基本信息
裴韬 男 博导 中国科学院地理科学与资源研究所
电子邮件: peit@lreis.ac.cn
通信地址: 917生活区北京市朝阳区110000
邮政编码: 100101
电子邮件: peit@lreis.ac.cn
通信地址: 917生活区北京市朝阳区110000
邮政编码: 100101
研究领域
空间数据挖掘、地统计。
教育背景
1993-09--1998-07 中国地质大学(武汉) 博士1989-09--1993-07 中国地质大学(武汉) 学士
学历
1993年毕业于中国地质大学(武汉)获学士学位;
1998年毕业于中国地质大学(武汉)获博士学位
1998年毕业于中国地质大学(武汉)获博士学位
出国学习工作
2007年2月-2007年8月,英国帝国理工学院数学系访问学者;
2012年9月-2013年3月,美国麻省理工学院城市规划系,Senseable City访Lab高级访问学者;
2012年9月-2013年3月,美国麻省理工学院城市规划系,Senseable City访Lab高级访问学者;
工作经历
1998年8月-2000年6月,中国科学院地理科学与资源研究所博士后;
2000年7月-至今,中国科学院地理科学与资源研究所副研究员;
2013年12月-至今,中国科学院地理科学与资源研究所研究员;
2000年7月-至今,中国科学院地理科学与资源研究所副研究员;
2013年12月-至今,中国科学院地理科学与资源研究所研究员;
社会兼职
2018-10-01-今,中国地理信息产业协会理论与方法工作委员会, 委员
2015-12-31-今,中国城市科学研究会城市大数据专委会, 副主任委员.
2015-10-01-今,资源与环境信息系统国家重点实验室, 副主任
2014-04-30-今,地理信息科学研究室, 主任
2014-01-01-今,《地球信息科学学报》, 编委
2011-01-01-今,《计算机科学与应用》, 编委
2015-12-31-今,中国城市科学研究会城市大数据专委会, 副主任委员.
2015-10-01-今,资源与环境信息系统国家重点实验室, 副主任
2014-04-30-今,地理信息科学研究室, 主任
2014-01-01-今,《地球信息科学学报》, 编委
2011-01-01-今,《计算机科学与应用》, 编委
教授课程
空间分析的R语言与Matlab编程实践地球信息科学空间数据挖掘GIS空间分析方法空间数据的统计分析
专利与奖励
奖励信息
(1) 中科院朱李月华优秀教师奖, 院级, 2017(2) 国家杰出青年基金, 国家级, 2015(3) 全国青年地理科技奖, , 其他, 2011(4) 中科院王宽诚“卢嘉锡青年人才奖”, , 部委级, 2008(5) 北京市科技新星, 省级, 2007
出版信息
发表论文
[1] 陈洁, 周莹菲, 尹凌, 李烨, 苗芬, 裴韬, 刘康, 任倩茹, 李璇, 张浩, 李子垠, 奚桂锴. 2020年初COVID-19出院患者日常生活时空行为分析. 地理学报[J]. 2023, N/A(4): 16-, http://lib.cqvip.com/Qikan/Article/Detail?id=7109524335.[2] Zhang, Shuying, Liu, Jiaming, Pei, Tao, Chan, ChungShing, Gao, Caixia, Meng, Bin. Perception in cultural heritage tourism: an analysis of tourists to the Beijing-Hangzhou Grand Canal, China. JOURNAL OF TOURISM AND CULTURAL CHANGE[J]. 2023, 21(5): 569-591, http://dx.doi.org/10.1080/14766825.2023.2222693.[3] Fang, Zidong, Shu, Hua, song ci, Chen, Jie, Liu, Xiaohan, Jiang, Jingyu, Jiang, linfeng, Liu, Tianyu, Pei, Tao. Length-squared L-function for identifying clustering pattern of network-constrained flows. International Journal of Digital Earth[J]. 2023, 16(2): 4191-4211, [4] Wang, Xi, Pei, Tao, Song, Ci, Chen, Jie, Liu, Yaxi, Guo, Sihui, Chen, Xiao, Shu, Hua. X-index: A novel flow-based locational measure for quantifying centrality. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION[J]. 2023, 117: 12-, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000921429800001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.[5] Liu, Yaxi, Wang, Xi, Song, Ci, Chen, Jie, Shu, Hua, Wu, Mingbo, Guo, Sihui, Huang, Qiang, Pei, Tao. Quantifying human mobility resilience to the COVID-19 pandemic: A case study of Beijing, China. SUSTAINABLE CITIES AND SOCIETY[J]. 