
GluFormer Paradigm Migrates to Ecology AI
Analysis shows GluFormer's self-supervised framework transfers to ecology for unlabeled time-series like FLUXNET flux data. Addresses static metrics' limits, enabling early ecosystem risk prediction without annotations. Tokenization adapts Transformer to multi-scale ecological dynamics.





