Data · dataset · 2026
Taizhou Urban Solid-Waste Optical Benchmark, Field-Verified Inventory and Analysis-Ready Data
Listed in Teesside University Research Data Repository
This dataset supports a field-informed framework for urban solid-waste-site identification, spatial interpretation, and management prioritisation in Taizhou, China.
Description
It contains three complementary data products. First, a harmonized optical benchmark comprising 6,000 processed 800 × 800 images and 8,033 manually reviewed bounding-box annotations for three waste classes: domestic/mixed waste, construction waste, and industrial solid waste.
The benchmark was assembled from four previously published waste-image collections and was further screened, cropped where applicable, standardised, and re-annotated under a unified taxonomy. Second, the release includes a field-verified inventory of 278 retained solid-waste sites established through candidate-directed reconnaissance, including site type and selected field attributes. Third, analysis-ready tables are provided for candidate verification, conditional type refinement, spatial modelling, GeoShapley attribution, network-data evaluation, and uncertainty-aware intervention prioritisation.
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The optical benchmark retains source-level provenance and attribution information for the original image collections. Source-specific reuse conditions are documented in the accompanying licensing and attribution file. Newly created annotations, harmonized class labels, split definitions, field records, metadata, and derived analytical outputs were produced for this study.
The released data are intended to support reproducible research on solid-waste detection, field-informed inventory construction, spatial analysis, and evidence-based waste-management planning.
Links
Where it is published
- DOI doi.org/10.17632/353mxrnnjz.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 · Engineering · Humanities · Life Sciences · Photogrammetry and remote sensing · Satellite remote sensing · Social Science
- Inferred from text
- Image 75%
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/353mxrnnjz.1 | 9 d 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:engineering | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | 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[field].local:field:social-science | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:remote-sensing | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Remote Sensing'] |
| 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 |