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Land Fire Alerts (LFA)

ResearchContext: Kasetsart University / NOAA / NASA
PythonPostGISFlaskFoliumMapLibreLINE APIGmail API
Live Demo
Land

Complete real-time wildfire monitoring ecosystem built in collaboration with NOAA, NASA, AFoCO, and Kasetsart University. Covers Thailand, Cambodia, Laos, and Vietnam across 12 repositories.


Pipeline (17 steps): Gmail API polling (5 min) → CSV/KML download → normalization/deduplication → PostGIS geographic enrichment (ST_CONTAINS) → PostgreSQL insertion → Folium map generation → deployment → LINE Bot alerts → Discord notifications.


Satellite data: VIIRS, MODIS via NOAA-20, NOAA-21, S-NPP satellites (375m resolution).


Frontend: Flask + Jinja2, interactive Folium/Leaflet maps, Excel export, archive, admin panel. Advanced Vietnam version with MapLibre GL (WebGL), REST API GeoJSON, JavaScript ES6 modules.


Deployment: Linux VM, Apache WSGI, 24/7 nohup daemon.


System in production, used daily by numerous users including high-level decision-makers.

Tech Stack

Python 3.12PostgreSQLPostGISFlaskFoliumMapLibre GLGmail APILINE APIDiscord