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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  
Influence of Tropical Cyclone Intensity and Size on Storm Surge in the Northern East China Sea 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 24, 页码: 19
作者:  Li, Jian;  Hou, Yijun;  Mo, Dongxue;  Liu, Qingrong;  Zhang, Yuanzhi
Adobe PDF(6815Kb)  |  收藏  |  浏览/下载:246/0  |  提交时间:2020/03/20
storm surge  tropical cyclone size (TC size)  ideal test  marine-economic effects  Northern East China Sea (NECS)  
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:171/0  |  提交时间:2020/09/21
tropical cyclone  center location  geostationary satellite  matching technique  
Decadal SST Variability in the Southeast Indian Ocean and Its Impact on Regional Climate 期刊论文
JOURNAL OF CLIMATE, 2019, 卷号: 32, 期号: 19, 页码: 6299-6318
作者:  Li, Yuanlong;  Han, Weiqing;  Zhang, Lei;  Wang, Fan
Adobe PDF(466Kb)  |  收藏  |  浏览/下载:294/0  |  提交时间:2020/01/03
Ocean dynamics  Sea surface temperature  Decadal variability  
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