2023, 89: 104314-104314, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000915624200003&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.[6] Yan, Xiaorui, Pei, Tao, Song, Ci, Liu, Xiaohan. Estimating spatiotemporal aggregation scales by revisiting the spatiotemporal L-function. TRANSACTIONS IN GIS[J]. 2023, 27: 592-604, https://www.doi.org/10.1111/tgis.13034.[7] Su, Fenzhen, Fan, Rong, Yan, Fengqin, Meadows, Michael, Lyne, Vincent, Hu, Po, Song, Xiangzhou, Zhang, Tianyu, Liu, Zenghong, Zhou, Chenghu, Pei, Tao, Yang, Xiaomei, Du, Yunyan, Wei, Zexun, Wang, Fan, Qi, Yiquan, Chai, Fei. Widespread global disparities between modelled and observed mid-depth ocean currents. NATURE COMMUNICATIONS[J]. 2023, 14(1): http://dx.doi.org/10.1038/s41467-023-37841-x.[8] Xi Wang, Tao Pei, Ci Song, Jie Chen, Hua Shu, Yaxi Liu, Sihui Guo, Xiao Chen. How does socioeconomic status influence social relations? A perspective from mobile phone data. PHYSICA A: STATISTICAL MECHANICS AND ITS APPLICATIONS. 2023, 615: http://dx.doi.org/10.1016/j.physa.2023.128612.[9] Fang, Ya, Pei, Tao, Song, Ci, Chen, Jie, Wang, Xi, Chen, Xiao, Liu, Yaxi. A kriging interpolation model for geographical flows. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE[J]. 2023, 37(10): 2150-2174, [10] 程昌秀, 裴韬, 刘瑜, 杜云艳, 沈石, 江净超. 新时代自然灾害态势感知的实践与方法探索. 地理学报[J]. 2023, 78(3): 548-557, http://lib.cqvip.com/Qikan/Article/Detail?id=7109332334.[11] Yan, Xiaorui, Pei, Tao, Shu, Hua, Song, Ci, Wu, Mingbo, Fang, Zidong, Chen, Jie. Spatiotemporal Flow L-function: a new method for identifying spatiotemporal clusters in geographical flow data. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE[J]. 2023, 37(7): 1615-1639, http://dx.doi.org/10.1080/13658816.2023.2204345.[12] Xi Wang, Tao Pei, Ci Song, Jie Chen, Hua Shu, Xiao Chen, Mingbo Wu. A new flow-based centrality method for identifying statistically significant centers. SUSTAINABLE CITIES AND SOCIETY[J]. 2023, 99: 104984-, http://dx.doi.org/10.1016/j.scs.2023.104984.[13] Guo, Beiyang, Pei, Tao, Song, Ci, Shu, Hua, Wu, Mingbo, Guo, Sihui, Jiang, Jingyu, Du, Peijun. Trend surface analysis of geographic flows. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE[J]. 2023, 37(1): 118-137, [14] Fang, Zidong, Song, Ci, Shu, Hua, Chen, Jie, Liu, Tianyu, Wang, Xi, Chen, Xiao, Yan, Xiaorui, Pei, Tao. Length L-function for network-constrained point data. TRANSACTIONS IN GIS[J]. 2023, 27: 475-493, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000943767900001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.[15] Ge, Yong, Ma, Ting, Pei, Tao, Weng, Huixian, Li, Xin, Zhang, Xining. Progress of big geodata. SCIENCE BULLETIN[J]. 