ESA Earth Observation Processing Framework for Sentinel-1, 2 and 3 data access
Collaborative GIS environment for Jupyter - required to open .jGIS files
Conda environment specification with all Python dependencies
Main Jupyter notebook implementing the wetland classification workflow
Human-in-the-loop machine learning workflow for wetland classification using Sentinel-2 data from ESA EOPF. Demonstrates collaborative annotation using JupyterGIS, model retraining with expert corrections, and FAIR research practices.
JupyterGIS Wetland Classification Demo - ESA EOPF
Fouilloux, Anne. "JupyterGIS Wetland Classification Demo - ESA EOPF." ROHub. Dec 21 ,2025. https://w3id.org/ro-id/972ba092-9239-4947-9bf6-495c53e57266.
Demonstrates collaborative annotation using JupyterGIS, model retraining with expert corrections, and FAIR research practices.
Mathematical and computer sciences (general)
Science and technology/Technology and engineering/IT-computer sciences
Environment/Natural resources/Water/Wetlands
Labour/Employment/Employment training/Retraining
JupyterGIS Wetland Classification Demo - ESA EOPF Human-in-the-loop machine learning workflow for wetland classification using Sentinel-2 data from ESA EOPF.
Other Information and Computing Sciences
Biodiversity: state of habitats and species