draaliyu/Gombe-Green-Wall-Twin

# Gombe Desertification & Afforestation Intelligence Twin — Version 5 Version 5 preserves the Version 4 immersive command centre and all temporal, drought, radar, restoration, carbon, risk, field and prediction services, while adding a dedicated live digital twin for every Local Government Area in Gombe State. The application contains **11 LGA-scoped service modules** inside one FastAPI deployment. This gives each LGA an isolated page, route, API namespace, WebSocket stream, satellite cache, environmental textures and local scenario laboratory without requiring eleven separate Render services. The platform remains evidence-aware: satellite observations, provider weather, external context, local interpolation and scenario-derived values are labelled separately. It works without credentials using clearly labelled deterministic demonstration data. ## Eleven dedicated LGA twins | Local government | Dedicated route | |---|---| | Akko | `/lga/akko` | | Balanga | `/lga/balanga` | | Billiri | `/lga/billiri` | | Dukku | `/lga/dukku` | | Funakaye | `/lga/funakaye` | | Gombe | `/lga/gombe` | | Kaltungo | `/lga/kaltungo` | | Kwami | `/lga/kwami` | | Nafada | `/lga/nafada` | | Shongom | `/lga/shongom` | | Yamaltu/Deba | `/lga/yamaltu-deba` | Dukku, Funakaye, Gombe, Kwami and Nafada retain the brighter **northern-focus** classification used by the Great Green Wall analysis. The remaining LGAs receive the same local-twin capabilities and are explicitly identified as wider Gombe State LGAs. ## What each LGA twin contains Every LGA page has its own: - exact administrative boundary and fitted local 3D map; - on-demand LGA-scoped Sentinel-2 NDVI mosaic; - live or demonstration weather at the LGA centroid; - provider weather forecast; - animated sun, moon, stars, clouds, rain and wind-responsive sky; - automatic orbit and cloud-flow camera tracking; - procedural trees driven by local vegetation condition; - NDVI, land-state, land-cover, suitability and combined-risk layers; - …