{"accessLevel": "public", "bureauCode": ["010:12"], "contactPoint": {"@type": "vcard:Contact", "fn": "Lucas Berio Fortini", "hasEmail": "mailto:lfortini@usgs.gov"}, "description": "This raster depicts the distribution of 15 species-specific vegetation classes across the island of L\u0101na\u2018i at 2m resolution. It represents the final selected neural network model predictions with expert-adjusted posterior probabilities. Each pixel is assigned to the most likely species-specific class based on the model. Overall and class-specific accuracy assessments indicate this map has generally over 95% accuracy. It provides detailed species-level vegetation mapping to support conservation planning and monitoring. \nPlease note that to reduce the inherent 'salt and pepper' noise in the final land cover classification map, we applied a 3x3 pixel moving window majority filter to the final classification results.", "distribution": [{"@type": "dcat:Distribution", "accessURL": "https://doi.org/10.5066/P94TS6W6", "description": "Landing page for access to the data", "format": "XML", "mediaType": "application/http", "title": "Digital Data"}, {"@type": "dcat:Distribution", "description": "The metadata original format", "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.655ec49ed34e3aa43a43b66f.xml", "format": "XML", "mediaType": "text/xml", "title": "Original Metadata"}], "identifier": "http://datainventory.doi.gov/id/dataset/USGS_655ec49ed34e3aa43a43b66f", "keyword": ["Conservation", "Hawaiian Islands", "Hawai\u2018i", "Invasive species", "Land cover", "L\u0101na\u2018i", "Machine learning", "Mapping", "Pacific Islands", "Remote sensing", "USGS:655ec49ed34e3aa43a43b66f", "Vegetation", "biota", "climatologyMeteorologyAtmosphere"], "modified": "2025-08-12T00:00:00Z", "publisher": {"@type": "org:Organization", "name": "U.S. Geological Survey"}, "spatial": "-157.0679, 20.7258, -156.7980, 20.9302", "theme": ["geospatial"], "title": "High-Resolution Land Cover Maps of L\u0101na\u2018i, Hawai\u2018i, 2020 - Species Specific Classes"}