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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：326/0  |  提交时间：2020/03/20
Short-term traffic forecasting  spatial-temporal dependency  network topology  graph convolution  residual long short-term memory  
Interannual to Decadal Variability of Upper-Ocean Salinity in the Southern Indian Ocean and the Role of the Indonesian Throughflow 期刊论文
JOURNAL OF CLIMATE, 2019, 卷号: 32, 期号: 19, 页码: 6403-6421
作者:  Hu, Shijian;  Zhang, Ying;  Feng, Ming;  Du, Yan;  Sprintall, Janet;  Wang, Fan;  Hu, Dunxin;  Xie, Qiang;  Chai, Fei
Adobe PDF(4881Kb)  |  收藏  |  浏览/下载：399/0  |  提交时间：2020/01/03
Indian Ocean  Advection  Atmosphere-ocean interaction  ENSO  Ocean circulation  Thermocline  
A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 页码: 22
作者:  Ren, Yibin;  Chen, Huanfa;  Han, Yong;  Cheng, Tao;  Zhang, Yang;  Chen, Ge
Adobe PDF(3526Kb)  |  收藏  |  浏览/下载：305/0  |  提交时间：2019/11/14
Spatio-temporal flow volume  prediction  deep learning  LSTM  ResNet  
Temporal and spatial statistics of travelling eddy variability in the South China Sea 期刊论文
OCEAN DYNAMICS, 2019, 卷号: 69, 期号: 8, 页码: 879-898
作者:  Zhang, Meng;  von Storch, Hans;  Chen, Xueen;  Wang, Dongxiao;  Li, Delei
Adobe PDF(5790Kb)  |  收藏  |  浏览/下载：259/0  |  提交时间：2020/01/03
South China Sea  Statistics of travelling eddies  Variability of characteristics of eddies  Simulation with eddy-permitting model  Internal vs. external variability  
Interannual Variability of the Sulawesi Sea Circulation Forced by Indo-Pacific Planetary Waves 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2019, 卷号: 124, 期号: 3, 页码: 1616-1633
作者:  Hu, Xiaoyue;  Sprintall, Janet;  Yuan, Dongliang;  Tranchant, Benoit;  Gaspar, Philippe;  Koch-Larrouy, Ariane;  Reffray, Guillaume;  Li, Xiang;  Wang, Zheng;  Li, Yao;  Nugroho, Dwiyoga;  Corvianawatie, Corry;  Surinati, Dewi
Adobe PDF(5400Kb)  |  收藏  |  浏览/下载：383/0  |  提交时间：2019/08/28
Kelvin wave  Indonesian seas  SLA  high-resolution model  mooring observation  Sulawesi Sea