Data · dataset · 2026
Monthly 0.01 Degree Carbon Emission Predictions and Uncertainty Estimates for Beijing and Surrounding Regions from 2019 to 2024
Listed in ScienceDB
This dataset provides monthly 0.01 degree carbon emission predictions and corresponding uncertainty estimates for Beijing and surrounding regions from January 2019 to December 2024.
Description
The products were generated using the Cross Covariance Feature Interaction Network (CCFI-Net), a weakly supervised spatial downscaling framework integrating multisource remote sensing, meteorological, and human activity proxy variables under coarse-scale constraints from the 0.1 degree MEIC inventory.
The dataset contains 72 monthly emission prediction rasters and their paired uncertainty rasters, supporting analyses of urban emission patterns, hotspot identification, seasonal variation, and uncertainty assessment.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.43477 ↗
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 71% · Satellite remote sensing 65%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.43477 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3702 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| 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:remote-sensing | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (65%) |
| 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 |