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Deep learning techniques for enhanced sea-ice types classification in the Beaufort Sea via SAR imagery 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2024, 卷号: 308, 页码: 19
作者:  Huang, Yan;  Ren, Yibin;  Li, Xiaofeng
收藏  |  浏览/下载：12/0  |  提交时间：2024/08/29
Synthetic aperture radar (SAR)  Sea ice classification  Deep learning  Beaufort sea  
Multi-Scale Window Spatiotemporal Attention Network for Subsurface Temperature Prediction and Reconstruction 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 12, 页码: 18
作者:  Jiang, Jiawei;  Wang, Jun;  Liu, Yiping;  Huang, Chao;  Jiang, Qiufu;  Feng, Liqiang;  Wan, Liying;  Zhang, Xiangguang
收藏  |  浏览/下载：6/0  |  提交时间：2024/09/02
temperature structure prediction  temperature structure reconstruction  spatiotemporal window ocean  satellite observations  spatiotemporal attention mechanism  
Constrained Iterative Adaptive Algorithm for the Detection and Localization of RFI Sources Based on the SMAP L-Band Microwave Radiometer 期刊论文
remote sensing, 2024, 卷号: 16, 期号: 10, 页码: 1791
作者:  Wang, Xinxin;  Wang, Xiang;  Wang, Lin;  Fan, Jianchao;  Wei, Enbo
Adobe PDF(9092Kb)  |  收藏  |  浏览/下载：81/2  |  提交时间：2024/06/12
passive microwave remote sensing  polarization detection  radio frequency interference  L-band microwave radiometer  Stokes parameter  localization  
Sea Surface Height Wavenumber Spectrum from Airborne Interferometric Radar Altimeter 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 8, 页码: 13
作者:  He, Jinchao;  Xu, Yongsheng;  Sun, Hanwei;  Jiang, Qiufu;  Yang, Lei;  Kong, Weiya;  Liu, Yalong
收藏  |  浏览/下载：6/0  |  提交时间：2024/08/29
airborne interferometric altimeter  wave number spectrum analysis  submesoscale  
Time Lag and Cumulative Effects of Extreme Climate on Coastal Vegetation in China 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 3, 页码: 23
作者:  Dong, Tong;  Liu, Jing;  He, Panxing;  Shi, Mingjie;  Chi, Yuan;  Liu, Chao;  Hou, Yuting;  Wei, Feili;  Liu, Dahai
收藏  |  浏览/下载：98/0  |  提交时间：2024/04/07
lag-accumulation effects  climate change  gradual and abrupt analysis  coastal vegetation  
Graph-Based Memory Recall Recurrent Neural Network for Mid-Term Sea-Surface Height Anomaly Forecasting 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 6642-6657
作者:  Zhou, Yuan;  Ren, Tian;  Chen, Keran;  Gao, Le;  Li, Xiaofeng
收藏  |  浏览/下载：30/0  |  提交时间：2024/06/04
Forecasting  Predictive models  Atmospheric waves  Spatiotemporal phenomena  Sea surface  Ocean waves  Data models  Sea-surface height anomaly (SSHA)  deep learning (DL)  spatiotemporal prediction  Rossby waves  
Reconstructing 3-D Thermohaline Structures for Mesoscale Eddies Using Satellite Observations and Deep Learning 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 16
作者:  Liu, Yingjie;  Wang, Haoyu;  Jiang, Fei;  Zhou, Yuan;  Li, Xiaofeng
收藏  |  浏览/下载：63/0  |  提交时间：2024/06/04
Deep learning (DL)  mesoscale eddies  prior knowledge-embedded  reconstruction of 3-D thermohaline structure  
Prediction of 3-D Ocean Temperature Based on Self-Attention and Predictive RNN 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:  Yue, Weihao;  Xu, Yongsheng;  Xiang, Liang;  Zhu, Shanliang;  Huang, Chao;  Zhang, Qingjun;  Zhang, Liqiang;  Zhan, Xiangguang
收藏  |  浏览/下载：68/0  |  提交时间：2024/06/04
Climate change  Recurrent neural networks  Temperature measurement  Ocean temperature  Predictive models  Global gridded temperature data with Barnes objective analysis (BOA-ARGO)  predictive recurrent neural network (PredRNN)  self-attention  
DeepSeaNet: A Bio-Detection Network Enabling Species Identification in the Deep Sea Imagery 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 13
作者:  Liu, Aiyue;  Liu, Yuhai;  Xu, Kuidong;  Zhao, Feng;  Zhou, Yuan;  Li, Xiaofeng
Adobe PDF(2856Kb)  |  收藏  |  浏览/下载：87/1  |  提交时间：2024/06/04
Data augmentation  deep-sea remotely operated vehicle (ROV) data  new species indication  real-time object detection network  seamount fine-grained dataset  
Retrieval of Ocean Wave Characteristics via Single-Frequency Time-Differenced Carrier Phases From GNSS Buoys 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 12
作者:  Yang, Lei;  Xu, Yongsheng;  Jiang, Yingming;  Mertikas, Stelios P.;  Wang, Zhiyong;  Zhu, Lin;  Liu, Na;  Lin, Lina
收藏  |  浏览/下载：11/0  |  提交时间：2024/08/29
Global Navigation Satellite System (GNSS) buoy  ocean wave  significant wave height (SWH)  time-differenced carrier phases (TDCPs)