Data · dataset · 2025
30-meter Resolution Cropland Distribution Dataset of the YarlungZangbo-Lhasa-Nyangqv River Region, Tibet Autonomous Region, 1990-2023
Listed in ScienceDB
The spatial distribution dataset of cropland in the Yarlung-Zangbo-Lhasa-Nyangqv River region from 1990 to 2023 was extracted based on Landsat 5 Level 2, Collection 2, Tier 1 and Landsat 8 Level 2, Collection 2, Tier 1 data.
Description
High-resolution images were used for the cropland sample labeling in 2023, and for generating validation point sets in 2015 and 2020. The ResUnet model was applied to extract cropland information from Landsat data.
The model underwent fine-tuning to adapt to the characteristics of Landsat 5 data, ensuring consistency in accuracy across different sensors and years. Eight year’s products were finally obtained, corresponding to the distribution of cropland in the region in 1990, 1995, 2000, 2005, 2010, 2015, 2020 and 2023.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00001.01185 ↗
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
- Human geography 69% · Image 65%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00001.01185 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:4406 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| 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 | |
| concepts[modality].local:modality:image | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (65%) |
| 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 |