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Developing a Data-Driven Transfer Learning Model to Locate Tropical Cyclone Centers on Satellite Infrared Imagery 期刊论文
JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 2023, 卷号: 40, 期号: 12, 页码: 1417-1430
作者:  Wang, Chong;  Li, Xiaofeng
Adobe PDF(40204Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Tropical cyclones  Remote sensing  Deep learning  
Mooring Measurements of Full-Depth Zonal Currents along the 143°E Meridian in the Northwestern Pacific Ocean 期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 10, 页码: 2491-2510
作者:  Sun, Zhongbin;  Zhang, Zhiwei;  Li, Cheng;  Yuan, Dongliang;  Yuan, Qingguo;  Lu, Wenbo;  Liu, Yuelin;  Zhou, Chun;  Wang, Jing;  Yang, Ya;  Zhao, Wei;  Tiana, Jiwei
Adobe PDF(33291Kb)  |  收藏  |  浏览/下载：141/0  |  提交时间：2023/11/30
Ocean circulation  North Pacific Ocean  Mass fluxes/transport  Seasonal variability  
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：115/0  |  提交时间：2023/01/04
Internal solitary wave  Phase speed  Machine learning  Remote sensing  
Seasonal variability of the North Equatorial Current-Kuroshio Current-Mindanao Current based on observations 期刊论文
FRONTIERS IN MARINE SCIENCE, 2022, 卷号: 9, 页码: 18
作者:  Wang, Fujun;  Zhang, Linlin;  Feng, Junqiao;  Hu, Dunxin
Adobe PDF(6957Kb)  |  收藏  |  浏览/下载：92/0  |  提交时间：2023/01/04
North Equatorial Current  Kuroshio Current  Mindanao Current  seasonal variability  Rossby waves  
Interannual Modulation of Subthermocline Eddy Kinetic Energy East of the Philippines 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2022, 卷号: 127, 期号: 5, 页码: 15
作者:  Hui, Yuchao;  Zhang, Linlin;  Wang, Zhenxiao;  Wang, Fan;  Hu, Dunxin
Adobe PDF(3380Kb)  |  收藏  |  浏览/下载：159/0  |  提交时间：2022/07/18
subthermocline EKE  interannual variation  western tropical Pacific  baroclinic  barotropic instability  
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：228/0  |  提交时间：2022/04/12
Internal wave  Amplitude  Transfer learning  Remote sensing  In-situ measurement  Laboratory experiment  
Direct Measurements of Turbulence in the Upper Western Pacific North Equatorial Current over a 25-h Period 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 3, 页码: 21
作者:  Yang, Wenlong;  Zhou, Hui;  Wang, Yonggang;  Liu, Juan;  Liu, Hengchang;  Liu, Chenglong;  Dewar, William
Adobe PDF(39239Kb)  |  收藏  |  浏览/下载：155/0  |  提交时间：2022/04/12
turbulent mixing  barrier layer  anticyclonic eddy  diurnal cycle  shear and stratification  double-diffusive  
A Deep Learning Model to Extract Ship Size From Sentinel-1 SAR Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 14
作者:  Ren, Yibin;  Li, Xiaofeng;  Xu, Huan
Adobe PDF(12529Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2022/02/18
Marine vehicles  Radar polarimetry  Feature extraction  Synthetic aperture radar  Data mining  Radar imaging  Oceans  Custom loss function  deep learning (DL)  deep neural network (DNN) regression  ship size extraction  synthetic aperture radar (SAR) image  
Development of a Dual-Attention U-Net Model for Sea Ice and Open Water Classification on SAR Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:  Ren, Yibin;  Li, Xiaofeng;  Yang, Xiaofeng;  Xu, Huan
Adobe PDF(8369Kb)  |  收藏  |  浏览/下载：209/0  |  提交时间：2022/02/18
Sea ice  Radar polarimetry  Feature extraction  Decoding  Oceans  Kernel  Image segmentation  Dual-attention  sea ice and open water classification  synthetic aperture radar (SAR) image  U-Net  
A Data-Driven Deep Learning Model for Weekly Sea Ice Concentration Prediction of the Pan-Arctic During the Melting Season 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 19
作者:  Ren, Yibin;  Li, Xiaofeng;  Zhang, Wenhao
Adobe PDF(22032Kb)  |  收藏  |  浏览/下载：137/0  |  提交时间：2022/07/18
Deep fully convolutional networks (FCNs)  recursively predicting  satellite-derived sea ice concentration (SIC)  SIC prediction  temporal-spatial attention