Work

DepthDif: Ambient Diffusion for a Global Dense Reconstruction of Subsurface Ocean Variables from Extremely Sparse Inputs

Year: 2026

Type: software

Abstract: DepthDif reconstructs dense subsurface ocean temperature and salinity fields from sparse EN4/ARGO profiles using conditional diffusion.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.22111273

Authors: Donike, Simon, Cartuyvels, Ruben

Language: English

Topic: Oceanographic and Atmospheric Processes

Subfield: Oceanography

Field: Earth and Planetary Sciences

Domain: Physical Sciences

SDG: Life below water

Open Access status: green

OpenAlex ID: W7204252187

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