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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：1/0  |  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：74/0  |  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：120/0  |  提交时间：2022/11/11
machine learning  ocean subsurface salinity structure  South China Sea  satellite remote sensing data