. . . . "" . "Earth observation" . . . "https://github.com/EOPF-Sample-Service/eopf-sample-notebooks" . . "2025-12-21 14:59:18.341013+00:00" . "2025-12-21 14:59:18.963543+00:00" . "ESA Earth Observation Processing Framework for Sentinel-1, 2 and 3 data access" . . "EOPF Sample Service" . "2025-12-21 14:59:18.341013+00:00" . . . . . "https://github.com/geojupyter/jupytergis" . . "2025-12-21 14:59:14.270649+00:00" . "2025-12-21 14:59:14.934927+00:00" . "Collaborative GIS environment for Jupyter - required to open .jGIS files" . . "JupyterGIS" . "2025-12-21 14:59:14.270649+00:00" . . . . "Anne Fouilloux" . . . "https://raw.githubusercontent.com/annefou/jupytergis-showcases/refs/heads/main/content/../requirements.txt" . . "2025-12-21 14:59:16.320382+00:00" . "2025-12-21 14:59:16.930237+00:00" . "Conda environment specification with all Python dependencies" . "text/plain" . . "Conda Environment" . "2025-12-21 14:59:16.320382+00:00" . . . . . "https://raw.githubusercontent.com/annefou/jupytergis-showcases/refs/heads/main/content/Wetland_ML_Demo_EOPF.ipynb" . . "2025-12-21 14:59:20.404796+00:00" . "2025-12-21 14:59:21.070859+00:00" . "Main Jupyter notebook implementing the wetland classification workflow" . . "Wetland ML Demo Notebook" . "2025-12-21 14:59:20.404796+00:00" . . . . . . "0"^^ . "https://api.rohub.org/api/ros/972ba092-9239-4947-9bf6-495c53e57266/crate/download/" . . "2025-12-21 14:59:12.328362+00:00" . "2026-01-18 01:52:22.388989+00:00" . "2025-12-21 14:59:12.328362+00:00" . "Human-in-the-loop machine learning workflow for wetland classification \n using Sentinel-2 data from ESA EOPF. Demonstrates collaborative annotation \n using JupyterGIS, model retraining with expert corrections, and FAIR \n research practices." . "application/ld+json" . . . . . "https://w3id.org/ro-id/972ba092-9239-4947-9bf6-495c53e57266" . . "JupyterGIS Wetland Classification Demo - ESA EOPF" . "MANUAL" . . . . . "https://w3id.org/ro/terms/earth-science#ExecutableResearchObjectTemplate" . "Fouilloux, Anne. \"JupyterGIS Wetland Classification Demo - ESA EOPF.\" ROHub. Dec 21 ,2025. https://w3id.org/ro-id/972ba092-9239-4947-9bf6-495c53e57266." . "output" . . . . . . "tool" . . . . "biblio" . . . "input" . . . . . . . "2026-03-03T15:05:54.762+01:00"^^ . . . . "JupyterGIS Wetland Classification Demo - ESA EOPF" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxszSDYX5tuCSkP7UiCtftYPFNQVTjgNu0I5fwdML2DLRDlp0xzmsQXRk8oHuvwGvG1aMjj6cpUqO+0rz2Sg/wvHOgUpkRH8VJXvmlkhafMLCMtUtk5JIx7e+fkzCby+fnmD7kMkGLrT+OaExWwEDmNlCAt0TPKcHSdwsjso2isXjtAsGevyCMke8ufnFYpjs746JES1eNzVnHnn2Kp/lqcm60GM+J8dLgRZp7fX0anW098xhKym6+xXFzqeju0vYRIHBPerv+r7skWxwk+a7Sd8msqVeYEv6NTqnyWvyWb6Yh8cvj04N6qm/T6C5FUPLQhzSaQgMVMU6yLqjPuu9DwIDAQAB" . "qy6yzx6bSzXNPncLuYtEOGia7cGwF4QkGPTFSMDURQQMIKpWsfpHKBj2GpqT2YHqLQjQGQN5ONvuysafc/+tPZFJ3Fg0Rl2YAoTIwsH8CpVJkyKWjNBWwJTCqcSrGMI5ZtM/XC4ExuE/2Bq5iqHAF74wePOnHXrRTTnoOLt9fL4mvc5fWFZyDGYEPDZcUJGx08F7kRUnR5rvy/sXN3lCbrPmtCjEIP0kmBlpXJEUfjqhd93YfGK9OkYHP4+Fgkn3n1atM+Zgt6U7Qf7gBghH7mQEnuw5CX3oKh1PMC97GvCVPhQIYvtslbV49Vi9911dNUCsBBHi1yGkv4vRFcaUiA==" . . .