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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:352/0  |  提交时间:2020/03/20
Short-term traffic forecasting  spatial-temporal dependency  network topology  graph convolution  residual long short-term memory  
The Optimal Precursors for ENSO Events Depicted Using the Gradient-definition-based Method in an Intermediate Coupled Model 期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2019, 卷号: 36, 期号: 12, 页码: 1381-1392
作者:  Mu, Bin;  Ren, Juhui;  Yuan, Shijin;  Zhang, Rong-Hua;  Chen, Lei;  Gao, Chuan
Adobe PDF(1429Kb)  |  收藏  |  浏览/下载:200/0  |  提交时间:2020/09/21
optimal precursor  ENSO  gradient-definition-based method  conditional nonlinear optimal perturbation  intermediate coupled model  
Vertical Migration of the Along-Slope Counter-Flow and Its Relation with the Kuroshio Intrusion off Northeastern Taiwan 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 22, 页码: 18
作者:  He, Yuanshou;  Hu, Po;  Yin, Yuqi;  Liu, Ze;  Liu, Yahao;  Hou, Yijun;  Zhang, Yuanzhi
Adobe PDF(5523Kb)  |  收藏  |  浏览/下载:284/0  |  提交时间:2020/03/20
ocean modeling  counter-flow  vertical migration  Kuroshio intrusion  marine economy  
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:213/0  |  提交时间:2020/09/21
Coastal sea level change  Sea level variability  Climate variability  Climate modes  
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:311/0  |  提交时间:2020/01/03
Ocean dynamics  Sea surface temperature  Decadal variability  
Salinity effects on the 2014 warm "Blob" in the Northeast Pacific 期刊论文
ACTA OCEANOLOGICA SINICA, 2019, 卷号: 38, 期号: 9, 页码: 24-34
作者:  Zhi, Hai;  Lin, Pengfei;  Zhang, Rong-Hua;  Chai, Fei;  Liu, Hailong
Adobe PDF(2439Kb)  |  收藏  |  浏览/下载:390/0  |  提交时间:2020/01/03
warm "Blob"  mixed layer depth  surface and subsurface salinity anomalies  
Formation of an anticyclonic eddy and the mechanism involved: a case study using cruise data from the northern South China Sea 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2019, 卷号: 37, 期号: 5, 页码: 1481-1494
作者:  Hou Huaqian;  Xie Qiang;  Xue Huijie;  Shu Yeqiang;  Nan Feng;  Yin Yuqi;  Yu Fei
Adobe PDF(1444Kb)  |  收藏  |  浏览/下载:299/0  |  提交时间:2020/01/03
anticyclonic eddy  Kuroshio intrusion  circulation variation  water mass  
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:327/0  |  提交时间:2020/01/03
passenger flow  short-term prediction  long short-term memory network  hybrid optimization algorithm  
Probability distributions of statistical characteristics of mesoscale eddies in the global ocean 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 卷号: 40, 期号: 16, 页码: 6283-6297
作者:  Tang, Bo;  Hou, Yijun;  Yin, Yuqi;  Hu, Po
Adobe PDF(784Kb)  |  收藏  |  浏览/下载:282/0  |  提交时间:2019/07/08
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:321/0  |  提交时间:2019/11/14
Spatio-temporal flow volume  prediction  deep learning  LSTM  ResNet