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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

Catalogue records · 1

Topics

Inferred from text
Urban and regional planning 70%
Provenance · 1 source records, 11 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.j00100.0002712 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].anzsrc:group:3304enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (70%)
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
license_textsource · scidb cnconnector:scidb_cn@1.0.0
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