PRINSIP INTEGRITAS DATA
Transparansi Sumber Data & Metodologi
UrbanPulse memegang prinsip ketat: tidak pernah memalsukan data lingkungan real-time. Semua indikator cuaca, kualitas udara, dan lokasi berasal dari API resmi terverifikasi.
ONLINE
Geographic & Urban Infrastructure
OpenStreetMap (OSM)
Geographic data, roads, parks, public facilities, boundaries, and spatial coordinates for Kota Bogor.
Penyedia Data:
https://overpass-api.de/api/interpreter
ONLINE
Meteorology & Forecast
BMKG Open Data & Meteorological API
Real-time weather, temperature, humidity, rainfall, rain probability, and short-term forecasts for Kota Bogor.
Penyedia Data:
https://api.open-meteo.com/v1/forecast (Kota Bogor -6.5971, 106.7949)
ONLINE
Environmental Health & Air Quality
Air Quality Open Data API
US AQI, PM2.5 concentration, PM10, and atmospheric health categorization for Kota Bogor.
Penyedia Data:
https://air-quality-api.open-meteo.com/v1/air-quality
ACTIVE
Derived Analytics & AI Grounding
UrbanPulse Intelligence Scoring Engine
Calculated match scores, crowd estimation models, CO2 avoided algorithms, and Gemini AI context synthesis.
Penyedia Data:
Internal Algorithmic Service (Laravel Monolith)