Learning earth system models from observations: machine learning or data assimilation?
Title | Learning earth system models from observations: machine learning or data assimilation?
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Technical memorandum
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Date Published |
05/2020
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Secondary Title |
ECMWF Technical Memoranda
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Number |
863
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Author | |
Publisher |
ECMWF
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Abstract |
Recent progress in machine learning (ML) inspires the idea of improving (or learning) earth system models directly from the observations. Earth sciences already use data assimilation (DA), which underpins |
URL | https://www.ecmwf.int/en/elibrary/81164-learning-earth-system-models-observations-machine-learning-or-data-assimilation |
DOI |
10.21957/7fyj2811r
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