Data · dataset · 2026
Multispectral UAV imagery and semantic segmentation data for weed detection in barley and rapeseed
Listed in Teesside University Research Data Repository
This dataset contains 256×256 pixel patches extracted from multispectral UAV orthomosaics acquired over barley (Hordeum vulgare) and rapeseed (Brassica napus) fields in Valdeavero (Madrid, Spain).
Description
It includes four subsets: Barley 1‑V1 (training, 726 patches), Barley 1‑V2 (temporal validation, 524 patches), Barley 2‑V2 (spatial validation), and Rapeseed‑V2 (cross‑crop transfer and fine‑tuning, 423 patches). Each patch has 8 spectral bands: R, G, B, NIR, RedEdge, NDVI, NDRE, and VARI.
The dataset also includes text files defining the splits used for few‑shot fine‑tuning experiments (5%, 10%, and 15%).Agriculture
Links
Where it is published
- DOI doi.org/10.17632/mb4jvxk9dk.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science · Life Sciences · Photogrammetry and remote sensing · Satellite remote sensing
- Inferred from text
- Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/mb4jvxk9dk.1 | 7 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].anzsrc:field:401304 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Remote Sensing'] |
| concepts[field].local:field:computer-science-ai | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[modality].local:modality:remote-sensing | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Remote Sensing'] |
| concepts[modality].local:modality:text | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |