Coupling the K-nearest neighbors and locally weighted linear regression with ensemble Kalman filter for data-driven data assimilation

Coupling the K-nearest neighbors and locally weighted linear regression with ensemble Kalman filter for data-driven data assimilation

Bibliographic Details
Main Authors: Fan Manhong, Bai Yulong, Wang Lili, Tang Lihong, Ding Lin
Format: Article
Language:English
Published: De Gruyter 2021-11-01
Series:Open Geosciences
Subjects:
data assimilation
data-driven
machine learning
lorenz model
k-nearest neighbor
locally weighted linear regression
Online Access:https://doi.org/10.1515/geo-2020-0312

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