Forest Fire Prediction System

Advanced AI/ML-powered platform for simulating and modeling forest fire spread. Get next-day fire probability maps, real-time spread animations, 2D to 3D terrain conversion, and custom predictions using cutting-edge U-Net, LSTM, and Cellular Automata models.

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Key Features

Interactive Map Dashboard
Real-time fire probability maps with 30m resolution, historical data visualization, and animated fire spread simulation for Uttarakhand region
Custom Data Upload
Upload GeoTIFF or GeoJSON files to get personalized fire risk predictions for your area of interest
2D to 3D Conversion
Revolutionary feature to convert 2D terrain maps into interactive 3D fire simulation models with real-time rendering
AI/ML Models
Advanced U-Net segmentation, LSTM time-series prediction, and Cellular Automata for accurate fire spread modeling
3D Visualization
Immersive 3D terrain rendering with animated fire spread overlays, forest ecosystems, and interactive camera controls
Advanced Analytics
Comprehensive statistical analysis, risk zone mapping, and detailed performance metrics visualization

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Machine Learning

U-Net, LSTM, and Cellular Automata models for accurate predictions

Geospatial Analysis

Advanced GIS processing with Leaflet.js and geospatial data handling

3D Innovation

Three.js powered 3D terrain conversion and immersive fire simulation

Ready to Explore Fire Prediction?

Start by exploring our interactive dashboard, convert your 2D maps to 3D, or upload your own data for custom predictions

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