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Particle filters for high‐dimensional geoscience applications: A review

Particle filters contain the promise of fully nonlinear data assimilation. They have been applied in numerous science areas, including the geosciences, but their application to high‐dimensional geoscience systems has been limited due to their inefficiency in high‐dimensional systems in standard sett...

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Detalles Bibliográficos
Autores principales: van Leeuwen, Peter Jan, Künsch, Hans R., Nerger, Lars, Potthast, Roland, Reich, Sebastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Ltd 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6774339/
https://www.ncbi.nlm.nih.gov/pubmed/31598012
http://dx.doi.org/10.1002/qj.3551