Abson-dev/ftw-burkina-faso

Replicating the FTW Global Field Boundary Map (PRUE model on Sentinel-2 mosaics) for Burkina Faso. Includes mosaic generation, inference with the official PRUE model, polygon extraction, confidence filtering, and validation guidance — following the 2026 paper "The first global agricultural field boundary map at 10 m resolution". # FTW Burkina Faso — Regional Replication of the Global Field Boundary Map This repository provides a practical, reproducible pipeline to generate 10 m agricultural field boundaries for **Burkina Faso** using the same methodology as the official FTW global map (PRUE U-Net model + cloud-free Sentinel-2 mosaics for 2024/2025). It is based on: - The paper: "The first global agricultural field boundary map at 10 m resolution" (Robinson et al., 2026) - Official FTW ecosystem: fieldsofthe.world - PRUE model: github.com - Baselines & tools: github.com ## Why this repo? - The global dataset already covers Burkina Faso (download directly from source.coop if you just need the polygons). - This repo lets you **re-run inference locally**, fine-tune, apply custom post-processing, or generate updated mosaics for specific seasons/years.