Data · dataset · 2026
GLC_FCS10AD land-cover dynamic dataset from 2017 to 2024
Listed in ScienceDB
GLC_FCS10AD is the first global 10 m annual land-cover dynamics dataset with 30 land-cover classes covering 2017–2024.
Description
The dataset was generated using an AlphaEarth Foundation (AEF)-driven monitoring framework that integrates adaptive change detection, localized land-cover updating, and spatiotemporal consistency optimization to produce temporally consistent annual land-cover maps. Validation using globally distributed annually interpreted reference samples demonstrates an overall accuracy of 84.23%–84.42%, while independent third-party validation over the United States achieves 87.64%–87.72% overall accuracy.
GLC_FCS10AD provides detailed information on annual global land-cover changes and supports applications in global change research, ecosystem monitoring, carbon-cycle assessment, biodiversity conservation, agricultural monitoring, and sustainable land management.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.43265 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Crop and pasture production 68%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.43265 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:3004 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (68%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |