Metadata Catalogue Metadata Catalogue https://metadatacatalogue.lifewatch.eu/ https://metadatacatalogue.lifewatch.eu//srv/eng/portal.opensearch https://metadatacatalogue.lifewatch.eu//srv/eng/rdf.search?any= eng Continents, countries, sea regions of the world. https://metadatacatalogue.lifewatch.eu//srv/eng/thesaurus.download?ref=external.place.regions ecoportal.fos_1.rdf https://metadatacatalogue.lifewatch.eu//srv/eng/thesaurus.download?ref=external.ecoportal.fos application/xml XML text/html HTML 6d8e2798-5f51-48de-ab03-f1e13beb5c46 Seagrass carbon stock model This is a NaaVRE workflow component / building block that uses stored data from the EURO-CARBON database and Copernicus covariates. It opens and combines a dataset of sediment data and environmental covariates, removes unneeded variables, sets any negative values for Sentinel-3 products to 0, creates a unique core ID factor variables, saves the dataset to use for modeling, visualises the dataset, checks for correlations across the environmental predictors and applies a random forest and generalised additive model. random forest seagrass carbon stock EURO-CARBON database Copernicus sediment data environmental covariates data management taxonomy modelling Marco-Bolo WWW:LINK-1.0-http--link https://github.com/QCDIS/Seagrass_carbon_stock_model/blob/main/codebase/v1/Seagrass_carbon_stock_model_Param.ipynb WWW:LINK-1.0-http--link https://beta.naavre.net/jupyter/user/quan.pan@lifewatch.eu/lab/workspaces/blue-carbon/tree/Virtual%20Labs/Seagrass%20carbon%20stock%20model/Git%20public/workflows/v1/run_model_from_Param_input.naavrewf license NORCE Natalya Gallo