An interactive, multi-source geospatial AI system for wildland-urban interface (WUI) wildfire hazard modeling, dynamic risk region cropping, real-time fire/weather overlays, and "Quantification of the Negative" (fire department intervention valuation) calculation.
Developed under the joint collaboration between San Bruno Fire Department (SBFD), San Jose State University (SJSU WIRC & Computer Engineering), and Google X's Project Bellwether.
python3 -m uvicorn backend.main:app --host 0.0.0.0 --port 8000- API Docs: http://localhost:8000/docs
cd frontend
npm run dev -- -p 3000- Dashboard: http://localhost:3000
- 📘 Full Technical README & Dataset Index (src/README.md): Contains detailed technical specs for all 10 integrated datasets, mathematical formulations, prediction principles, and student research paper roadmaps.
- 📕 System Walkthrough & Integration Guide (src/walkthrough.md): Deep dive into the multi-source GIS pipeline, GCS Bellwether COG dynamic cropping, CAL FIRE perimeters, NASA FIRMS hotspots, CDEC fuel moisture, and USGS LiDAR terrain slope.