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ZENODO
Software . 2026
License: http://opensource.org/licenses/MIT
Data sources: ZENODO
ZENODO
Software . 2026
License: https://opensource.org/licenses/MIT
Data sources: Datacite
ZENODO
Software . 2026
License: https://opensource.org/licenses/MIT
Data sources: Datacite
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Claim

Code for "Duo-AttnOPNets: Advancing Global Operational Forecasting for Atmospheric Carbon Monoxide with AI-empowered 4D-Var"

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 21 Jan 2026Publisher:Zenodo
Authors: Judongyang Zhou;
Code repository: https://github.com/judongyangzhou/Duo-AttnOPNets-public/tree/v1.0.0

doi: 10.5281/zenodo.18320269 , 10.5281/zenodo.18320268

Code for "Duo-AttnOPNets: Advancing Global Operational Forecasting for Atmospheric Carbon Monoxide with AI-empowered 4D-Var"

Abstract

This release corresponds to the code used in the Journal of Advances in Modeling Earth Systems manuscript: "Duo-AttnOPNets: Advancing Global Operational Forecasting for Atmospheric Carbon Monoxide with AI-empowered 4D-Var". The repository contains the core implementation required to reproduce the primary results presented in the paper.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 1
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Top 10%
Average
Average