2022, 67(17): 1739-1742, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=7354440&detailType=1.[16] 赵桐, 李泽峰, 宋柳依, 熊美成, 廖一兰, 裴韬. 基于微博大数据的北京市流动人口情绪与职住分布的关系研究. 地球信息科学学报[J]. 2022, 24(10): 1898-1910, [17] Wu, Yihang, Zhao, Wenhao, Ma, Jin, Liu, Yaxi, Pei, Tao, Liu, Qiyuan, Chen, Haiyan, Qu, Yajing, Tian, Yuxin. Human health risk-based soil environmental criteria (SEC) for park soil in Beijing, China. ENVIRONMENTAL RESEARCH[J]. 2022, 212: http://dx.doi.org/10.1016/j.envres.2022.113384.[18] Jiang, Yixuan, He, Yuan, Wu, Shenpeng, Chen, Renjie, Yang, Ying, Xu, Jihong, Zhang, Ya, Wang, Qiaomei, Shen, Haiping, Zhang, Yiping, Yan, Donghai, Peng, Zuoqi, Dong, Xudong, Zhang, Hongping, Jiang, Lifang, Li, Huichu, Zhu, Yixiang, Liu, Cong, Wang, Weidong, Meng, Xia, Pei, Tao, Song, Ci, Cohen, Aaron, Ma, Xu, Cai, Jing, Kan, Haidong. Improved air quality and reduced burden of preterm birth in China: 2013-2017. SCIENCE BULLETIN[J]. 2022, 67(9): 879-882, https://www.sciengine.com/doi/10.1016/j.scib.2022.01.022.[19] Jiang, Jingyu, Wang, Xi, Liu, Tianyu, Fang, Zidong, Pei, Tao, Song, Ci, Du, Peijun. Topological relationship model for geographical flows. CARTOGRAPHY AND GEOGRAPHIC INFORMATION SCIENCE[J]. 2022, 17-, [20] Yan, Xiaorui, Song, Ci, Pei, Tao, Wang, Xi, Wu, Mingbo, Liu, Tianyu. Revealing spatiotemporal matching patterns between traffic flux and road resources using big geodata - A case study of Beijing. CITIES[J]. 2022, 127: http://dx.doi.org/10.1016/j.cities.2022.103754.[21] Huang, Qiang, Liu, Qiyong, Song, Ci, Liu, Xiaobo, Shu, Hua, Wang, Xi, Liu, Yaxi, Chen, Xiao, Chen, Jie, Pei, Tao. Urban spatial epidemic simulation model: A case study of the second COVID-19 outbreak in Beijing, China. TRANSACTIONS IN GIS[J]. 2022, 26(1): 297-316, http://dx.doi.org/10.1111/tgis.12850.[22] Liu, Xueqi, Zhu, AXing, Yang, Lin, Pei, Tao, Qi, Feng, Liu, Junzhi, Wang, Desheng, Zeng, Canying, Ma, Tianwu. Influence of legacy soil map accuracy on soil map updating with data mining methods. GEODERMA[J]. 2022, 416: http://dx.doi.org/10.1016/j.geoderma.2022.115802.[23] Wang, Xuyang, Pei, Tao, Li, Kaixi, Cen, Yan, Shi, Miao, Zhuo, Xian, Mao, Tianyu. Analysis of changes in population's cross-city travel patterns in the pre- and post-pandemic era: A case study of China. CITIES[J]. 2022, 122: http://dx.doi.org/10.1016/j.cities.2021.103472.[24] Xu, Jun, Liu, Ju, Xu, Yang, Lv, Yunshuo, Pei, Tao, Du, Yunyan, Zhou, Chenghu. Identification of spatial and functional interactions in Beijing based on trajectory data. APPLIED GEOGRAPHY[J]. 