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ǂA ǂdiffusion model for geophysical data reconstruction
Grega Rovšček, Matej Kristan, Matjaž Ličer
Magistrsko delo
Oznake: reconstruction of geophysical data;diffusion models;sea surface temperature;computer science;master's thesis;
Sea surface temperature (SST) plays a crucial role in the regulation of ocean-atmosphere interactions. However, satellite-derived SST observations are frequently incomplete due to cloud cover and other limitations. We present DIRECT, a diffusion-based generative model for reconstructing SST fields f ...
Leto: 2025 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
DIRECT 1.0
Grega Rovšček, Matjaž Ličer, Alexander Barth, Matej Kristan
Izvirni znanstveni članek
Oznake: rekonstrukcija geofizikalnih podatkov;difuzijski modeli;temperatura morske gladine;reconstruction of geophysical data;diffusion models;sea surface temperature;
Satellite sea surface temperature (SST) observations are frequently obscured by cloud cover, creating large gaps that must be reconstructed for many oceanographic and climate applications. Because multiple high-resolution SST fields may be consistent with the same sparse observations, this reconstru ...
Leto: 2026 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Št. zadetkov: 2
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