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metadata
title: Flood Vulnerability API
emoji: 🌊
colorFrom: blue
colorTo: green
sdk: docker
pinned: false

Flood Vulnerability Assessment API

Global, real-time flood risk analysis powered by:

  • Google Earth Engine (terrain)
  • OpenStreetMap (water proximity)
  • SHAP (explanations)
  • Multi-hazard modeling (fluvial, coastal, pluvial)

Features

  • Batch CSV upload
  • 95% CI + uncertainty
  • Multi Hazard detection (Fluvial, Coastal Surge and Pluvial)

Try It

  1. Visit /docs for interactive API documentation
  2. Example coordinates:
    • 29.17, -95.31 → MODERATE
    • 27.7, 86.7 → LOW

Tech Stack

  • FastAPI + Hugging Face Spaces
  • GEE + OSM + Natural Earth
  • ONNX models for predictions
  • @lru_cache for 100x batch speed