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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
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)  
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：134/0  |  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  
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  
Effects of Temperature on Sea Surface Radar Backscattering Under Neutral and Nonneutral Atmospheric Conditions for Wind Retrieval Applications: A Numerical Study 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 4, 页码: 2727-2743
作者:  Du, Yanlei;  Yang, Xiaofeng;  Yang, Jian;  Tan, Shurun;  Ma, Wentao;  Li, Ziwei;  Li, Xiaofeng
Adobe PDF(24773Kb)  |  收藏  |  浏览/下载：188/0  |  提交时间：2021/06/24
Ocean temperature  Atmospheric modeling  Sea surface  Scattering  Spaceborne radar  Wind speed  Atmospheric stability  ocean radar backscattering  sea surface temperature (SST)  
SAR 对台风海浪场特征及高度计去混叠研究 学位论文
理学博士, 中国科学院海洋研究所: 中国科学院大学, 2020
作者:  胡登辉
Adobe PDF(24144Kb)  |  收藏  |  浏览/下载：397/0  |  提交时间：2020/12/02
Sar 波模式  台风  台风涌浪追踪  非对称  海浪模型  高度计混叠  
Deep-learning-based information mining from ocean remote-sensing imagery 期刊论文
NATIONAL SCIENCE REVIEW, 2020, 卷号: 7, 期号: 10, 页码: 1584-1605
作者:  Li, Xiaofeng;  Liu, Bin;  Zheng, Gang;  Ren, Yibin;  Zhang, Shuangshang;  Liu, Yingjie;  Gao, Le;  Liu, Yuhai;  Zhang, Bin;  Wang, Fan
Adobe PDF(7492Kb)  |  收藏  |  浏览/下载：227/0  |  提交时间：2021/04/12
ocean remote sensing  big data  artificial intelligence  image classification  
Arctic multiyear sea ice variability observed from satellites: a review 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2020, 卷号: 38, 期号: 4, 页码: 962-984
作者:  Bi Haibo;  Liang Yu;  Wang Yunhe;  Liang Xi;  Zhang Zehua;  Du Tingqin;  Yu Qinglong;  Huang Jue;  Kong Mei;  Huang Haijun
Adobe PDF(5213Kb)  |  收藏  |  浏览/下载：218/0  |  提交时间：2020/09/25
multiyear sea ice  Arctic Ocean  satellite observation  
A Novel Marine Oil Spillage Identification Scheme Based on Convolution Neural Network Feature Extraction From Fully Polarimetric SAR Imagery 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 59801-59820
作者:  Song, Dongmei;  Zhen, Zongjin;  Wang, Bin;  Li, Xiaofeng;  Gao, Le;  Wang, Ning;  Xie, Tao;  Zhang, Ting
Adobe PDF(5827Kb)  |  收藏  |  浏览/下载：200/0  |  提交时间：2020/09/23
Marine oil spill  RADARSAT-2  PolSAR  deep learning  feature extraction  convolutional neural network (CNN)  
Retrieval of Oil-Water Mixture Ratio at Ocean Surface Using Compact Polarimetry Synthetic Aperture Radar 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 7, 页码: 21
作者:  Li, Haiyan;  Perrie, William;  Wu, Jin
Adobe PDF(5728Kb)  |  收藏  |  浏览/下载：240/0  |  提交时间：2019/07/08
oil-water mixture ratio  compact polarization SAR (CP SAR)  hybrid-polarized SAR (HP SAR)  oil spill  polarization SAR