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DeepBlue: Advanced convolutional neural network applications for ocean remote sensing 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2023, 页码: 24
作者:  Wang, Haoyu;  Li, Xiaofeng
Adobe PDF(4818Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Analysis of compound floods from storm surge and extreme precipitation in China 期刊论文
JOURNAL OF HYDROLOGY, 2023, 卷号: 627, 页码: 13
作者:  Feng, Jianlong;  Li, Delei;  Li, Yanxiao;  Zhao, Liang
Adobe PDF(5769Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Compound flood  Storm surge  Extreme precipitation  China  
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
作者:  Zhao, Yizhi;  Qi, Jifeng;  Zhu, Shanliang;  Jia, Wentao;  Gong, Xiang;  Yin, Wenming;  Yin, Baoshu
Adobe PDF(7659Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Barrier layer thickness  Particle swarm optimization  Artificial neural networks  Hybrid models  
Internal Lee Wave Generation from Geostrophic Flow in the Northwestern Pacific Ocean 期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 11, 页码: 2633-2650
作者:  Li, Ji;  Xu, Zhenhua;  Hao, Zhanjiu;  You, Jia;  Zhang, Peiwen;  Yin, Baoshu
Adobe PDF(27881Kb)  |  收藏  |  浏览/下载：2/0  |  提交时间：2024/04/07
Eddies  Internal waves  Mountain waves  Small scale processes  Topographic effects  
Mechanisms of tropical Pacific decadal variability 期刊论文
NATURE REVIEWS EARTH & ENVIRONMENT, 2023, 页码: 16
作者:  Capotondi, Antonietta;  McGregor, Shayne;  McPhaden, Michael J.;  Cravatte, Sophie;  Holbrook, Neil J.;  Imada, Yukiko;  Sanchez, Sara C.;  Sprintall, Janet;  Stuecker, Malte F.;  Ummenhofer, Caroline C.;  Zeller, Mathias;  Farneti, Riccardo;  Graffino, Giorgio;  Hu, Shijian;  Karnauskas, Kristopher B.;  Kosaka, Yu;  Kucharski, Fred;  Mayer, Michael;  Qiu, Bo;  Santoso, Agus;  Taschetto, Andrea S.;  Wang, Fan;  Zhang, Xuebin;  Holmes, Ryan M.;  Luo, Jing-Jia;  Maher, Nicola;  Martinez-Villalobos, Cristian;  Meehl, Gerald A.;  Naha, Rajashree;  Schneider, Niklas;  Stevenson, Samantha;  Sullivan, Arnold;  van Rensch, Peter;  Xu, Tongtong
Adobe PDF(7685Kb)  |  收藏  |  浏览/下载：126/0  |  提交时间：2023/11/30
A Transformer-Based Deep Learning Model for Successful Predictions of the 2021 Second-Year La Nina Condition 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 12, 页码: 10
作者:  Gao, Chuan;  Zhou, Lu;  Zhang, Rong-Hua
收藏  |  浏览/下载：94/0  |  提交时间：2023/11/30
the 2021 second-year cooling condition  a transformer-based deep learning model  3D multivariate prediction  subsurface thermal effect  comparison with dynamical models  
A multi-model prediction system for ENSO 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2023, 页码: 10
作者:  Liu, Ting;  Gao, Yanqiu;  Song, Xunshu;  Gao, Chuan;  Tao, Lingjiang;  Tang, Youmin;  Duan, Wansuo;  Zhang, Rong-Hua;  Chen, Dake
收藏  |  浏览/下载：57/0  |  提交时间：2023/12/13
MME  ENSO  Prediction  
基于深度学习的印尼贯穿流反演与预测研究 学位论文
理学硕士, 中国科学院海洋研究所: 中国科学院大学, 2023
作者:  辛林超
Adobe PDF(3884Kb)  |  收藏  |  浏览/下载：59/0  |  提交时间：2023/06/18
印尼贯穿流，海表面高度，神经网络，深度学习，卷积神经网络  
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:  Ren, Yibin;  Li, Xiaofeng
收藏  |  浏览/下载：25/0  |  提交时间：2023/12/13
Predictive models  Atmospheric modeling  Sea ice  Numerical models  Arctic  Ocean temperature  Data models  Deep learning  Pan-Arctic  physically constrained loss function  sea ice concentration (SIC) prediction  subseasonal scale  
Sea level extremes and compounding marine heatwaves in coastal Indonesia 期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 12
作者:  Han, Weiqing;  Zhang, Lei;  Meehl, Gerald A.;  Kido, Shoichiro;  Tozuka, Tomoki;  Li, Yuanlong;  McPhaden, Michael J.;  Hu, Aixue;  Cazenave, Anny;  Rosenbloom, Nan;  Strand, Gary;  West, B. Jason;  Xing, Wen
Adobe PDF(3685Kb)  |  收藏  |  浏览/下载：141/0  |  提交时间：2023/01/04