2022, 145: [25] Shu, Hua, Pei, Tao, Song, Ci, Chen, Jie, Chen, Xiao, Guo, Sihui, Liu, Yaxi, Wang, Xi, Wang, Xuyang, Zhou, Chenghu. Density-based clustering for bivariate-flow data. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE[J]. 2022, 36(9): 1809-1829, http://dx.doi.org/10.1080/13658816.2022.2073595.[26] Li Xin, Yuan Linwang, Pei Tao, Huang Xin, Liu Guang, Zheng Donghai. Disciplinary structure and development strategy of information geography in China. JOURNAL OF GEOGRAPHICAL SCIENCES[J]. 2022, 32(9): 1670-1682, http://dx.doi.org/10.1007/s11442-022-2017-2.[27] Qian, Jiale, Du, Yunyan, Yi, Jiawei, Liang, Fuyuan, Huang, Sheng, Wang, Xiaoyue, Wang, Nan, Tu, Wenna, Pei, Tao, Ma, Ting. Regional geographical and climatic environments affect urban rainstorm perception sensitivity across China. SUSTAINABLE CITIES AND SOCIETY[J]. 2022, 87: http://dx.doi.org/10.1016/j.scs.2022.104213.[28] 刘瑜, 郭浩, 李海峰, 董卫华, 裴韬. 从地理规律到地理空间人工智能. 测绘学报. 2022, 51(6): 1062-1069, https://d.wanfangdata.com.cn/periodical/chxb202206026.[29] Chen, Xiao, Pei, Tao, Song, Ci, Shu, Hua, Guo, Sihui, Wang, Xi, Liu, Yaxi, Chen, Jie, Zhou, Chenghu. Accessing public transportation service coverage by walking accessibility to public transportation under flow buffering. CITIES[J]. 2022, 125: http://dx.doi.org/10.1016/j.cities.2022.103646.[30] Liu, Xueqi, Zhu, AXing, Yang, Lin, Pei, Tao, Qi, Feng, Liu, Junzhi, Wang, Desheng, Zeng, Canying, Ma, Tianwu. Influence of legacy soil map accuracy on soil map updating with data mining methods. GEODERMA[J]. 2022, 416: http://dx.doi.org/10.1016/j.geoderma.2022.115802.[31] Qian, Jiale, Liu, Zhang, Du, Yunyan, Liang, Fuyuan, Yi, Jiawei, Ma, Ting, Pei, Tao. Quantify city-level dynamic functions across China using social media and POIs data. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS[J]. 2021, 85: http://dx.doi.org/10.1016/j.compenvurbsys.2020.101552.[32] 高楹, 宋辞, 郭思慧, 裴韬. 接驳地铁站的共享单车源汇时空特征及其影响因素. 地球信息科学学报[J]. 2021, 23(1): 155-170, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2021&filename=DQXX202101017&v=MTA4NDhZZWRuRnlybFZMN0FJVHpUZHJHNEhORE1ybzlFWTRSOGVYMUx1eFlTN0RoMVQzcVRyV00xRnJDVVI3dWY=.[33] 杜云艳, 易嘉伟, 薛存金, 千家乐, 裴韬. 多源地理大数据支撑下的地理事件建模与分析. 地理学报[J]. 2021, 76(11): 2853-2866, http://lib.cqvip.com/Qikan/Article/Detail?id=7106202948.[34] 赵安周, 刘宪锋, 裴韬, 王金杰, 张安兵, 宋辞. 京津冀地区不透水表面覆盖率的时空演变及其对植被的影响. 地理研究[J]. 2021, 40(6): 1582-1595, http://lib.cqvip.com/Qikan/Article/Detail?id=7104965298.[35] Zhu, Jin, Cheng, Dayu, Zhang, Weiwei, Song, Ci, Chen, Jie, Pei, Tao. A New Approach to Measuring the Similarity of Indoor Semantic Trajectories. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION[J]. 2021, 10(2): https://doaj.org/article/00c93f61a35f4de394338eaff7f1edbe.