Self-supervised pre-training with geospatially-aware masked autoencoders reconstructs 3D cloud profiles from geostationary satellite imagery more accurately than a U-Net baseline.
A 3D cloud-construction algorithm for the EarthCARE satellite mission
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3D Cloud reconstruction through geospatially-aware Masked Autoencoders
Self-supervised pre-training with geospatially-aware masked autoencoders reconstructs 3D cloud profiles from geostationary satellite imagery more accurately than a U-Net baseline.