A stone building with a sloped roof appears partially submerged in floodwaters that extend across the scene. The water is rippling, reflecting the grey and blue coloration of the sky. Trees with bare branches and evergreens are visible in the background under a cloudy sky, with some patches of blue and sunlight breaking through.
A stone building with a sloped roof appears partially submerged in floodwaters that extend across the scene. The water is rippling, reflecting the grey and blue coloration of the sky. Trees with bare branches and evergreens are visible in the background under a cloudy sky, with some patches of blue and sunlight breaking through.
Real-Time Risk Analysis

Utilizing GPT-4 for immediate flood risk assessment and warning generation.

Flood Risk Monitoring

Monitoring multiple flood risk indicators for proactive management and response strategies.

AI Validation Protocols

Comparing AI predictions with actual flood events to enhance accuracy and reliability.

Trees standing in a flooded area with grass partially submerged in water. The sky is overcast, indicating a possible recent or ongoing rainfall. People can be seen at a distance.
Trees standing in a flooded area with grass partially submerged in water. The sky is overcast, indicating a possible recent or ongoing rainfall. People can be seen at a distance.
Real-Time Analysis

GPT-4 powered risk assessment and warning generation system.

A flooded landscape with water covering the road, submerging any visible path. Two trees frame the scene from both sides, showing their leafy branches. The background reveals distant mountains and a cloudy sky, while some vegetation and a few partially submerged signposts can be seen in the water.
A flooded landscape with water covering the road, submerging any visible path. Two trees frame the scene from both sides, showing their leafy branches. The background reveals distant mountains and a cloudy sky, while some vegetation and a few partially submerged signposts can be seen in the water.
Data Integration

Multiple parameters ensure comprehensive flood prediction capabilities.

A vertical concrete structure marked with large black numbers and lines measuring water levels. It is placed next to a body of water, possibly a river, showing various measurements from 9 to 16. The background includes dark, flowing water and part of a rocky surface.
A vertical concrete structure marked with large black numbers and lines measuring water levels. It is placed next to a body of water, possibly a river, showing various measurements from 9 to 16. The background includes dark, flowing water and part of a rocky surface.
A rustic stone building with a rusty metal roof is partially submerged in floodwaters. The surrounding area shows trees and bushes with patches of greenery. The sky is clear with some clouds, casting reflections on the calm water surface.
A rustic stone building with a rusty metal roof is partially submerged in floodwaters. The surrounding area shows trees and bushes with patches of greenery. The sky is clear with some clouds, casting reflections on the calm water surface.
Validation Protocols

Comparing AI predictions with actual flood occurrences effectively.

Flood Monitoring

System for monitoring multiple flood risk indicators developed.