[36] 方志祥, 裴韬, 尹凌. “全球新型冠状病毒肺炎(COVID-19)疫情动态的时空建模与可视化决策分析”专辑导言. 地球信息科学学报. 2021, 187-, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFD&dbname=CJFDAUTO&filename=DQXX202102002&v=MjEzMTNZOUZab1I4ZVgxTHV4WVM3RGgxVDNxVHJXTTFGckNVUjd1ZlpPWnBGeW5uVjd6TUlUelRkckc0SE5ETXI=.[37] 李新, 袁林旺, 裴韬, 黄昕, 刘广, 郑东海. 信息地理学学科体系与发展战略要点. 地理学报[J]. 2021, 76(9): 2094-2103, http://lib.cqvip.com/Qikan/Article/Detail?id=7105807951.[38] Xuyang Wang, Tao Pei, Kaixi Li, Yan Cen, Miao Shi, Xian Zhuo, Tianyu Mao. Analysis of changes in population's cross-city travel patterns in the pre- and post-pandemic era: A case study of China. CITIES (LONDON, ENGLAND). 2021, [39] 方志祥, 裴韬, 尹凌. “全球新型冠状病毒肺炎(COVID-19)疫情时空建模与决策分析”第二期专栏导言. 地球信息科学学报[J]. 2021, 23(11): 1893-, http://lib.cqvip.com/Qikan/Article/Detail?id=7106547990.[40] Zhang, Shuying, Liu, Jiaming, Song, Ci, Chan, ChungShing, Pei, Tao, Yu, Wenting, Zhang, Xin. Spatial-temporal distribution characteristics and evolution mechanism of urban parks in Beijing, China. URBAN FORESTRY & URBAN GREENING[J]. 2021, 64: http://dx.doi.org/10.1016/j.ufug.2021.127265.[41] 裴韬, 王席, 宋辞, 刘亚溪, 黄强, 舒华, 陈晓, 郭思慧, 周成虎. COVID-19疫情时空分析与建模研究进展. 地球信息科学学报[J]. 2021, 23(2): 188-210, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2021&filename=DQXX202102003&v=MTYxODNVUjd1ZlllZG5GQ25rVWIvTklUelRkckc0SE5ETXJZOUZaNFI4ZVgxTHV4WVM3RGgxVDNxVHJXTTFGckM=.[42] Wei, Ye, Wang, Jiaoe, Song, Wei, Xiu, Chunliang, Ma, Li, Pei, Tao. Spread of COVID-19 in China: analysis from a city-based epidemic and mobility model. CITIES[J]. 2021, 110: http://dx.doi.org/10.1016/j.cities.2020.103010.[43] 方志祥, 裴韬, 尹凌. “全球新型冠状病毒肺炎(COVID-19)疫情动态的时空建模与可视化决策分析”专辑导言. 地球信息科学学报[J]. 2021, 23(2): 187-, http://lib.cqvip.com/Qikan/Article/Detail?id=7104188983.[44] Jun, Xu, Ju, Liu, Yang, Xu, Tao, Pei. Visualization and analysis of local and distant population flows on the Qinghai-Tibet Plateau using crowd-sourced data. JOURNAL OF GEOGRAPHICAL SCIENCES[J]. 2021, 31(2): 231-244, http://lib.cqvip.com/Qikan/Article/Detail?id=7103982614.[45] 谢聪慧, 吴世新, 张晨, 孙文涛, 何海芳, 裴韬, 罗格平. 基于谱系聚类的全球各国新冠疫情时间序列特征分析. 地球信息科学学报[J]. 2021, 23(2): 236-245, http://lib.cqvip.com/Qikan/Article/Detail?id=7104188987.[46] Liu, Yaxi, Pei, Tao, Song, Ci, Chen, Jie, Chen, Xiao, Huang, Qiang, Wang, Xi, Shu, Hua, Wang, Xuyang, Guo, Sihui, Zhou, Chenghu. How did human dwelling and working intensity change over different stages of COVID-19 in Beijing?. SUSTAINABLE CITIES AND SOCIETY[J]. 2021, 74: http://dx.doi.org/10.1016/j.scs.2021.103206.[47] 崔明洁, 姚霞, 方昊然, 张杨成思, 杨德刚, 裴韬. SARS与COVID-19时空传播差异性及影响因素分析. 地球信息科学学报[J]. 