Open access
Jul 2026
Attention enhanced 3D-U-Net+ + ocean temperature and salinity reconstruction in the northwestern Pacific based on transfer learning
An attention-enhanced three dimensional U-Net++ model is proposed, which reconstructs daily T–S fields using real-time available sea surface temperature (SST) and sea surface height (SSH) data, and shows that the reconstructed T–S fields agree better with in-situ T–S profiles from World Ocean Database than previous stu...
Hao Wang, Linlin Zhang, Shuguo Yang et al.
· Earth System Science Data · 2 citations