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Joss paper #114

Merged
merged 11 commits into from
Feb 12, 2024
Merged

Joss paper #114

merged 11 commits into from
Feb 12, 2024

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rogerkuou
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@rogerkuou rogerkuou commented Jan 10, 2024

Add a JOSS paper for MOTrainer.

@rogerkuou
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Hi all, I have drafted a JOSS paper for MOTrainer. You have all contributed to this repository therefore I listed you all as authors. Would you like to look at this paper?

It should be rendered as a GitHub Action artifact. You can download it (need to be unzipped) from here.

Thanks in advance!

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Applied some comments made by Susan

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remove duplicated paragragh
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Data assimilation is an essential tool in Earth and environmental sciences, enabling physical model states to be constrained using observational data.

In the DA process, observations are integrated into the physical model through the application of a Measurement Operator (MO) – a connection model mapping physical model states to observations. Researchers have observed that employing a Machine-Learning (ML) model as a surrogate MO can bypass the limitations associated with using an overly simplified MO [@Forman:2014; @XUE:2015; @Forman:2017].
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What process are you referring to in the first part of this sentence In the DA process,...?

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I wanted to make a start to talk about Measurement Operators. So I stared with the function of MO in a DA process. Maybe I should say In a DA process, ....?

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@rogerkuou thank you 👍 . Just some minor comments.

Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
@rogerkuou rogerkuou merged commit 0693d7b into main Feb 12, 2024
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2 participants