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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：323/0  |  提交时间：2020/03/20
Short-term traffic forecasting  spatial-temporal dependency  network topology  graph convolution  residual long short-term memory  
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：281/0  |  提交时间：2020/01/03
Tropics  ENSO  Madden-Julian oscillation  Air-sea interaction  Regression analysis  Intraseasonal variability  
A new technique for automatically locating the center of tropical cyclones with multi-band cloud imagery 期刊论文
FRONTIERS OF EARTH SCIENCE, 2019, 页码: 12
作者:  Lu, Xiaoqin;  Yu, Hui;  Yang, Xiaoming;  Li, Xiaofeng;  Tang, Jie
Adobe PDF(5641Kb)  |  收藏  |  浏览/下载：148/0  |  提交时间：2020/09/21
tropical cyclone  center location  geostationary satellite  matching technique  
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  
Global meridional eddy heat transport inferred from Argo and altimetry observations 期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 页码: 10
作者:  Sun, Bowen;  Liu, Chuanyu;  Wang, Fan
Adobe PDF(3463Kb)  |  收藏  |  浏览/下载：359/0  |  提交时间：2019/08/28