A hybrid approach to estimating error covariances in variational data assimilation

Author:

CHENG HAIYAN,JARDAK MOHAMED,ALEXE MIHAI,SANDU ADRIAN

Publisher

Informa UK Limited

Subject

Atmospheric Science,Oceanography

Cited by 32 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. 3D‐Var data assimilation using a variational autoencoder;Quarterly Journal of the Royal Meteorological Society;2024-04

2. A data-driven localization method for ensemble based data assimilation;Journal of Computational Science;2021-04

3. Hybrid Assimilation of Satellite Rainfall Product with High Density Gauge Network to Improve Daily Estimation: A Case of Karnataka, India;Journal of the Meteorological Society of Japan. Ser. II;2021

4. Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation;Computer Methods in Applied Mechanics and Engineering;2020-12

5. An ensemble of perturbed analyses to approximate the analysis error covariance in 4dvar;Tellus A: Dynamic Meteorology and Oceanography;2020-01-01

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