Author

Ruben Cartuyvels

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#artificial intelligence Review Open access Sep 2026

A Pan-European Multimodal Dataset Linking Field Photos with Satellite Image Time Series for Agricultural Mapping

AgroFusion is a continental-scale, multimodal, pixel-based reference dataset designed to support rigorous evaluation and reproducible research in agricultural remote sensing and geospatial Artificial Intelligence (AI). Built upon the 2018 and 2022 Land Use/Cover Area frame statistical Survey (LUCAS), the dataset i...

M. F. Celik, Stefano Maurogiovanni, Rocco Sedona et al. · Scientific Data · 0 citations

#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