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High-Resolution Land Cover Maps of Lāna‘i, Hawai‘i, 2020 - Mixed Class

Metadata Updated: August 23, 2025

This raster integrates the species-specific and community classifications using a hierarchical approach based on classification certainty. A 0.66 probability threshold was applied, with pixels assigned the finest species-specific class as long as the probability exceeded the threshold. Pixels below the threshold were assigned to the broader community class meeting the threshold. This approach displays the most detailed class possible given a minimum confidence, providing a map that balances specificity and certainty. 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.

Access & Use Information

Public: This dataset is intended for public access and use. License: No license information was provided. If this work was prepared by an officer or employee of the United States government as part of that person's official duties it is considered a U.S. Government Work.

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Dates

Metadata Created Date August 23, 2025
Metadata Updated Date August 23, 2025

Metadata Source

Harvested from DOI EDI

Additional Metadata

Resource Type Dataset
Metadata Created Date August 23, 2025
Metadata Updated Date August 23, 2025
Publisher U.S. Geological Survey
Maintainer
@Id http://datainventory.doi.gov/id/dataset/712c91f4002b022bb18688f866390213
Identifier USGS:655ec31dd34e3aa43a43b66b
Data Last Modified 20250812
Category geospatial
Public Access Level public
Bureau Code 010:12
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Metadata Catalog ID https://datainventory.doi.gov/data.json
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id 80af0b49-dd04-4fbc-984e-0bf8ff27a905
Harvest Source Id 52bfcc16-6e15-478f-809a-b1bc76f1aeda
Harvest Source Title DOI EDI
Metadata Type geospatial
Old Spatial -157.0679,20.7258,-156.798,20.9302
Publisher Hierarchy White House > U.S. Department of the Interior > U.S. Geological Survey
Source Datajson Identifier True
Source Hash 2a36faafec1f0c232c4f183e2d06e7ba30815abbb75de81ac4965528e5e6daf8
Source Schema Version 1.1
Spatial {"type": "Polygon", "coordinates": -157.0679, 20.7258, -157.0679, 20.9302, -156.798, 20.9302, -156.798, 20.7258, -157.0679, 20.7258}

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