Data · dataset · 2025
Environmental Inequality Analysis Dataset of Shanghai, Guangzhou, and Chengdu (2020)
Listed in ScienceDB
This dataset is constructed at the township (jiedao) level for three major Chinese cities—Shanghai, Guangzhou, and Chengdu—in 2020.
Description
It includes variables such as environmental risk index, sociodemographic characteristics (e.g., migrant population ratio, highly educated population ratio), housing prices, public service facilities (parks, subways, bus stops), enterprise distribution (factories, trading companies, IT firms), and population density.
Data are sourced from the National Pollution Discharge Permit Platform, the Seventh National Population Census, LandScan population data, Anjuke housing price data, and Amap POI data. The dataset supports research on spatial differentiation of environmental risks, environmental inequality, and the impact of urban spatial restructuring on environmental justice.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00100.00027 ↗
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
- Urban and regional planning 70%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00100.00027 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:3304 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| 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_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |