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Deep learning to estimate ocean subsurface salinity structure in the Indian Ocean using satellite observations 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2024, 页码: 13
Authors:  Qi, Jifeng;  Sun, Guimin;  Xie, Bowen;  Li, Delei;  Yin, Baoshu
Favorite  |  View/Download:8/0  |  Submit date:2024/04/07
machine learning  convolutional neural network (CNN)  ocean subsurface salinity structure (OSSS)  Indian Ocean  satellite observations  
Analysis of compound floods from storm surge and extreme precipitation in China 期刊论文
JOURNAL OF HYDROLOGY, 2023, 卷号: 627, 页码: 13
Authors:  Feng, Jianlong;  Li, Delei;  Li, Yanxiao;  Zhao, Liang
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Compound flood  Storm surge  Extreme precipitation  China  
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
Authors:  Qi, Jifeng;  Zhang, Linlin;  Yin, Baoshu;  Li, Delei;  Xie, Bowen;  Sun, Guimin
Adobe PDF(13138Kb)  |  Favorite  |  View/Download:8/0  |  Submit date:2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
Understanding the compound marine heatwave and low-chlorophyll extremes in the western Pacific Ocean 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 13
Authors:  Chen, Qiaojun;  Li, Delei;  Feng, Jianlong;  Zhao, Liang;  Qi, Jifeng;  Yin, Baoshu
Adobe PDF(16555Kb)  |  Favorite  |  View/Download:9/0  |  Submit date:2024/04/07
western Pacific Ocean  marine heatwaves  low-chlorophyll  compound extreme events  multi-scale variability  climate change  
Sea surface salinity extremes over the global ocean 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2023, 卷号: 18, 期号: 11, 页码: 9
Authors:  Liu, Hao;  Xu, Tengfei;  Li, Delei;  Nie, Xunwei;  Wei, Zexun
Adobe PDF(3098Kb)  |  Favorite  |  View/Download:101/0  |  Submit date:2023/11/30
salinity extremes  salinity budget  freshwater fluxes  mesoscale eddies  stenohaline organisms  horizontal advection  ENSO  
Estimating thermohaline structures in the tropical Indian Ocean from surface parameters using an improved CNN model 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 16
Authors:  Qi, Jifeng;  Xie, Bowen;  Li, Delei;  Chi, Jianwei;  Yin, Baoshu;  Sun, Guimin
Favorite  |  View/Download:22/0  |  Submit date:2023/12/13
ocean thermohaline structure  satellite observations  machine learning  CNN  tropical Indian Ocean  
High-resolution, non-hydrostatic simulation of internal tides and solitary waves in the southern East China Sea 期刊论文
OCEAN MODELLING, 2023, 卷号: 181, 页码: 16
Authors:  Min, Wenjia;  Li, Qun;  Xu, Zhenhua;  Wang, Yang;  Li, Delei;  Zhang, Peiwen;  Robertson, Robin;  Yin, Baoshu
Adobe PDF(7813Kb)  |  Favorite  |  View/Download:193/0  |  Submit date:2023/02/01
Internal solitary waves  Internal tides  MITgcm  The southern East China Sea  
Changes in storm surges based on a bias-adjusted reconstruction dataset from 1900 to 2010 期刊论文
JOURNAL OF HYDROLOGY, 2023, 卷号: 617, 页码: 10
Authors:  Feng, Jianlong;  Li, Delei;  Dang, Wen;  Zhao, Liang
Favorite  |  View/Download:53/0  |  Submit date:2023/12/13
Storm surge  Climate change  Quantile delta mapping method  
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
Authors:  Dong, Lin;  Qi, Jifeng;  Yin, Baoshu;  Zhi, Hai;  Li, Delei;  Yang, Shuguo;  Wang, Wenwu;  Cai, Hong;  Xie, Bowen
Favorite  |  View/Download:133/0  |  Submit date:2022/11/11
machine learning  ocean subsurface salinity structure  South China Sea  satellite remote sensing data  
Variations and Environmental Controls of Primary Productivity in the Amundsen Sea 期刊论文
FRONTIERS IN MARINE SCIENCE, 2022, 卷号: 9, 页码: 15
Authors:  Feng, Jianlong;  Li, Delei;  Zhang, Jing;  Zhao, Liang
Adobe PDF(5754Kb)  |  Favorite  |  View/Download:157/0  |  Submit date:2022/07/18
Amundsen Sea  primary productivity  bioregions  dissolved iron  climate change