An Analog Offline EnKF for Paleoclimate Data Assimilation

Abstract An analog offline ensemble Kalman filter (AOEnKF) is proposed, which constructs ensemble priors from a control climate simulation for each assimilation time based on an analog criterion using proxy observations. Even though AOEnKF is an offline scheme and is therefore computationally econom...

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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) 2022-05-01
Series:Journal of Advances in Modeling Earth Systems
Subjects:
Online Access:https://doi.org/10.1029/2021MS002674