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Developing a Data-Driven Transfer Learning Model to Locate Tropical Cyclone Centers on Satellite Infrared Imagery 期刊论文
JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 2023, 卷号: 40, 期号: 12, 页码: 1417-1430
作者:  Wang, Chong;  Li, Xiaofeng
Adobe PDF(40204Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Tropical cyclones  Remote sensing  Deep learning  
Progress of research on satellite remote sensing application in oceanography: A case study in China 期刊论文
REGIONAL STUDIES IN MARINE SCIENCE, 2023, 卷号: 64, 页码: 11
作者:  Liu, Chunli;  Li, Jiepeng;  Ma, Wenjuan;  Tang, Xue;  Zhang, Xutao;  Wang, Sufen;  Tang, Danling
Adobe PDF(2263Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2023/12/13
Remote sensing  Ocean colour  Environmental science  Climate change  Bibliometric analysis  
Study on the mechanisms of interannual variation in suspended sediment concentration in the Bohai Sea based on GOCI 期刊论文
JOURNAL OF SEA RESEARCH, 2023, 卷号: 195, 页码: 10
作者:  Xie, Jianbin;  Feng, Xingru;  Chen, Haijun;  Yin, Baoshu
Adobe PDF(4293Kb)  |  收藏  |  浏览/下载：52/0  |  提交时间：2023/12/13
Suspended sediment concentration  Geostationary Ocean Color Imager  EOF analyses  Winds  Interannual variation  
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：115/0  |  提交时间：2023/01/04
Internal solitary wave  Phase speed  Machine learning  Remote sensing  
Seasonal and intra-seasonal variations of surface hydrological parameters over North Yellow Sea and its implications for applicability of quasi-synchronous ship-based multi-station hydrological investigation data 期刊论文
JOURNAL OF SEA RESEARCH, 2022, 卷号: 190, 页码: 17
作者:  Li, Wenjian;  Wang, Zhenyan;  Huang, Haijun
Adobe PDF(8335Kb)  |  收藏  |  浏览/下载：109/0  |  提交时间：2023/02/01
Multi -station hydrological investigation  North Yellow Sea  Solar radiation  SST  Wind  
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：225/0  |  提交时间：2022/04/12
Internal wave  Amplitude  Transfer learning  Remote sensing  In-situ measurement  Laboratory experiment  
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：205/0  |  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)  
Tropical Cyclone Center and Symmetric Structure Estimating From SMAP Data 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:  Zhang, Guosheng;  Xu, Chao;  Li, Xiaofeng;  Zhu, Ziqiang;  Perrie, William
Adobe PDF(15629Kb)  |  收藏  |  浏览/下载：169/0  |  提交时间：2022/04/12
Sea surface  Wind speed  Sea measurements  Microwave radiometry  Hurricanes  Oceans  Synthetic aperture radar  Hurricane center detection  hurricane intensity  radius of maximum wind (RMW)  Soil Moisture Active Passive (SMAP) ocean winds  
Monitoring, modeling and projection of harmful algal blooms in China 期刊论文
HARMFUL ALGAE, 2022, 卷号: 111, 页码: 8
作者:  Guan, Weibing;  Bao, Min;  Lou, Xiulin;  Zhou, Zhengxi;  Yin, Kedong
Adobe PDF(1537Kb)  |  收藏  |  浏览/下载：213/0  |  提交时间：2022/04/12
Harmful algal blooms  Monitoring  Remote sensing  Modeling  Early warning  Long-term trend  Chinese seas  
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：132/0  |  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