CrisisMapper — UNDP RAPIDA Community Reporting Tool

Live Demo: https://dbbun.github.io/crisis-mapper/

A community-facing damage reporting MVP enabling real-time crisis assessment.
Powered by DBbun LLC — Executable Publication Layer.

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What It Does

CrisisMapper enables communities to capture and submit infrastructure damage
reports in real-time following sudden-onset crises (earthquakes, floods,
hurricanes, wildfires, conflicts).

Features

Feature	Status
📷 Photo capture (camera + upload)	✅
⚠️ Damage classification (Minimal / Partial / Complete)	✅
🏗️ Infrastructure type + crisis type selection	✅
📍 GPS geolocation + map-pick fallback	✅
🗺️ Live map with colored pins (Leaflet + OpenStreetMap)	✅
📴 Offline-first (localStorage queue, syncs on reconnect)	✅
🌐 6 UN languages (EN, FR, ES, AR, ZH, RU)	✅
📊 Dashboard with stats + report table	✅
⬇️ CSV export	✅
🌐 GeoJSON export (RAPIDA-compatible)	✅
🔢 Report versioning (same-location updates)	✅
🤖 AI-assisted damage classification via DBbun backend	✅

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RAPIDA Export Schema

GeoJSON output includes mandatory fields:

{
  "type": "Feature",
  "geometry": { "type": "Point", "coordinates": [lng, lat] },
  "properties": {
    "id": "RPT-1234567890",
    "timestamp": "2026-06-02T14:32:00.000Z",
    "damage_classification": "partial",
    "infrastructure_type": "residential",
    "crisis_type": "earthquake",
    "debris": "yes",
    "description": "...",
    "landmark": "...",
    "version": 1,
    "sync_status": "synced"
  }
}

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DBbun Backend Pipeline

Submitted reports feed into the DBbun INGEST/DIGEST/SUGGEST pipeline:

Community Reports (GeoJSON/CSV)
        ↓ INGEST
DBbun document-to-simulator engine
        ↓ DIGEST
AI-assisted damage analysis
        ↓ SIMULATE
Synthetic damage datasets + scenario bundles
        ↓ EXPORT
RAPIDA-compatible outputs for analysts

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Deployment

GitHub Pages

No build step. No dependencies. Single HTML file.

git clone https://github.com/DBbun/crisis-mapper
cd crisis-mapper
# Enable GitHub Pages in repo Settings → Pages → Deploy from main branch

Local

# Just open index.html in any browser
open index.html

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Technology

• Frontend: Vanilla HTML/CSS/JS — no framework, no build step
• Map: Leaflet.js + OpenStreetMap
• Storage: Browser localStorage (offline-first)
• AI: AI-assisted damage classification via DBbun analysis backend
• Export: CSV + GeoJSON (RAPIDA schema)
• Languages: Built-in i18n (EN, FR, ES, AR, ZH, RU)

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License

© 2026 DBbun LLC. All rights reserved.

This prototype is submitted to the UNDP/Innocentive Crisis Mapping Challenge. Source code is made available for evaluation purposes only. Any commercial use, redistribution, or deployment requires written consent from DBbun LLC. Contact: dbbun.com