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DeepBlue: Advanced convolutional neural network applications for ocean remote sensing 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2023, 页码: 24
作者:  Wang, Haoyu;  Li, Xiaofeng
Adobe PDF(4818Kb)  |  收藏  |  浏览/下载：6/0  |  提交时间：2024/04/07
Satellite data-driven and knowledge-informed machine learning model for estimating global internal solitary wave speed 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 283, 页码: 16
作者:  Zhang, Xudong;  Li, Xiaofeng
Adobe PDF(22601Kb)  |  收藏  |  浏览/下载：130/0  |  提交时间：2023/01/04
Internal solitary wave  Phase speed  Machine learning  Remote sensing  
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：142/0  |  提交时间：2022/11/11
machine learning  ocean subsurface salinity structure  South China Sea  satellite remote sensing data  
Glacier Mass Balance Pattern and Its Variation Mechanism in the West Kunlun Mountains in Tibetan Plateau 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 11, 页码: 16
作者:  Gao, Le;  Yang, Xiaofeng;  Qi, Jifeng;  Chen, Wenfeng
Adobe PDF(18087Kb)  |  收藏  |  浏览/下载：188/0  |  提交时间：2022/07/18
satellite altimetry  glacier elevation change  glacier inner terrain  glacier surging  ice flux divergence  surface mass balance  climate change  
Oceanic internal wave amplitude retrieval from satellite images based on a data-driven transfer learning model 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 272, 页码: 15
作者:  Zhang, Xudong;  Wang, Haoyu;  Wang, Shuo;  Liu, Yanliang;  Yu, Weidong;  Wang, Jing;  Xu, Qing;  Li, Xiaofeng
Adobe PDF(12620Kb)  |  收藏  |  浏览/下载：254/0  |  提交时间：2022/04/12
Internal wave  Amplitude  Transfer learning  Remote sensing  In-situ measurement  Laboratory experiment  
Internal Tides and Their Intraseasonal Variability on the Continental Slope Northeast of Taiwan Island Derived from Mooring Observations and Satellite Data 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 1, 页码: 19
作者:  Yin, Yuqi;  Liu, Ze;  Zhang, Yuanzhi;  Chu, Qinqin;  Liu, Xihui;  Hou, Yijun;  Zhao, Xinhua
Adobe PDF(42686Kb)  |  收藏  |  浏览/下载：209/0  |  提交时间：2022/04/12
internal tides  Kuroshio Current  intraseasonal  acoustic doppler current profiler (ADCP)  mesoscale eddy  
A Machine-Learning Model for Forecasting Internal Wave Propagation in the Andaman Sea 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3095-3106
作者:  Zhang, Xudong;  Li, Xiaofeng;  Zheng, Quanan
Adobe PDF(6735Kb)  |  收藏  |  浏览/下载：307/0  |  提交时间：2021/05/11
Predictive models  Training  Satellites  Machine learning  Oceans  MODIS  Data models  Andaman sea  internal wave (IW) forecast  machine learning