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降水和盐度效应在印尼贯穿流多年代变化中的作用 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, 2024
作者:  卢锡
Adobe PDF(19323Kb)  |  收藏  |  浏览/下载:39/1  |  提交时间:2024/06/11
印尼贯穿流,降水,盐度效应,多年代变化,长期趋势  
基于深度学习的ENSO建模及其预测和可预报性研究 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, 2024
作者:  周路
Adobe PDF(8710Kb)  |  收藏  |  浏览/下载:38/0  |  提交时间:2024/06/08
深度学习  ENSO预测  混合建模方法  多变量三维场预测  物理可解释性分析  
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:20/0  |  提交时间:2024/04/07
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:47/0  |  提交时间:2024/04/07
Barrier layer thickness  Particle swarm optimization  Artificial neural networks  Hybrid models  
Enhanced Impact of Land Reclamation on the Tide in the Guangxi Beibu Gulf 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 21, 页码: 20
作者:  Lu, Jingfang;  Zhang, Yibo;  Cao, Ruichen;  Lv, Xianqing;  Xu, Minjie;  Gao, Guandong;  Liu, Qiang
Adobe PDF(12662Kb)  |  收藏  |  浏览/下载:56/0  |  提交时间:2024/04/07
Guangxi Beibu Gulf  movable water bodies boundary  reclamation projects  spatio-temporal characteristics  hydrodynamics  drivers  
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:222/0  |  提交时间:2023/11/30
Subseasonal Prediction of Regional Antarctic Sea Ice by a Deep Learning Model 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 17, 页码: 10
作者:  Wang, Yunhe;  Yuan, Xiaojun;  Ren, Yibin;  Bushuk, Mitchell;  Shu, Qi;  Li, Cuihua;  Li, Xiaofeng
收藏  |  浏览/下载:56/0  |  提交时间:2023/12/13
Antarctic  sea ice prediction  
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:32/0  |  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  
Intraseasonal Variability of Surface Circulation in the Indo-Pacific Warm Pool Induced by Summer Monsoon Intraseasonal Oscillations 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2022, 卷号: 127, 期号: 11, 页码: 16
作者:  Song, Lina;  Wang, Fan;  Li, Yuanlong;  Lee, June-Yi
Adobe PDF(4527Kb)  |  收藏  |  浏览/下载:210/0  |  提交时间:2023/01/04
Indian summer monsoon intraseasonal oscillation  intraseasonal variability  ocean surface circulation  warm water volume  
Responses of East Asian Climate to SST Anomalies in the Kuroshio Extension Region during Boreal Autumn 期刊论文
JOURNAL OF CLIMATE, 2022, 卷号: 35, 期号: 21, 页码: 3407-3423
作者:  Geng, Yu;  Ren, Hong-Li;  Ma, Xueying;  Zhao, Shuo;  Nie, Yu
Adobe PDF(5532Kb)  |  收藏  |  浏览/下载:164/0  |  提交时间:2023/01/04
Atmosphere-ocean interaction  Atmospheric circulation  Climate prediction