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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:137/0  |  提交时间:2023/01/04
Internal solitary wave  Phase speed  Machine learning  Remote sensing  
Comprehensive Satellite Observations and a Numerical Study of a Wintertime Shallow Sea Smoke Event in the Yellow Sea 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2022, 卷号: 79, 期号: 12, 页码: 3163-3179
作者:  Li, Xiaofeng;  Shen, Dongliang;  Zheng, Gang;  Zhou, Lizhang;  Liu, Aiyue
收藏  |  浏览/下载:24/0  |  提交时间:2023/12/13
Atmosphere-ocean interaction  Fog  Marine boundary layer  
Distinct Variability between Semidiurnal and Diurnal Internal Tides at the East China Sea Shelf 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 11, 页码: 20
作者:  Wang, Weidong;  Robertson, Robin;  Wang, Yang;  Zhao, Chen;  Hao, Zhanjiu;  Yin, Baoshu;  Xu, Zhenhua
Adobe PDF(6447Kb)  |  收藏  |  浏览/下载:165/0  |  提交时间:2022/07/18
internal tides  spatiotemporal variation  East China Sea  modal structure  energy cascade  
基于国产干涉SAR载荷的海浪和海流反演方法研究 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, 2022
作者:  姜秋富
Adobe PDF(8417Kb)  |  收藏  |  浏览/下载:285/3  |  提交时间:2022/06/08
国产干涉SAR载荷,海浪,海流,反演方法  
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:260/0  |  提交时间:2022/04/12
Internal wave  Amplitude  Transfer learning  Remote sensing  In-situ measurement  Laboratory experiment  
Automatic Waterline Extraction and Topographic Mapping of Tidal Flats From SAR Images Based on Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2022, 卷号: 49, 期号: 2, 页码: 13
作者:  Zhang, Shuangshang;  Xu, Qing;  Wang, Haoyu;  Kang, Yanyan;  Li, Xiaofeng
Adobe PDF(5243Kb)  |  收藏  |  浏览/下载:202/0  |  提交时间:2022/04/12
synthetic aperture radar  tidal flat  deep learning  waterline  DEM  
Wind-Generated Gravity Waves Retrieval From High-Resolution 2-D Maps of Sea Surface Elevation by Airborne Interferometric Altimeter 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:  Jiang, Qiufu;  Xu, Yongsheng;  Sun, Hanwei;  Wei, Lideng;  Yang, Lei;  Zheng, Quanan;  Jiang, Haoyu;  Zhang, Xiangguang;  Qian, Chengcheng
Adobe PDF(1580Kb)  |  收藏  |  浏览/下载:217/0  |  提交时间:2022/04/12
Airborne Ka-band interferometric altimeter (AirKaIA)  sea surface elevation (SSE)  wind-generated gravity waves  
Sea Surface Wind Speed Retrieval From Textures in Synthetic Aperture Radar Imagery 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:  Zhou, Lizhang;  Zheng, Gang;  Yang, Jingsong;  Li, Xiaofeng;  Zhang, Bin;  Wang, He;  Chen, Peng;  Wang, Yan
Adobe PDF(27025Kb)  |  收藏  |  浏览/下载:243/0  |  提交时间:2022/02/18
Radar polarimetry  Sea surface  Oceanography  Atmospheric modeling  Surface waves  Atmospheric waves  Wind speed  Entropy  gray-level cooccurrence matrix (GLCM)  synthetic aperture radar (SAR)  sea surface wind speed (SSWS)  textures  
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:178/0  |  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:235/0  |  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