High-Resolution Land Cover Maps of Lāna‘i, Hawai‘i, 2020 - Community Specific Class
This raster depicts the distribution of broader community-level vegetation classes across Lāna‘i. To generate this map, the species-specific class probabilities were summed to get total probability of membership in each defined community class. Each pixel was then assigned to the community class with the highest probability. This generalized map allows for an assessment of vegetation patterns at a coarser categorical level across the island.
Please 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.
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[ "010:12" ] |
| contactPoint |
{ "fn": "Lucas Berio Fortini", "@type": "vcard:Contact", "hasEmail": "mailto:lfortini@usgs.gov" } |
| description | This raster depicts the distribution of broader community-level vegetation classes across Lāna‘i. To generate this map, the species-specific class probabilities were summed to get total probability of membership in each defined community class. Each pixel was then assigned to the community class with the highest probability. This generalized map allows for an assessment of vegetation patterns at a coarser categorical level across the island. Please 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", "title": "Digital Data", "format": "XML", "accessURL": "https://doi.org/10.5066/P94TS6W6", "mediaType": "application/http", "description": "Landing page for access to the data" }, { "@type": "dcat:Distribution", "title": "Original Metadata", "format": "XML", "mediaType": "text/xml", "description": "The metadata original format", "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.655ec202d34e3aa43a43b668.xml" } ] |
| identifier | http://datainventory.doi.gov/id/dataset/USGS_655ec202d34e3aa43a43b668 |
| keyword |
[ "Conservation", "Hawaiian Islands", "Hawai‘i", "Invasive species", "Land cover", "Lāna‘i", "Machine learning", "Mapping", "Pacific Islands", "Remote sensing", "USGS:655ec202d34e3aa43a43b668", "Vegetation", "biota", "climatologyMeteorologyAtmosphere" ] |
| modified | 2025-08-12T00:00:00Z |
| publisher |
{ "name": "U.S. Geological Survey", "@type": "org:Organization" } |
| spatial | -157.0679, 20.7258, -156.7980, 20.9302 |
| theme |
[ "geospatial" ] |
| title | High-Resolution Land Cover Maps of Lāna‘i, Hawai‘i, 2020 - Community Specific Class |
