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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：2/0  |  提交时间：2024/04/07
Modeling the long-term transport and fate of oil spilled from the 2021 A Symphony tanker collision in the Yellow Sea, China: Reliability of the stochastic simulation 期刊论文
OCEAN MODELLING, 2023, 卷号: 186, 页码: 14
作者:  Cao, Ruichen;  Rong, Zengrui;  Chen, Haibo;  Liu, Yi;  Mu, Lin;  Lv, Xianqing
Adobe PDF(10180Kb)  |  收藏  |  浏览/下载：3/0  |  提交时间：2024/04/07
A Symphony oil spill  Pollution probability  Stochastic simulation  Uncertainty analysis  
Frequent marine heatwaves hidden below the surface of the global ocean 期刊论文
NATURE GEOSCIENCE, 2023, 页码: 8
作者:  Sun, Di;  Li, Furong;  Jing, Zhao;  Hu, Shijian;  Zhang, Bohai
Adobe PDF(2299Kb)  |  收藏  |  浏览/下载：3/0  |  提交时间：2024/04/07
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
作者:  Liu, Hao;  Xu, Tengfei;  Li, Delei;  Nie, Xunwei;  Wei, Zexun
Adobe PDF(3098Kb)  |  收藏  |  浏览/下载：87/0  |  提交时间：2023/11/30
salinity extremes  salinity budget  freshwater fluxes  mesoscale eddies  stenohaline organisms  horizontal advection  ENSO  
Variability of Heat Content and Eddy Kinetic Energy in the Southeast Indian Ocean: Roles of the Indonesian Throughflow and Local Wind Forcing 期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2022, 卷号: 52, 期号: 11, 页码: 2789-2806
作者:  Li, Yuanlong;  Guo, Yaru;  Zhu, Yanan;  Kido, Shoichiro;  Zhang, Lei;  Wang, Fan
Adobe PDF(5779Kb)  |  收藏  |  浏览/下载：111/0  |  提交时间：2023/01/04
Indian Ocean  Ocean circulation  Decadal variability  
Tropical Cyclone Intensity Estimation From Geostationary Satellite Imagery Using Deep Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:  Wang, Chong;  Zheng, Gang;  Li, Xiaofeng;  Xu, Qing;  Liu, Bin;  Zhang, Jun
Adobe PDF(4821Kb)  |  收藏  |  浏览/下载：214/0  |  提交时间：2022/02/18
Estimation  Ocean temperature  Clouds  Tropical cyclones  Cyclones  Training  Geostationary satellites  Convolutional neural network (CNN)  deep learning  remote sensing  tropical cyclone (TC)  
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：212/0  |  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  
AlgaeNet: A Deep-Learning Framework to Detect Floating Green Algae From Optical and SAR Imagery 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 2782-2796
作者:  Gao, Le;  Li, Xiaofeng;  Kong, Fanzhou;  Yu, Rencheng;  Guo, Yuan;  Ren, Yibin
Adobe PDF(8280Kb)  |  收藏  |  浏览/下载：192/0  |  提交时间：2022/07/18
Algae  MODIS  Synthetic aperture radar  Optical sensors  Optical imaging  Marine vehicles  Spatial resolution  Deep learning (DL)  green algae detection  satellite remote sensing  
Dual-Branch Neural Network for Sea Fog Detection in Geostationary Ocean Color Imager 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 17
作者:  Zhou, Yuan;  Chen, Keran;  Li, Xiaofeng
收藏  |  浏览/下载：140/0  |  提交时间：2022/12/09
Satellites  Oceans  Remote sensing  Feature extraction  Deep learning  Color  Annotations  Deep learning  satellite imagery  sea fog detection  semantic segmentation