2021, 23(11): 1910-1923, http://lib.cqvip.com/Qikan/Article/Detail?id=7106547992.[48] Guo, Sihui, Pei, Tao, Xie, Shuyun, Song, Ci, Chen, Jie, Liu, Yaxi, Shu, Hua, Wang, Xi, Yin, Ling. Fractal dimension of job-housing flows: A comparison between Beijing and Shenzhen. CITIES[J]. 2021, 112: http://dx.doi.org/10.1016/j.cities.2021.103120.[49] Shu, Hua, Pei, Tao, Song, Ci, Chen, Xiao, Guo, Sihui, Liu, Yaxi, Chen, Jie, Wang, Xi, Zhou, Chenghu. L-function of geographical flows. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE[J]. 2021, 35(4): 689-716, http://dx.doi.org/10.1080/13658816.2020.1749277.[50] Wu, Mingbo, Pei, Tao, Wang, Wenlai, Guo, Sihui, Song, Ci, Chen, Jie, Zhou, Chenghu. Roles of locational factors in the rise and fall of restaurants: A case study of Beijing with POI data. 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Influential Factor Detection for Tourism on the Qinghai-Tibet Plateau Based on Social Media Data. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION[J]. 2021, 10(9): http://dx.doi.org/10.3390/ijgi10090579.[55] 裴韬, 宋辞, 郭思慧, 舒华, 刘亚溪, 杜云艳, 马廷, 周成虎. 地理大数据挖掘——目标、内涵与研究问题. 地理学报:英文版[J]. 2020, 30(2): 251-266, http://lib.cqvip.com/Qikan/Article/Detail?id=7100738676.[56] Ting Ma, Siao Sun, Guangtao Fu, Jim W. Hall, Yong Ni, Lihuan He, Jiawei Yi, Na Zhao, Yunyan Du, Tao Pei, Weiming Cheng, Ci Song, Chuanglin Fang, Chenghu Zhou. Pollution exacerbates China’s water scarcity and its regional inequality. 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发表著作
(1) 集成地震目录数据库及其应用研究, Database of intergrated catalog Chinese earthquakes and its application, 中国水利水电出版社, 2005-09, 第 2 作者(2) 精细土壤资源普查模型与方法, 精细土壤资源普查模型与方法, 科学出版社, 2008-03, 第 3 作者(3) 地理信息系统空间分析原理, Spatial analysis with GIS, 科学出版社, 2011-06, 第 2 作者
科研活动
科研项目
( 1 ) 面向时空轨迹数据异常和关联模式的挖掘模型, 主持, 国家级, 2012-01--2015-12( 2 ) 泛在空间信息关联更新与面向主题空间数据挖掘分析技术研究, 主持, 国家级, 2012-01--2014-12( 3 ) 异构距离测度空间下的时空轨迹数据挖掘, 主持, 国家级, 2011-07--2014-07( 4 ) 中国科学院青年创新促进会项目, 主持, 部委级, 2012-01--2015-12( 5 ) 基于海量手机数据的群体活动与城市空间结构适应度分析及选址优化, 主持, 国家级, 2013-01--2017-12( 6 ) 时空数据挖掘, 主持, 国家级, 2016-01--2020-12( 7 ) 时空数据分析, 主持, 国家级, 2015-01--2020-12( 8 ) 地理大数据挖掘与时空模式发现, 主持, 国家级, 2017-07--2021-06( 9 ) 地理大数据多元流协同计算, 主持, 国家级, 2017-07--2021-06
参与会议
(1)地理大数据挖掘与时空模式发现 2018中国地理信息科学理论与方法术年会 2018-11-02(2)地理大数据挖掘中的几个基本问题 2018年中国地理学大会 2018-08-29
指导学生
已指导学生
罗明 硕士研究生 070503-地图学与地理信息系统
龚玺 硕士研究生 070503-地图学与地理信息系统
高建寰 硕士研究生 070503-地图学与地理信息系统
王维一 硕士研究生 070503-地图学与地理信息系统
李婷 硕士研究生 070503-地图学与地理信息系统
尹展 硕士研究生 095112-农业信息化
现指导学生
舒华 博士研究生 070503-地图学与地理信息系统
郭思慧 博士研究生 070503-地图学与地理信息系统
刘亚溪 博士研究生 070503-地图学与地理信息系统
王文来 硕士研究生 070503-地图学与地理信息系统
王席 博士研究生 070503-地图学与地理信息系统
吴明柏 博士研究生 070503-地图学与地理信息系统