Metadata CatalogueMetadata Cataloguehttps://metadatacatalogue.lifewatch.eu/https://metadatacatalogue.lifewatch.eu//srv/eng/portal.opensearch https://metadatacatalogue.lifewatch.eu//srv/eng/rdf.search?any= engContinents, countries, sea regions of the world.https://metadatacatalogue.lifewatch.eu//srv/eng/thesaurus.download?ref=external.place.regionsecoportal.fos_1.rdfhttps://metadatacatalogue.lifewatch.eu//srv/eng/thesaurus.download?ref=external.ecoportal.fos6d774b58-9edf-4f52-b55c-36b945d82bf8Examples of applying the Laserfarm workflow to calculate LiDAR vegetation metrics across seven demonstration sites from five European countriesThis repository contains examples of applying the Laserfarm workflow (https://doi.org/10.1016/j.ecoinf.2022.101836) to calculate a consistent set of vegetation metrics from different country-wide airborne laser scanning (ALS) data across seven demonstration sites from five European countries (Denmark, France, Netherlands, United Kingdom, Malta). The workflow application and metric calculation has been performed in the context of the EU project MAMBO (Modern Approaches to the Monitoring of Biоdiversity, https://doi.org/10.3897/rio.9.e116951), in which the automated execution of workflows for habitat condition metrics from LiDAR is tested for EU habitat monitoring. For each demonstration site, the Jupyter Notebooks for the Laserfarm workflow, the derived data products (GeoTIFF files) and their visualization (maps in PDF format), and the study site boundaries (shapefiles) are provided. The dataset is described in detail in an accompanying data paper (https://doi.org/10.1016/j.dib.2025.111548). All Jupyter Notebooks are also published in WorkflowHub (https://workflowhub.eu/projects/302#workflows). The clipped LiDAR point clouds for each MAMBO demonstration site are available from a publicly accessible repository (https://doi.org/10.48546/workflowhub.datafile.5.1).lidarvegetation structuremetricsecosystemecologyairborne laser scanningbiodiversity monitoringhabitat conditionconservation managementremote sensinggeospatial dataLaserfarmLaserchickenJupyternotebookGeoTIFFrastervegetation mappingEssential Biodiversity Variablelight detection and rangingpoint cloudsstructural complexityvegetation heightvertical profile <http://www.opengis.net/def/crs/OGC/1.3/CRS84> Polygon(( , , , , )) DOIhttps://doi.org/10.5281/zenodo.14745310Zenodohttps://zenodo.org/records/14745310Data paperhttps://doi.org/10.1016/j.dib.2025.111548Workflow repositoryhttps://workflowhub.eu/projects/302#workflows0. README filehttps://zenodo.org/records/14745310/files/README.txt?download=11. Methodology_description.pdfhttps://zenodo.org/records/14745310/files/Methodology_description.pdf?download=12.1 MolsBjerge.ziphttps://zenodo.org/records/14745310/files/MolsBjerge.zip?download=12.2 Bagnas.ziphttps://zenodo.org/records/14745310/files/Bagnas.zip?download=12.3 Oostvaardersplassen.ziphttps://zenodo.org/records/14745310/files/Oostvaardersplassen.zip?download=12.4 SalisburyPlain.ziphttps://zenodo.org/records/14745310/files/SalisburyPlain.zip?download=12.5 Knepp.ziphttps://zenodo.org/records/14745310/files/Knepp.zip?download=12.6 MonksWood.ziphttps://zenodo.org/records/14745310/files/MonksWood.zip?download=12.7 Comino.ziphttps://zenodo.org/records/14745310/files/Comino.zip?download=13. Shapefiles_StudySites.ziphttps://zenodo.org/records/14745310/files/Shapefiles_StudySites.zip?download=1University of Amsterdamen