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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
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Code and dataset for Barthel et. al. (2024)

Research datakeyboard_double_arrow_right Dataset 01 Jan 2024Publisher:Zenodo
Authors: Barthel, Benedikt; Zhang, Shixuan; Charalampopoulos, Alexis; Harrop, Bryce E.; Leung, Ruby; Sapsis, Themistoklis;

doi: 10.5281/zenodo.10120305 , 10.5281/zenodo.10657047

Code and dataset for Barthel et. al. (2024)

Abstract

This archive contains data, code, and plotting scripts needed to generate the results described in Barthel et.al. (2024) A non-intrusive machine learning framework for debiasing long-time coarse resolution climate simulations and quantifying rare events statistics. The archive includes raw and processed data from simulations of a 2 layer Quasi-Geostrophic model generated using an in-house solver, simulations of DOE's E3SM Atmosphere Model Version 2 (EAMv2), and ERA5 reanalysis data. A detailed description of the model and simulations can be found in Barthel et. al. (2024).

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Keywords

Climate modeling, Machine learning

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    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).
    		 0
    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.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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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!
0
Average
Average
Average
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