Data · dataset · 2026
Code and processed support files for "Satellite AOD-Constrained Dynamic Parameterization Improves High-AOD Dust Nowcasting Over the Taklimakan Desert" (Version 1.0.0)
Listed in ScienceDB
This record contains the public code snapshot and lightweight processed support files for the AGU/GRL manuscript "Satellite AOD-Constrained Dynamic Parameterization Improves High-AOD Dust Nowcasting Over the Taklimakan Desert".
Description
The code package includes preprocessing, training, inference, verification, and manuscript figure-generation scripts. The processed-support package includes split definitions, normalization statistics, timestamps, and land-surface support files that survived local storage loss and are sufficient to document the experimental data layout.
Full raw ERA5 and FY-4B data are not redistributed here and should be obtained from their original providers. The original Dynamic and Static manuscript checkpoints were accidentally deleted and are therefore not included in this version; they will be archived in a later version if recovered or retrained.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.32281 ↗
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
- Computer Science & AI · Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Geoinformatics 69%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.32281 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3704 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].local:field:computer-science-ai | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| 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 |