研究員
裴韜
文章來源： | 發(fā)布時間：2016-09-09 | 【打印】 【關閉】
????裴韜，中國科學院地理科學與資源研究所，地理信息科學與技術全國重點實驗室 研究員，博士生導師，城市大數(shù)據專業(yè)委員會副主任委員，中國GIS理論與方法學術委員會委員，國家杰出青年基金獲得者(2015)。已在國內外發(fā)表論文260余篇，其中SCI論文200余篇，合作出版專著6部。擔任《Transactions in GIS》、《Information Geography》、《地球信息科學》等雜志編委。國家重點研發(fā)專項項目“地理大數(shù)據挖掘與模式發(fā)現(xiàn)”首席科學家，入選國家級“百千萬人才工程”，獲第十一屆全國青年地理科技獎，中國科學院王寬誠獎勵基金盧嘉錫青年人才獎，北京市科技新星，中國科學院青年創(chuàng)新促進會優(yōu)秀會員，李佩優(yōu)秀教師獎，朱李月華優(yōu)秀教師獎。獲評2004年、2006年、2010年和2019年中國科學院大學優(yōu)秀研究生課程。以第一完成人獲測繪科學技術特等獎、一等獎以及北京市科技進步二等獎。
研究領域與研究方向：
地理大數(shù)據挖掘、空間統(tǒng)計的理論方法及其智慧城市、公共衛(wèi)生等方面的應用研究
教育背景：（倒序排列）
1989年9月－1993年7月就讀于中國地質大學（武漢），獲學士學位；
1993年9月－1998年7月就讀于中國地質大學（武漢），獲博士學位；
工作經歷：（倒序排列）
2013年12月-至今，中國科學院地理科學與資源研究所研究員；
2012年9月－2013年3月，美國麻省理工學院城市規(guī)劃系Senseable City Lab高級訪問學者；
2000年7月－2013年11月，中國科學院地理科學與資源研究所副研究員；
2007年2月－2007年8月，英國帝國理工學院數(shù)學系訪問學者；
1998年8月－2000年6月，中國科學院地理科學與資源研究所博士后；
科研業(yè)績：
????圍繞地理空間分析基礎理論，分別就時空點模式和地理流模式開展研究取得以下進展。（1）建立了復雜時空點集的模式分解理論，可將任意復雜的時空點集分解為不同強度的均勻點過程，從根本上解決了時空點集分解與模式提取的理論難題。該理論對于時空點集數(shù)據的作用可與傅立葉變換對于初等函數(shù)的貢獻進行類比，因此該理論又可稱為“點集數(shù)據的傅立葉變換理論”。（2）構建了地理流的空間分析理論，從計算幾何的角度，提出了流空間的基本結構，將地理流的主要分析操作規(guī)范為流空間中的基本算子，實現(xiàn)了地理流拓撲分析、時空相關性、時空異質性、時空模式、時空估計、空間自相似、空間交互、多元協(xié)同等系列計算方法，建立了流空間結構-流模式分析-流空間估計-流模擬預測的理論和方法體系，成為人群活動、實體流動、空間交互等研究的新視角，并為空間規(guī)劃、公共衛(wèi)生、態(tài)勢模擬等應用提供了新的工具。地理流的研究已成為地理信息科學新的分支與熱點，并可視為地理信息科學中的“復分析”。
科研項目:
(1) 國家自然科學基金委員會，重點項目（課題號：42330107），地理流空間的理論基礎與分析模型 , 2024-01-01至2028-12-31，在研，主持
(2) 科技部，國家重點研發(fā)項目，地理大數(shù)據挖掘與時空模式發(fā)現(xiàn)（課題號：2017YFB0503600），2017-01-01至 2020-12-31，結題，主持
(3) 國家自然科學基金委員會, 專項項目（課題號：42041001）, 基于時空大數(shù)據的重大疫情空間溯源與傳染鏈重構研究，2020-04-01至2020-12-31，結題，主持
(4) 國家杰出青年科學基金，時空數(shù)據挖掘（課題號：41525004），2016-01-01至2020年-12-31，課題負責人；
(5) 國家自然科學基金項目，面向時空軌跡數(shù)據異常和關聯(lián)模式的挖掘模型（課題號：41171345），2012-01-01至2015-12-31，課題負責人；
(6) 863課題，泛在空間信息關聯(lián)更新與面向主題空間數(shù)據挖掘分析技術研究（課題號：2012AA12A403），2012-01-01至2015-12-31，課題負責人；
(7) 973課題，空間數(shù)據認知模式與海量空間數(shù)據庫知識發(fā)現(xiàn)（課題號：2006CB701305），2006-01-01至2010-12-31，課題負責人
代表性論著：
2024
1. 裴韜等. 2024. 地理流空間分析，科學出版社.
