazard Index17%

Primary Threat Factors

River Gauges Approaching Danger Level

Recommended EOC Action

Normal Monitoring

Kollam

കൊല്ലം

24Risk Score

Flood Inundation Probability23%

River Overflow Probability26%

Landslide Hazard Index14%

Primary Threat Factors

River Gauges Approaching Danger Level

Recommended EOC Action

Normal Monitoring

Idukki

ഇടുക്കി

21Risk Score

Flood Inundation Probability20%

River Overflow Probability14%

Landslide Hazard Index31%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

Normal Monitoring

Thiruvananthapuram

തിരുവനന്തപുരം

21Risk Score

Flood Inundation Probability20%

River Overflow Probability14%

Landslide Hazard Index13%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

Normal Monitoring

Malappuram

മലപ്പുറം

20Risk Score

Flood Inundation Probability19%

River Overflow Probability21%

Landslide Hazard Index12%

Primary Threat Factors

River Gauges Approaching Danger Level

Recommended EOC Action

Normal Monitoring

Kottayam

കോട്ടയം

20Risk Score

Flood Inundation Probability19%

River Overflow Probability21%

Landslide Hazard Index12%

Primary Threat Factors

River Gauges Approaching Danger Level

Recommended EOC Action

Normal Monitoring

Ernakulam

എറണാകുളം

19Risk Score

Flood Inundation Probability18%

River Overflow Probability20%

Landslide Hazard Index11%

Primary Threat Factors

River Gauges Approaching Danger Level

Recommended EOC Action

Normal Monitoring

Wayanad

വയനാട്

16Risk Score

Flood Inundation Probability15%

River Overflow Probability16%

Landslide Hazard Index26%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

Normal Monitoring

Kasaragod

കാസർഗോഡ്

9Risk Score

Flood Inundation Probability9%

River Overflow Probability7%

Landslide Hazard Index5%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

Normal Monitoring

Kannur

കണ്ണൂർ

5Risk Score

Flood Inundation Probability5%

River Overflow Probability1%

Landslide Hazard Index3%

Primary Threat Factors

Seasonal Rainfall Monitoring

Recommended EOC Action

Normal Monitoring

Kozhikode

കോഴിക്കോട്

4Risk Score

Flood Inundation Probability4%

River Overflow Probability0%

Landslide Hazard Index2%

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