Nanopublications

Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RA5BktqCJxbN5FglJS4ILuHKsLgP5-Y0h8gjEYip6PGvI/assertion>. }

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index.html?path=Wetland_Annotation.jGIS description "Interactive map with expert annotations for model corrections" assertion.
10dc322d-eedd-43ff-a4af-7adb6281cb6e description "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." assertion.
requirements.txt description "Conda environment specification with all Python dependencies" assertion.
Wetland_ML_Demo_EOPF.ipynb description "Main Jupyter notebook implementing the wetland classification workflow" assertion.
Wetland_ML_ROhub.ipynb description "Jupyter notebook to create a RO-Crate in ROHub" assertion.
corrections.geojson description "Expert corrections extracted from JupyterGIS annotations" assertion.
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jupytergis-showcases description "Source repository for this demo" assertion.
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10dc322d-eedd-43ff-a4af-7adb6281cb6e cite-as "Fouilloux, Anne. "JupyterGIS Wetland ML Classification Demo - ESA EOPF." ROHub. Dec 21 ,2025. https://w3id.org/ro-id/10dc322d-eedd-43ff-a4af-7adb6281cb6e." assertion.
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