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Structured Covariate-Informed Empirical Orthogonal Functions for Spatio-Temporal Environmental Fields

Huang, Hao-Yun et al.
arXiv (OAI Expanded) · Papers
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methodology
Low-rank representations such as empirical orthogonal function (EOF) decompositions are widely used for analyzing large spatio-temporal environmental fields. However, conventional EOF identifies latent modes solely from covariance structure and does not utilize observed environmental covariates, lim
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