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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
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：11/0  |  提交时间：2024/04/07
Barrier layer thickness  Particle swarm optimization  Artificial neural networks  Hybrid models  
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：66/0  |  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  
Impact of ocean waves on transport of underwater spilled oil in the Bohai Sea 期刊论文
MARINE POLLUTION BULLETIN, 2021, 卷号: 171, 页码: 15
作者:  Cao, Ruichen;  Chen, Haibo;  Rong, Zengrui;  Lv, Xianqing
Adobe PDF(11277Kb)  |  收藏  |  浏览/下载：205/0  |  提交时间：2021/12/01
Underwater oil spill  Ocean waves  Numerical simulation  Oil entrainment parameterization  Ocean waves errors  Environmental damage assessment  
Deep-learning-based information mining from ocean remote-sensing imagery 期刊论文
NATIONAL SCIENCE REVIEW, 2020, 卷号: 7, 期号: 10, 页码: 1584-1605
作者:  Li, Xiaofeng;  Liu, Bin;  Zheng, Gang;  Ren, Yibin;  Zhang, Shuangshang;  Liu, Yingjie;  Gao, Le;  Liu, Yuhai;  Zhang, Bin;  Wang, Fan
Adobe PDF(7492Kb)  |  收藏  |  浏览/下载：242/0  |  提交时间：2021/04/12
ocean remote sensing  big data  artificial intelligence  image classification  
A novel residual graph convolution deep learning model for short-term network-based traffic forecasting 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 34, 期号: 5, 页码: 27
作者:  Zhang, Yang;  Cheng, Tao;  Ren, Yibin;  Xie, Kun
Adobe PDF(4145Kb)  |  收藏  |  浏览/下载：340/0  |  提交时间：2020/03/20
Short-term traffic forecasting  spatial-temporal dependency  network topology  graph convolution  residual long short-term memory  
Short-Term Prediction of Bus Passenger Flow Based on a Hybrid Optimized LSTM Network 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 9, 页码: 24
作者:  Han, Yong;  Wang, Cheng;  Ren, Yibin;  Wang, Shukang;  Zheng, Huangcheng;  Chen, Ge
Adobe PDF(9994Kb)  |  收藏  |  浏览/下载：318/0  |  提交时间：2020/01/03
passenger flow  short-term prediction  long short-term memory network  hybrid optimization algorithm  
Foresight Future of the Sea 研究报告
2018
作者:  The Government Office for Science of UK
Adobe PDF(24781Kb)  |  收藏  |  浏览/下载：394/0  |  提交时间：2018/07/28
Developing priority variables ("ecosystem Essential Ocean Variables" - eEOVs) for observing dynamics and change in Southern Ocean ecosystems 期刊论文
JOURNAL OF MARINE SYSTEMS, 2016, 卷号: 161, 页码: 26-41
作者:  Constable, Andrew J.;  Costa, Daniel P.;  Schofield, Oscar;  Newman, Louise;  Urban, Edward R., Jr.;  Fulton, Elizabeth A.;  Melbourne-Thomas, Jessica;  Ballerini, Tosca;  Boyd, Philip W.;  Brandt, Angelika;  de la Mare, Willaim K.;  Edwards, Martin;  Eleaume, Marc;  Emmerson, Louise;  Fennel, Katja;  Fielding, Sophie;  Griffiths, Huw;  Gutt, Julian;  Hindell, Mark A.;  Hofmann, Eileen E.;  Jennings, Simon;  La, Hyoung Sul;  McCurdy, Andrea;  Mitchell, B. Greg;  Moltmann, Tim;  Muelbert, Monica;  Murphy, Eugene;  Press, Anthony J.;  Raymond, Ben;  Reid, Keith;  Reiss, Christian;  Rice, Jake;  Salter, Ian;  Smith, David C.;  Song, Sun;  Southwell, Colin;  Swadling, Kerrie M.;  Van de Putte, Anton;  Willis, Zdenka
Adobe PDF(1963Kb)  |  收藏  |  浏览/下载：345/1  |  提交时间：2016/09/19
Ocean Observing  Antarctica  Southern Ocean Observing System  Essential Variables  Ecosystem Change  Monitoring Systems  Ecosystem Management  Indicators