The European Space Agency has released the WorldCover 2021 map based on Sentinel-1 and Sentinel-2 constellations with 11 classes, 10m resolution and 77% accuracy independently validated.
Sentinel-1
- SARfish is a program designed to help Open Source Intelligence (OSINT) researchers investigate maritime traffic. Learn more here.
- This project maps tree extent at the ten-meter scale using open source artificial intelligence and satellite imagery. Learn more here.
- Check here for a dual stream U-Net architecture method for urban change detection using Sentinel-1 and Sentinel-2 data fusion.