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D. F. Prieto

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#machine learning Preprint Sep 2026

A Dataset and Model for Imputing Water Surface Elevation on a Large and Extremely Sparse Spatiotemporal Graph

This work introduces AmazonSWE, a dataset for training and evaluating large-scale spatiotemporal graph imputation methods that integrates processed satellite altimetry measurements from a range of sources, including the recent wide-swath SWOT sensor.

Ruben Cartuyvels, K. Douch, Gabriele Bertoli et al. · 0 citations
#artificial intelligence Preprint Aug 2026

OceanDepths: A Global Dataset of Paired Subsurface and Surface Ocean Observations

OceanDepths is introduced, the first open, global, regridded AI-ready dataset that pairs satellite-derived sea surface temperature, sea surface salinity, and sea surface height products with co-located EN4 subsurface temperature and salinity profiles, complemented by matched GLORYS12 ocean reanalysis data to support co...

Simon Donike, Ruben Cartuyvels, A. I. Ferola et al. · 0 citations

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