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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：336/0  |  提交时间：2020/03/20
Short-term traffic forecasting  spatial-temporal dependency  network topology  graph convolution  residual long short-term memory  
Nonlinear optimal moisture perturbations as excitation of primary MJO events in a hybrid coupled climate model 期刊论文
CLIMATE DYNAMICS, 2019, 页码: 25
作者:  Wei, Yuntao;  Ren, Hong-Li;  Mu, Mu;  Fu, Joshua-Xiouhua
Adobe PDF(10103Kb)  |  收藏  |  浏览/下载：240/0  |  提交时间：2020/03/20
Primary MJO event  CNOP  Nonlinear moisture advection  Nonlinear optimal excitation  
Modulation of ENSO on Fast and Slow MJO Modes during Boreal Winter 期刊论文
JOURNAL OF CLIMATE, 2019, 卷号: 32, 期号: 21, 页码: 7483-7506
作者:  Wei, Yuntao;  Ren, Hong-Li
Adobe PDF(5815Kb)  |  收藏  |  浏览/下载：303/0  |  提交时间：2020/01/03
Tropics  ENSO  Madden-Julian oscillation  Air-sea interaction  Regression analysis  Intraseasonal variability  
Assessment of the Atlantic water layer in the Arctic Ocean in CMIP5 climate models 期刊论文
CLIMATE DYNAMICS, 2019, 卷号: 53, 期号: 9-10, 页码: 5279-5291
作者:  Shu, Qi;  Wang, Qiang;  Su, Jie;  Li, Xiang;  Qiao, Fangli
Adobe PDF(2566Kb)  |  收藏  |  浏览/下载：75/0  |  提交时间：2020/09/21
Geochemical and Sr?Nd isotopic constraints on the origin of volcanic rocks from the northern Okinawa Trough 期刊论文
GEOLOGICAL JOURNAL, 2019, 卷号: 54, 期号: 6, 页码: 3304-3313
作者:  Shu, Yunchao;  Zeng, Zhigang;  Yin, Xuebo;  Wang, Xiaoyuan;  Chen, Shuai
Adobe PDF(957Kb)  |  收藏  |  浏览/下载：215/0  |  提交时间：2020/09/21
back-arc basin  Okinawa Trough  petrogenesis  volcanic rocks  
Impacts of Basin-Scale Climate Modes on Coastal Sea Level: a Review 期刊论文
SURVEYS IN GEOPHYSICS, 2019, 卷号: 40, 期号: 6, 页码: 1493-1541
作者:  Han, Weiqing;  Stammer, Detlef;  Thompson, Philip;  Ezer, Tal;  Palanisamy, Hindu;  Zhang, Xuebin;  Domingues, Catia M.;  Zhang, Lei;  Yuan, Dongliang
Adobe PDF(4383Kb)  |  收藏  |  浏览/下载：201/0  |  提交时间：2020/09/21
Coastal sea level change  Sea level variability  Climate variability  Climate modes  
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：426/0  |  提交时间：2020/01/03
Indian Ocean  Advection  Atmosphere-ocean interaction  ENSO  Ocean circulation  Thermocline  
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：316/0  |  提交时间：2020/01/03
passenger flow  short-term prediction  long short-term memory network  hybrid optimization algorithm  
Insights about the structure and development of Zhongsha Bank in the South China Sea from integrated geophysical modelling 期刊论文
INTERNATIONAL GEOLOGY REVIEW, 2019, 页码: 11
作者:  Huang, Haibo;  He, Enyuan;  Qiu, Xuelin;  Guo, Xingwei;  Fan, Jianke;  Zhang, Xunhua
Adobe PDF(2451Kb)  |  收藏  |  浏览/下载：300/0  |  提交时间：2019/11/14
South China Sea  Zhongsha Bank  continental block  geophysical modelling  ridge propagation  
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：311/0  |  提交时间：2019/11/14
Spatio-temporal flow volume  prediction  deep learning  LSTM  ResNet