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Cluster-based bagging of constrained mixed-effects models for high spatiotemporal resolution nitrogen oxides prediction over large regions 期刊论文
ENVIRONMENT INTERNATIONAL, 2019, 卷号: 128, 页码: 310-323
Authors:  Li, Lianfa;  Girguis, Mariam;  Lurmann, Frederick;  Wu, Jun;  Urman, Robert;  Rappaport, Edward;  Ritz, Beate;  Franklin, Meredith;  Breton, Carrie;  Gilliland, Frank;  Habre, Rima
Favorite  |  View/Download:2/0  |  Submit date:2019/09/24
Air pollution  Nitrogen oxides  Spatiotemporal variability  Generalization  Machine learning  Cluster methods  
Spatial Differentiation and Integration Optimization of an Urban Agglomeration Tourism System under the Influence of High-Speed Railway Network Evolution 期刊论文
APPLIED SPATIAL ANALYSIS AND POLICY, 2019, 卷号: 12, 期号: 2, 页码: 349-376
Authors:  Huang, Tai;  Xi, Jian-Chao;  Ge, Quan-Sheng
Favorite  |  View/Download:4/0  |  Submit date:2019/09/24
Spatial differentiation  Integration optimization  Tourism gravity system  High-speed railway network  Urban agglomeration  
Balancing prediction accuracy and generalization ability: A hybrid framework for modelling the annual dynamics of satellite-derived land surface temperatures 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 卷号: 151, 页码: 189-206
Authors:  Liu, Zihan;  Zhan, Wenfeng;  Lai, Jiameng;  Hong, Falu;  Quan, Jinling;  Bechtel, Benjamin;  Huang, Fan;  Zou, Zhaoxu
Favorite  |  View/Download:1/0  |  Submit date:2019/09/24
Land surface temperature  Annual temperature cycle  LST dynamics  Prediction accuracy  Generalization ability  
An integrated GIS platform architecture for spatiotemporal big data 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 卷号: 94, 页码: 160-172
Authors:  Wang, Shaohua;  Zhong, Yang;  Wang, Erqi
Favorite  |  View/Download:14/0  |  Submit date:2019/05/22
Spatiotemporal big data  Distributed computing framework  Cloud-terminal integration GIS  SuperMap GIS  
Simulating runoff generation and its spatial correlation with environmental factors in Sancha River Basin: The southern source of the Wujiang River 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2019, 卷号: 29, 期号: 3, 页码: 432-448
Authors:  Hou Wenjuan;  Gao Jiangbo
Favorite  |  View/Download:12/0  |  Submit date:2019/05/22
runoff generation  SWAT  spatial variation  impact factors  karst ecosystem  
Detecting arbitrarily shaped clusters in origin-destination flows using ant colony optimization 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 33, 期号: 1, 页码: 134-154
Authors:  Song, Ci;  Pei, Tao;  Ma, Ting;  Du, Yunyan;  Shu, Hua;  Guo, Sihui;  Fan, Zide
Favorite  |  View/Download:9/0  |  Submit date:2019/05/23
Origin-destination flow  spatial local statistics  spatial scan statistics  ant colony optimization  
Quantitative measurement and development evaluation of logistics clusters in China 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2018, 卷号: 28, 期号: 12, 页码: 1825-1844
Authors:  Liu Sijing;  Li Guoqi;  Jin Fengjun
Favorite  |  View/Download:8/0  |  Submit date:2019/05/23
logistics cluster  agglomeration  spatial pattern  comprehensive integration  multi-scale  
An efficient parallel algorithm for the coupling of global climate models and regional climate models on a large-scale multi-core cluster 期刊论文
JOURNAL OF SUPERCOMPUTING, 2018, 卷号: 74, 期号: 8, 页码: 3999-4018
Authors:  Wang, Yuzhu;  Jiang, Jinrong;  Zhang, Junqiang;  He, Juanxiong;  Zhang, He;  Chi, Xuebin;  Yue, Tianxiang
Favorite  |  View/Download:4/0  |  Submit date:2019/05/23
High-performance computing  Parallel algorithm  Scalability  Coupler  Earth system model  
Spatio-temporal evolution of population and urbanization in the countries along the Belt and Road 1950-2050 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2018, 卷号: 28, 期号: 7, 页码: 919-936
Authors:  Liu Haimeng;  Fang Chuanglin;  Miao Yi;  Ma Haitao;  Zhang Qiang;  Zhou Qiang
Favorite  |  View/Download:11/0  |  Submit date:2019/05/23
Belt and Road  population  urbanization  population migration  spatio-temporal evolution  China  
Source data supported high resolution carbon emissions inventory for urban areas of the Beijing-Tianjin-Hebei region: Spatial patterns, decomposition and policy implications 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2018, 卷号: 206, 页码: 786-799
Authors:  Cai, Bofeng;  Li, Wanxin;  Dhakal, Shobhakar;  Wang, Jianghao
Favorite  |  View/Download:3/0  |  Submit date:2019/05/30
CO2 emissions inventory  Spatial analysis  CO2 decomposition  Urban carbon management  Beijing-Tianjin-Hebei region (Jing-Jin-Ji region)