Attention Enhanced 3D-U-Net++ Ocean Temperature and Salinity Reconstruction in the Northwestern Pacific based on Transfer Learning
收藏科学数据银行2025-11-18 更新2026-04-23 收录
下载链接：
https://www.scidb.cn/detail?dataSetId=56d2acff851241188f43d15cc5b0c146
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资源简介：
This dataset is reconstructed and generated using an attention-enhanced 3D+U-Net++ model. The model utilizes real-time available sea surface temperature and sea surface height data to reconstruct daily temperature and salinity fields (26 layers, 1/4° resolution, 5–2000 meters). Evaluation results indicate that the reconstructed temperature and salinity fields exhibit better consistency with WOD temperature and salinity profiles during the validation period and in long-term statistical analysis.
提供机构：
University of Chinese Academy of Sciences; Qingdao University of Science and Technology; Linlin Zhang; Xiaomei Yan; Shuguo Yang; Institute of Oceanology
创建时间：
2025-11-18
