Score-based Filtering for Land Data Assimilation
Zhi-Long Fan, Lu Li, Zhong-Wang Wei et al.
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Generative reconstruction of high-resolution historical climate fields from station observations
Generative REconstruction (GRE) is introduced, a 5 sequential assimilation framework that replaces prescribed covariances with a generative prior learned from satellite-era grid-ded fields that encodes multivariate spatial structure including heavy-tailed extremes.
Jie Chao, Qi Liu, Hongming Yan et al.
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