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Big geodata mining: Objective, connotations and research issues 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2020, 卷号: 30, 期号: 2, 页码: 251-266
Authors:  Pei, Tao;  Song, Ci;  Guo, Sihui;  Shu, Hua;  Liu, Yaxi;  Du, Yunyan;  Ma, Ting;  Zhou, Chenghu
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big earth observation data  big human behavior data  geographical spatiotemporal pattern  spatio-temporal heterogeneity  knowledge discovery  
Pollution exacerbates China's water scarcity and its regional inequality 期刊论文
NATURE COMMUNICATIONS, 2020, 卷号: 11, 期号: 1, 页码: 9
Authors:  Ma, Ting;  Sun, Siao;  Fu, Guangtao;  Hall, Jim W.;  Ni, Yong;  He, Lihuan;  Yi, Jiawei;  Zhao, Na;  Du, Yunyan;  Pei, Tao;  Cheng, Weiming;  Song, Ci;  Fang, Chuanglin;  Zhou, Chenghu
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新冠肺炎疫情大数据分析与区域防控政策建议 期刊论文
中国科学院院刊, 2020, 卷号: 35, 期号: 2, 页码: 200
Authors:  周成虎;  裴韬;  杜云艳;  陈洁;  许珺;  王姣娥;  张国义;  苏奋振;  宋辞;  易嘉伟;  马廷;  葛咏;  张岸;  姜莉莉
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China's improving inland surface water quality since 2003 期刊论文
SCIENCE ADVANCES, 2020, 卷号: 6, 期号: 1, 页码: 10
Authors:  Ma, Ting;  Zhao, Na;  Ni, Yong;  Yi, Jiawei;  Wilson, John P.;  He, Lihuan;  Du, Yunyan;  Pei, Tao;  Zhou, Chenghu;  Song, Ci;  Cheng, Weiming
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Population Distributions of Age Groups and Their Influencing Factors Based on Mobile Phone Location Data: A Case Study of Beijing, China 期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 24, 页码: 19
Authors:  Wang, Wenlai;  Pei, Tao;  Chen, Jie;  Song, Ci;  Wang, Xi;  Shu, Hua;  Ma, Ting;  Du, Yunyan
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population distribution  age groups  influencing factors  mobile phone location data  
Accessibility to urban parks for elderly residents: Perspectives from mobile phone data 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 卷号: 191, 页码: 10
Authors:  Guo, Sihui;  Song, Ci;  Pei, Tao;  Liu, Yaxi;  Ma, Ting;  Du, Yunyan;  Chen, Jie;  Fan, Zide;  Tang, Xianli;  Peng, Yong;  Wang, Yanbin
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Environmental justice  Accessibility  Older people  Urban park  Mobile phone data  
Estimating the effect of urbanization on extreme climate events in the Beijing-Tianjin-Hebei region, China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 688, 页码: 1005-1015
Authors:  Zhao, Na;  Jiao, Yimeng;  Ma, Ting;  Zhao, Miaomiao;  Fan, Zemeng;  Yin, Xiaozhe;  Liu, Yu;  Yue, Tianxiang
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Urbanization contribution  Extreme climate events  K-means algorithm  Mann-Kendall test  China  
Anomalies of dwellers' collective geotagged behaviors in response to rainstorms: a case study of eight cities in China using smartphone location data 期刊论文
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2019, 卷号: 19, 期号: 10, 页码: 2169-2182
Authors:  Yi, Jiawei;  Du, Yunyan;  Liang, Fuyuan;  Pei, Tao;  Ma, Ting;  Zhou, Chenghu
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Sensing multiple semantics of urban space from crowdsourcing positioning data 期刊论文
CITIES, 2019, 卷号: 93, 页码: 31-42
Authors:  Cai, Ling;  Xu, Jun;  Liu, Ju;  Ma, Ting;  Pei, Tao;  Zhou, Chenghu
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Spatial function  Urban dynamics  Spatial-temporal pattern  Tencent location big data  Tensor factorization  
Quantitative Association between Nighttime Lights and Geo-Tagged Human Activity Dynamics during Typhoon Mangkhut 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 18, 页码: 21
Authors:  Liu, Zhang;  Du, Yunyan;  Yi, Jiawei;  Liang, Fuyuan;  Ma, Ting;  Pei, Tao
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NPP-VIIRS DNB  social media  natural disaster  typhoon  damage assessment