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Estimation of the barrier layer thickness in the Indian Ocean based on hybrid neural network model 期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2023, 卷号: 202, 页码: 14
Authors:  Zhao, Yizhi;  Qi, Jifeng;  Zhu, Shanliang;  Jia, Wentao;  Gong, Xiang;  Yin, Wenming;  Yin, Baoshu
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Barrier layer thickness  Particle swarm optimization  Artificial neural networks  Hybrid models  
A paralleled embedding high-dimensional Bayesian optimization with additive Gaussian kernels for solving CNOP 期刊论文
OCEAN MODELLING, 2023, 卷号: 184, 页码: 26
Authors:  Yuan, Shijin;  Liu, Yaxuan;  Qin, Bo;  Mu, Bin;  Zhang, Kun
Favorite  |  View/Download:60/0  |  Submit date:2023/12/07
Autoencoder based Bayesian optimization  Additive Gaussian kernels  Paralleled acquisition function  CNOP  Regional ocean modeling system  Upstream Kuroshio transport  
声光集成探测技术在深海油气工程中的应用 学位论文
, 山东省青岛市: 中国科学院海洋研究所, 2023
Authors:  刘玉斌
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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
Authors:  Zhang, Xudong;  Li, Xiaofeng
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Internal solitary wave  Phase speed  Machine learning  Remote sensing  
西太平洋深水海山微型生物多样性与群落连通性研究 学位论文
, 中国科学院海洋研究所: 中国科学院大学, 2022
Authors:  赵荣杰
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海山效应  原生生物  细菌  生物多样性  群落连通性  
北极海冰密集度对冬季乌拉尔阻塞事件延伸期预报的影响 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
Authors:  马学英
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乌拉尔阻塞  北极海冰密集度  延伸期预报  条件非线性最优边界扰动  
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
Authors:  Zhang, Xudong;  Wang, Haoyu;  Wang, Shuo;  Liu, Yanliang;  Yu, Weidong;  Wang, Jing;  Xu, Qing;  Li, Xiaofeng
Adobe PDF(12620Kb)  |  Favorite  |  View/Download:250/0  |  Submit date:2022/04/12
Internal wave  Amplitude  Transfer learning  Remote sensing  In-situ measurement  Laboratory experiment  
Influence of Arctic Sea Ice Concentration on Extended-Range Prediction of Strong and Long-Lasting Ural Blocking Events in Winter 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2022, 卷号: 127, 期号: 5, 页码: 15
Authors:  Ma, Xueying;  Mu, Mu;  Dai, Guokun;  Han, Zhe;  Li, Chunxiang;  Jiang, Zhina
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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
Authors:  Wang, Chong;  Zheng, Gang;  Li, Xiaofeng;  Xu, Qing;  Liu, Bin;  Zhang, Jun
Adobe PDF(4821Kb)  |  Favorite  |  View/Download:231/0  |  Submit date:2022/02/18
Estimation  Ocean temperature  Clouds  Tropical cyclones  Cyclones  Training  Geostationary satellites  Convolutional neural network (CNN)  deep learning  remote sensing  tropical cyclone (TC)  
The Fusion of Physical, Textural, and Morphological Information in SAR Imagery for Hurricane Wind Speed Retrieval Based on Deep Learning 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 13
Authors:  Mu, Shanshan;  Li, Xiaofeng;  Wang, Haoyu
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Hurricanes  Synthetic aperture radar  Wind speed  Radar polarimetry  Sea surface  Sea measurements  Data models  Deep learning  hurricane wind  synthetic aperture radar (SAR)