[{"type": "AI", "subtype": "Random Forest", "category": "Machine Learning \u2013 supervised", "use": "Modelling", "relationships": [{"relationship_types": ["IsUsedBy"], "related_dataset": "https://catalogue.ceda.ac.uk/uuid/6429d1aafe1e43b9b414e4a5a7f8b903", "related_activity_type": "dataset", "related_dataset_provider": "CCI Open Data Portal", "description": "Classification of forest change"}]}, {"type": "AI", "subtype": "Random Forest", "category": "Machine Learning \u2013 supervised", "use": "Accuracy", "relationships": [{"relationship_types": ["IsUsedBy"], "related_dataset": "https://catalogue.ceda.ac.uk/uuid/6429d1aafe1e43b9b414e4a5a7f8b903", "related_activity_type": "dataset", "related_dataset_provider": "CCI Open Data Portal", "description": "Uncertainty estimation of bias"}]}, {"type": "AI", "subtype": "Random Forest", "category": "Machine Learning \u2013 supervised", "use": "Data assimilation", "relationships": [{"relationship_types": ["IsUsedBy"], "related_dataset": "https://catalogue.ceda.ac.uk/uuid/db75c5f51ee240ae8743355dcebbb9b9", "related_activity_type": "dataset", "related_dataset_provider": "CCI Open Data Portal", "description": "Harmonise Sentinel-3 and MODIS"}]}, {"type": "AI", "subtype": "Random Forest", "category": "Machine Learning \u2013 supervised", "use": "Generation", "relationships": [{"relationship_types": ["IsUsedBy"], "related_dataset": "https://catalogue.ceda.ac.uk/uuid/db75c5f51ee240ae8743355dcebbb9b9", "related_activity_type": "dataset", "related_dataset_provider": "CCI Open Data Portal", "description": "Classification of burned area"}]}, {"type": "AI", "subtype": "Principle Component Analysis", "category": "Machine Learning \u2013 unsupervised", "use": "Processing", "relationships": [{"relationship_types": ["IsUsedBy"], "related_dataset": "https://catalogue.ceda.ac.uk/uuid/8d02d224437247f6a6270a575d457bd8", "related_activity_type": "dataset", "related_dataset_provider": "CCI Open Data Portal", "description": "Identify albedo/snow before LAI calculated"}]}, {"type": "AI", "subtype": "Neural Network", "category": "Deep Learning \u2013 unspecified neural networks", "use": "Processing", "relationships": []}, {"type": "AI", "subtype": "Gaussian Process Regression", "category": "Machine Learning \u2013 supervised", "use": "Accuracy", "relationships": []}, {"type": "AI", "subtype": "Gaussian Process Regression", "category": "Machine Learning \u2013 supervised", "use": "Computational efficiency", "relationships": []}, {"type": "AI", "subtype": "Neural Network", "category": "Deep Learning \u2013 unspecified neural networks", "use": "Accuracy", "relationships": []}, {"type": "AI", "subtype": "Neural Network", "category": "Deep Learning \u2013 unspecified neural networks", "use": "Computational efficiency", "relationships": []}]