Ennji827/KENYA-LIVE-INTELLIGENT-ATLAS

REMOTE SENSING ANALYSIS # AEIS-K Intelligence Dashboard Agro-Environmental Intelligence System for Kenya, powered by one Django backend and a React/Leaflet frontend. ## What is live - Kenya county, sub-county, and ward GeoJSON boundaries - County GPS geofencing and county-scoped access - Django users, sessions, system settings, and authentication audit records - Live Open-Meteo forecasts - NASA POWER climate history, Sentinel-2 search, and Landsat 8/9 overlays - Validated GIS uploads with CRS, duplicate, coverage, confidence, and processing indicators - AEIS-K Intelligence Assistant with evidence, confidence, missing-data, and explainability sections - National/county report generation, preview, approval workflow, audit trail, and PDF/CSV/XLSX/GeoJSON exports - Ministry user management for analyst, county, field officer, farmer, and auditor accounts - Field-report submission, offline device drafts, county verification, and role-scoped access - Light/dark interface, command search, system/data-source status, and print layouts - OpenStreetMap segmentation overlays - Optional Google Earth Engine raster tile configuration - Source-required safeguards for analytics that do not yet have verified data AEIS-K does not generate official NDVI, NDWI, NDBI, land-cover, farmer-registry, rainfall-history, or crop-risk values without connected sources. ## Start ```powershell .\aeis.ps1 start ``` For permanent automatic startup after Windows logon: ```powershell .\aeis.ps1 install ``` The control script installs missing requirements, runs migrations, builds the frontend, starts Django/Waitress and the processing worker, prevents duplicate servers, and can register an auto-restarting Windows scheduled task. - Dashboard and API: `127.0.0.1` - Runtime database: `%LOCALAPPDATA%\AEIS-K\aeis-live.sqlite3` by default on Windows, or `KLA_DB_PATH` when set - Runtime cache: `.runtime/cache` - Server concurrency: 12 Waitress request threads - Durable worker: database-backed AI and report proces …