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Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach 期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:  Qi, Jifeng;  Zhang, Linlin;  Yin, Baoshu;  Li, Delei;  Xie, Bowen;  Sun, Guimin
Adobe PDF(13138Kb)  |  收藏  |  浏览/下载：98/0  |  提交时间：2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
Meta-learning-based estimation of the barrier layer thickness in the tropical Indian Ocean 期刊论文
ENVIRONMENTAL RESEARCH COMMUNICATIONS, 2023, 卷号: 5, 期号: 9, 页码: 8
作者:  Qi, Jifeng;  Qu, Tangdong;  Yin, Baoshu
收藏  |  浏览/下载：143/0  |  提交时间：2023/11/30
Ocean barrier layer thickness  Indian Ocean  meta-learning  machine learning  
Reconstruction of Subsurface Salinity Structure in the South China Sea Using Satellite Observations: A LightGBM-Based Deep Forest Method 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14, 页码: 19
作者:  Dong, Lin;  Qi, Jifeng;  Yin, Baoshu;  Zhi, Hai;  Li, Delei;  Yang, Shuguo;  Wang, Wenwu;  Cai, Hong;  Xie, Bowen
收藏  |  浏览/下载：198/0  |  提交时间：2022/11/11
machine learning  ocean subsurface salinity structure  South China Sea  satellite remote sensing data  
Impacts of El Nino on the South China Sea surface salinity as seen from satellites 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2022, 卷号: 17, 期号: 5, 页码: 9
作者:  Qi, Jifeng;  Du, Yan;  Chi, Jianwei;  Yi, Daling Li;  Li, Delei;  Yin, Baoshu
Adobe PDF(13120Kb)  |  收藏  |  浏览/下载：212/0  |  提交时间：2022/07/18
El Nino  South China Sea  sea surface salinity  interannual variability