Data · dataset · 2026
Source data for publication "A dual life-cycle framework for proactive emerging pollutant management"
Listed in ScienceDB
This integrated dataset package contains all raw statistical inputs, Python modelling scripts, calibrated intermediate parameters, multi-scale emission inventories, factor decomposition outputs and supporting field monitoring data used for the dual life-cycle TCS risk assessment manuscript.
Description
The temporal coverage spans 1970 to 2060, covering historical statistical periods (1970–2024) and long-term predictive periods (2025–2060).
Spatially, the data supports three hierarchical scales: national aggregate, 31 provincial administrative regions, and 25×25 km regular grid cells across mainland China; four official economic zones (Eastern, Central, Western, Northeastern) are further aggregated for comparative analysis. All computational workflows rely on Python 3.8+ with pandas, numpy, scipy and openpyxl as core processing libraries, compatible with Windows, macOS and Linux operating systems; all tabular data adopt standard Excel (.xlsx) format readable by Office, WPS and open-source LibreOffice without proprietary software restrictions.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.40950 ↗
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
- Climate change science 74% · Tabular 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.40950 | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:3702 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (74%) |
| 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:tabular | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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 |