Author

Simon Donike

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Open access Sep 2026

Evaluating Sentinel-2 Super-Resolution for Geospatial Information Extraction: A Spectral and Thematic Assessment

Super-resolution (SR) of remote-sensing imagery is commonly assessed through spatial fidelity or visual sharpness, although index-based geomatics requires preservation of cross-band spectral relationships. We compare five Sentinel-2 full-band SR configurations (LDSR-S2, SRGAN, SPAN, Mamba, and SWIN) in two hazard-mappi...

Simon Donike, Enrique Portalés-Julià, César Aybar et al. · Geomatics · 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