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Evaluation of precipitation forecasting methods and an advanced lightweight model 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2024, 卷号: 19, 期号: 9, 页码: 12
作者:  Yang, Nan;  Wang, Chong;  Li, Xiaofeng
Adobe PDF(2068Kb)  |  收藏  |  浏览/下载：73/0  |  提交时间：2024/08/30
precipitation forecasting  model analysis  deep learning  adversarial generative network  
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
Adobe PDF(35696Kb)  |  收藏  |  浏览/下载：75/0  |  提交时间：2024/08/29
Synthetic aperture radar (SAR)  Sea ice classification  Deep learning  Beaufort sea  
An Improved Method for Retrieving Subsurface Temperature Using the ConvLSTM Model in the Western Pacific Ocean 期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2024, 卷号: 12, 期号: 4, 页码: 13
作者:  Zhang, Yuyuan;  Liu, Yahao;  Kong, Yuan;  Hu, Po
收藏  |  浏览/下载：17/0  |  提交时间：2024/08/29
deep learning  iterative optimization  remote sensing data  convolutional long short-term memory (ConvLSTM)  marine temperature  Western Pacific  
Application of deep learning in predicting suspended sediment concentration: A case study in Jiaozhou Bay, China 期刊论文
MARINE POLLUTION BULLETIN, 2024, 卷号: 201, 页码: 10
作者:  Xie, Jianbin;  Feng, Xingru;  Gao, Tianhai;  Wang, Zhifeng;  Wan, Kai;  Yin, Baoshu
收藏  |  浏览/下载：8/0  |  提交时间：2024/12/20
Suspended sediment concentration  Geostationary Ocean Color Imager  Deep learning  Winds  Tidal current  
Tropical cyclone intensity forecasting using model knowledge guided deep learning model 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2024, 卷号: 19, 期号: 2, 页码: 10
作者:  Wang, Chong;  Li, Xiaofeng;  Zheng, Gang
收藏  |  浏览/下载：44/0  |  提交时间：2024/04/07
tropical cyclone intensity forecast  deep learning  model knowledge  
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：43/0  |  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：93/0  |  提交时间：2024/06/04
Deep learning (DL)  mesoscale eddies  prior knowledge-embedded  reconstruction of 3-D thermohaline structure  
Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data 期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:  Xie, Bowen;  Qi, Jifeng;  Yang, Shuguo;  Sun, Guimin;  Feng, Zhongkun;  Yin, Baoshu;  Wang, Wenwu;  Salata, Ferdinando
收藏  |  浏览/下载：111/0  |  提交时间：2024/04/07
sea surface temperature  deep learning  3D U-Net model  marine heat waves  South China Sea  multi-source data  
A Self-Attention-Based Deep Learning Model for Estimating Global Phytoplankton Pigment Profiles 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 15
作者:  Yang, Yi;  Li, Xiaolong;  Li, Xiaofeng
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/20
Phytoplankton  Pigments  Sea measurements  Satellites  Ocean temperature  Deep learning  Temperature measurement  ocean color  phytoplankton pigments  satellite  vertical profiles  
High-Resolution Tropical Cyclone Rainfall Detection From C-Band SAR Imagery With Deep Learning 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 15
作者:  Mu, Shanshan;  Li, Xiaofeng;  Wang, Haoyu;  Zheng, Gang;  Perrie, William;  Wang, Chong
收藏  |  浏览/下载：10/0  |  提交时间：2024/12/20
Rain  Radar polarimetry  Precipitation  Radar imaging  Synthetic aperture radar  Spaceborne radar  C-band  Deep learning  rainfall  synthetic aperture radar (SAR) imagery  tropical cyclone (TC)