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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
收藏  |  浏览/下载：55/0  |  提交时间：2024/08/30
precipitation forecasting  model analysis  deep learning  adversarial generative network  
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：37/0  |  提交时间：2024/04/07
tropical cyclone intensity forecast  deep learning  model knowledge  
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：98/0  |  提交时间：2024/04/07
Tropical cyclones  Remote sensing  Deep learning  
Satellite Observations and a Numerical Study of Recurring Atmospheric Gravity Waves Along the South China Sea Coast 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2023, 卷号: 128, 期号: 16, 页码: 23
作者:  Liu, Aiyue;  Shen, Dongliang;  Li, Xiaofeng
收藏  |  浏览/下载：146/0  |  提交时间：2023/12/13
the WRF model simulation  atmospheric gravity waves  satellite observations  
Glacier Mass Balance Pattern and Its Variation Mechanism in the West Kunlun Mountains in Tibetan Plateau 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 11, 页码: 16
作者:  Gao, Le;  Yang, Xiaofeng;  Qi, Jifeng;  Chen, Wenfeng
Adobe PDF(18087Kb)  |  收藏  |  浏览/下载：280/0  |  提交时间：2022/07/18
satellite altimetry  glacier elevation change  glacier inner terrain  glacier surging  ice flux divergence  surface mass balance  climate change  
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：319/0  |  提交时间：2022/04/12
Internal wave  Amplitude  Transfer learning  Remote sensing  In-situ measurement  Laboratory experiment  
A Deep Learning Model for Green Algae Detection on SAR Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 14
作者:  Guo, Yuan;  Gao, Le;  Li, Xiaofeng
收藏  |  浏览/下载：225/0  |  提交时间：2023/01/04
Green products  Algae  Radar polarimetry  Tides  Ocean temperature  Feature extraction  Sea surface  Deep learning (DL)  green algae  Sentinel-1 synthetic aperture radar (SAR) image  Yellow Sea  
AlgaeNet: A Deep-Learning Framework to Detect Floating Green Algae From Optical and SAR Imagery 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 2782-2796
作者:  Gao, Le;  Li, Xiaofeng;  Kong, Fanzhou;  Yu, Rencheng;  Guo, Yuan;  Ren, Yibin
Adobe PDF(8280Kb)  |  收藏  |  浏览/下载：272/0  |  提交时间：2022/07/18
Algae  MODIS  Synthetic aperture radar  Optical sensors  Optical imaging  Marine vehicles  Spatial resolution  Deep learning (DL)  green algae detection  satellite remote sensing  
Effect of random phase error and baseline roll angle error on eddy identification by interferometric imaging altimeter 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2021, 页码: 8
作者:  Gao, Le;  Sun, Hanwei;  Qi, Jifeng;  Jiang, Qiufu
Adobe PDF(2219Kb)  |  收藏  |  浏览/下载：307/0  |  提交时间：2021/05/26
interferometric altimetry  baseline error  random error  ocean eddy  theoretical and systematic simulation  error removal strategy  
Combination of Satellite Observations and Machine Learning Method for Internal Wave Forecast in the Sulu and Celebes Seas 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 4, 页码: 2822-2832
作者:  Zhang, Xudong;  Li, Xiaofeng
Adobe PDF(28337Kb)  |  收藏  |  浏览/下载：311/0  |  提交时间：2021/06/24
Oceans  Predictive models  Satellite broadcasting  MODIS  Satellites  Machine learning  Spatial resolution  Celebes sea  internal wave (IW)  machine learning  Sulu sea