Evaluating data-driven background ensembles covariances from Graphcast: a case study for Hurricane Lee (2023)

Zhihong Chen, Xuguang Wang

Short-term background ensemble covariances (BEC) are crucial for ensemble-based data assimilation (DA). However, limited studies so far have examined the fidelity of the cost-effec…