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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

Catalogue records · 1

Topics

Inferred from text
Geoinformatics 69%
Provenance · 1 source records, 11 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.3228110 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:3704enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (69%)
concepts[field].local:field:computer-science-aimapping · scidb cnconnector:scidb_cn@1.0.0
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
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title