Deep Learning Forest Vegetation (LGATE-478)
Published by Landgate
Description
This is a deep learning derived dataset indicating forested regions in the South-West of WA. Model produced from Sentinel 2 satellite imagery incorporating 11 multispectral bands resampled at a 10m resolution. Classes indicate native vegetation forests and exotic vegetation plantations. Training data for this model has been compiled by utilising existing datasets Native Vegetation Extent (DPIRD-005) and Forest Products Commission Plantations (FPC-001). This data was collected within the Swan Coastal Plain. Results may degrade significantly in IBRA regions further East. Please read supporting documentation for more information on this.
Resources
Shapefile
File Geodatabase
Geopackage
GeoJSON
Deep Learning Forest Vegetation (LGATE-478)
Web Feature Service
ArcGIS Server Map Service
Web Mapping Service
ArcGIS Server Feature Service (Esri Token Authentication)
ArcGIS Server Map Service (Esri Token Authentication)
Metadata
- Licence
- Custom (Other)
- Last Updated
- 10 Mar 2026
- Created
- 7 Aug 2023
- Update Frequency
- Unknown
- Source Portal
- Wa
Dublin Core Metadata
- Publisher
- Landgate
- Creator
- Landgate
- Type
- Dataset
- Language
- en
- Rights
- Custom (Other)
- Spatial Coverage
- Western Australia, Australia
- Temporal Coverage
- 7 Aug 2023 – 10 Mar 2026
- Related Resources
- https://data-downloads.slip.wa.gov.au/LGATE-478/Shapefile, https://data-downloads.slip.wa.gov.au/LGATE-478/Geopackage, https://data-downloads.slip.wa.gov.au/LGATE-478/GeoJSON, https://catalogue.data.wa.gov.au/dataset/11926d69-2518-44da-8264-e898dd5ddb5a/resource/24f43423-ddad-4193-a590-5d6dd252da52/download/deep-learning-forest-vegetation-data-dictionary-lgate-478.pdf, https://services.slip.wa.gov.au/arcgis/services/Landgate_Restricted_Services/AI_CaptureWA_Gov_FS/MapServer/WFSServer
- Subjects
- 2023, AI, Deep Learning, Exotic Vegetation, Forest, Land Cover, ML, Native Forest, Native Vegetation