High-Resolution Land Cover Maps of Lāna‘i, Hawai‘i, 2020 - Species Specific Classes
Description
This raster depicts the distribution of 15 species-specific vegetation classes across the island of Lāna‘i 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.
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.
Resources
| Name |
Format |
Description |
Link |
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55 |
Landing page for access to the data |
https://doi.org/10.5066/P94TS6W6 |
Tags
- climatologymeteorologyatmosphere
- biota
- pacific-islands
- hawaii
- land-cover
- usgs-655ec49ed34e3aa43a43b66f
- lnai
- conservation
- hawaiian-islands
- vegetation
- remote-sensing
- invasive-species
- mapping
- machine-learning