Preprint
Jul 2026
Global reanalysis from observations alone with machine learning
Results from a prototype system that suggest that observation-trained machine learning models trained only on Earth system observations can be used to generate multi-decade global reanalyses without using physics-based numerical models.
Peter Lean, E. Pinnington, P. Laloyaux et al.
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