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Discover Ludwig"data assimilation" is correct and usable in written English.
You can use it when referring to the process of combining existing data with new data to create an improved model or data set. For example, "The meteorological team is utilizing data assimilation to create an accurate forecast."
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Cummings, J. A. Operational multivariate ocean data assimilation.
Derber, J. & Rosati, A. A global oceanic data assimilation system.
Rodell, M. et al. The global land data assimilation system.
Applications of the stochastic models, namely data assimilation, are presented.
BioMy research interests include uncertainty quantification, data assimilation.
Data integration: Data assimilation, Data fusion, Sensor triangulation.
Cressman schemes may be used with data assimilation as well.
Based on a large catchment set, we compare four forecasting options: without data assimilation and post-processing, without data assimilation but with post-processing, with data assimilation but without post-processing, and with both data assimilation and post-processing.
However, classical variational data assimilation follows a Gaussian distribution.
Dee et al. The ERA-Interim reanalysis: configuration and performance of the data assimilation system.
The difference may result from the data assimilation systems of the two reanalysis datasets.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com