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Estimating Ecosystem Respiration in the Grasslands of Northern China Using Machine Learning: Model Evaluation and Comparison 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 5, 页码: 17
Authors:  Zhu, Xiaobo;  He, Honglin;  Ma, Mingguo;  Ren, Xiaoli;  Zhang, Li;  Zhang, Fawei;  Li, Yingnian;  Shi, Peili;  Chen, Shiping;  Wang, Yanfen;  Xin, Xiaoping;  Ma, Yaoming;  Zhang, Yu;  Du, Mingyuan;  Ge, Rong;  Zeng, Na;  Li, Pan;  Niu, Zhongen;  Zhang, Liyun;  Lv, Yan;  Song, Zengjing;  Gu, Qing
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ecosystem respiration  machine learning  deep learning  grasslands  northern China  
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  
Education, Altitude, and Humidity Can Interactively Explain Spatial Discrepancy and Predict Short Stature in 213,795 Chinese School Children 期刊论文
FRONTIERS IN PEDIATRICS, 2019, 卷号: 7, 页码: 10
Authors:  Ma, Jia;  Zhang, Zhixin;  Niu, Wenquan;  Chen, Jie;  Guo, Sihui;  Liu, Shufang;  Dong, Yanhui;  Yang, Zhaogeng;  Wang, Wenlai;  Song, Ci;  Ma, Jun;  Pei, Tao
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short stature  prevalence  risk factor  spatial discrepancy  prediction  
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