draaliyu/Gombe-Twin

# Gombe State Air Quality Visualisation Twin — Version 10.1 A responsive, service-oriented environmental digital twin for Gombe State. It combines live weather, particulate measurements, satellite thermal detections, animated atmospheric visualisation, regional evidence explanations and protected experimental AI forecasting in one FastAPI deployment. ## Service portal | Service | Page | Main purpose | |---|---|---| | Live Twin | `/` | One-second telemetry, animated particulate points, wind flow, heat haze and Gombe-only map | | Regional Explorer | `/explore` | Select an LGA and inspect source-labelled air-quality, wind and thermal evidence | | Weather Dynamics | `/weather` | Animated sky, rain, clouds, wind circulation, provider weather-map layers and forecast interpretation | | Heat Intelligence | `/heat` | Ambient heat, FIRMS thermal anomalies, hotspot proximity, wind alignment and visual meaning | | Evidence Lab | `/learn` | Educational explanations of what the data can and cannot support | | AI Forecast | `/predictions` | Provider air-pollution forecast, local experimental model and protected retraining | The services have separate interfaces and APIs but run in one web process, so only one Render service is needed. ## Version 10.1 improvements ### Live weather dynamics The Weather Dynamics service is no longer a static collection of cards. It includes: - a live animated sky whose cloud density follows reported cloud cover; - cloud drift and atmospheric streamlines driven by reported wind speed and direction; - rain streaks and animated rain cells driven by current rainfall and forecast precipitation probability; - condition-specific clear, cloudy, rain, haze and thunderstorm scenes; - provider weather-map layers for precipitation, clouds, wind, pressure and temperature; - a Gombe-only map mask and mobile zoom, reset and fullscreen controls; - current weather interpretations and separate forecast interpretations; - current temperature, provider feels-lik …