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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
作者:  Qi, Jifeng;  Sun, Guimin;  Xie, Bowen;  Li, Delei;  Yin, Baoshu
收藏  |  浏览/下载：2/0  |  提交时间：2024/04/07
machine learning  convolutional neural network (CNN)  ocean subsurface salinity structure (OSSS)  Indian Ocean  satellite observations  
Retrieval of Subsurface Velocities in the Southern Ocean from Satellite Observations 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 24, 页码: 19
作者:  Xiang, Liang;  Xu, Yongsheng;  Sun, Hanwei;  Zhang, Qingjun;  Zhang, Liqiang;  Zhang, Lin;  Zhang, Xiangguang;  Huang, Chao;  Zhao, Dandan
Adobe PDF(4576Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
subsurface velocity  light gradient boosting machine (LightGBM)  The Southern Ocean  satellite observations  long-term variability  
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  
Satellite Observations and a Numerical Study of Recurring Atmospheric Gravity Waves Along the South China Sea Coast 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2023, 卷号: 128, 期号: 16, 页码: 23
作者:  Liu, Aiyue;  Shen, Dongliang;  Li, Xiaofeng
收藏  |  浏览/下载：47/0  |  提交时间：2023/12/13
the WRF model simulation  atmospheric gravity waves  satellite observations  
Global estimation of phytoplankton pigment concentrations from satellite data using a deep-learning-based model 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2023, 卷号: 294, 页码: 16
作者:  Li, Xiaolong;  Yang, Yi;  Ishizaka, Joji;  Li, Xiaofeng
收藏  |  浏览/下载：36/0  |  提交时间：2023/12/13
Phytoplankton pigments  Remote sensing  Deep learning  Satellite  Global Ocean  Phytoplankton community  El Nino  
Drivers of suspended sediment dynamics along the shorelines of the Yellow River Delta detected from satellite data 期刊论文
EARTH SURFACE PROCESSES AND LANDFORMS, 2023, 页码: 12
作者:  Jin, Song;  Fagherazzi, Sergio;  Fichot, Cedric G.;  Wu, Xiao;  Liu, Yan Xia;  Zheng, Xiangyang;  Zou, Tao;  Xing, Qianguo
收藏  |  浏览/下载：78/0  |  提交时间：2023/12/13
sediments resuspension  shear stress  time-series satellite data  total suspended solids  Yellow River Delta  
Two-Dimensional Numerical Simulation of Tide and Tidal Current of Eight Major Tidal Constituents in the Bohai, Yellow, and East China Seas 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 15, 页码: 20
作者:  Liu, Zizhou;  Jiao, Shengyi;  Liu, Xingchuan;  Lv, Xianqing
收藏  |  浏览/下载：18/0  |  提交时间：2023/12/13
tide  tidal current  satellite altimeter observations  ROMS  
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
作者:  Qi, Jifeng;  Xie, Bowen;  Li, Delei;  Chi, Jianwei;  Yin, Baoshu;  Sun, Guimin
收藏  |  浏览/下载：19/0  |  提交时间：2023/12/13
ocean thermohaline structure  satellite observations  machine learning  CNN  tropical Indian Ocean  
Multiple Timescale Variations in Water Transparency in the Eastern China Seas over the Period 1997-2019 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2023, 卷号: 128, 期号: 4, 页码: 23
作者:  Guo, Junting;  Pan, Haidong;  Cao, Ruichen;  Wang, Jianfeng;  Lv, Xianqing
收藏  |  浏览/下载：35/0  |  提交时间：2023/12/07
water transparency (Z(sd))  multiple timescale variations  Eastern China Seas  physical and environmental drivers  satellite remote sensing  
Recovering Gravity from Satellite Altimetry Data Using Deep Learning Network 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 11
作者:  Zhu, Chengcheng;  Yang, Lei;  Bian, Hongwei;  Li, Houpu;  Guo, Jinyun;  Liu, Na;  Lin, Lina
收藏  |  浏览/下载：87/0  |  提交时间：2023/12/13
Gravity  Deep learning  Sea measurements  Satellites  Underwater vehicles  Training  Data models  gravity anomaly  multichannel convolutional neural network (MCCNN)  satellite altimetry  Index Terms  submarine topography