An Online Paleoclimate Data Assimilation With a Deep Learning‐Based Network

Abstract An online paleoclimate data assimilation (PDA) that utilizes climate forecasts from a deep learning‐based network (NET) along with assimilation of proxies to reconstruct surface air temperature, is investigated here. The NET is trained on ensemble simulations from the Community Earth System...

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Bibliographic Details
Main Authors: Haohao Sun, Lili Lei, Zhengyu Liu, Liang Ning, Zhe‐Min Tan
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2025-06-01
Series:Journal of Advances in Modeling Earth Systems
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Online Access:https://doi.org/10.1029/2024MS004675
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