2. Huang Z W, Luo M*, Lin L J*, Liu X P, Li S Y, Meng L N, Ge E J, Zhang W, Wang X Y, Wu S J, Pei T*. 2024. Uneven rainfall effects on small-scale economic growth: Evidence from Chinese counties. The Innovation Geoscience, 2(3): 100090. (共同通訊)
3. Pei T*, Yan X R, Shu H, Wang X, Chen X, Guo S H, Jiang J Y, Song C, Chen J. 2024. Geographical flows: a fresh perspective on quantifying urban function. Urban Informatics. 3(14): 1-9.
4. Zhu X Y, Ma X L*, Zhang Z Y, Liu Y X, Luo Y P, Yan K, Huete A, Pei T*. 2024. Floating in the air: forecasting allergenic pollen concentration for managing urban public health. International Journal of Digital Earth, 17(1): 1-22. (共同通訊)
5. Luo M*, Wu S J, Lau G N, Pei T*, Liu Z, Wang X Y, Ning G C, Chan T O, Yang Y G, Zhang W*. 2024. Anthropogenic forcing has increased the risk of longer-traveling and slower-moving large contiguous heatwaves. Science Advances, 10: 1598. (共同通訊)
6. Jiang L F, Jiang J Y, Liu X H, Fang Z D, Liu T Y, Wang X, Gao M, Shu H, Pei T*. 2024. Visualizing road connectivity under traffic influence: a CiteSpace-based method. Cartography and Geographic Information Science, 1-16.
7. Yan X R, Fu Z T, Pei T*, Song C, Fang Z D, Liu X H, Gao M, Chen X, Chen J. 2024. Enhanced scan statistic with tightened window for detecting irregularly shaped hotspots. International Journal of Geographical Information Science, 39(1): 207-230.
8. Yan X R, Song C, Pei T*, Ge E J, Liu L, Wang X, Jiang L F. 2024. Spatiotemporal infection dynamics: Linking individual movement patterns to infection status. Cities, 150: 104932.
9. Liu T Y, Pei T*, Fang Z D, Wu M B, Liu X H, Yan X R, Song C, Jiang J Y, Jiang L F, Chen J. 2024. Spatiotemporal mobility network of global scientists, 1970–2020. International Journal of Geographical Information Science, 38(10): 1991–2018.
10. Chen X, Pei T*, Song C, Shu H, Guo S H, Wang X, Liu Y X, Chen J. 2024. Coupling human mobility and social relationshipsto predict individual socioeconomic status: A graph neural network approach. Transactions in GIS, 28(5): 1412-1438.
11. Fang Z D, Pei T*, Song C, Yan X R, Liu L, Guo S H, Liu Y X, Peng Y, Ge D S, Chen J. 2024. Revealing the heterogeneity of periodic visiting patterns across different ages and spaces using a flexible detection method: A case study of Beijing. Applied Geography, 168: 103315.
12. Liu X H, Pei T, Wang X, Liu T Y, Fang Z D, Jiang L F, Jiang J Y, Yan X R, Wu M B, Peng Y, Ge D S, Gao X*, Song C, Chen J. 2024. Travel flow patterns of diverse population groups and influencing built environment factors: A case study of Beijing. Cities, 151: 105096.?
2023
13. Zhang S Y, Liu J M*, Pei T*, Chan C S, Gao C X, Meng B. 2023. Tourism Value Assessment of Linear Cultural Heritage: The Case of the Beijing-Hangzhou Grand Canal in China. Current Issues in Tourism, 26(1): 47-69. (共同通訊)
14. Guo B Y, Pei T, Song C, Shu H, Wu M B, Guo S H, Jiang J Y, Du P J. 2023. Trend surface analysis of geographic flows. International Journal of Geographical Information Science, 37(1), 118–137.
15. He D, Chen Z X, Pei T*, Zhou J. 2023. Analysis of structural evolution and its influencing factors of the high-speedrailway network in China's three urban agglomerations. Cities, 132: 104063.
16. Zhang H, Luo M*, Pei T*, Liu X P, Wang L, Zhang W, Lin L J , Ge E J, Liu Z, Liao W L. 2023. Unequal urban heat burdens impede climate justice and equity goals. Innovation, 4(5): 100488.
17. Wang X, Pei T*, Song C, Chen J, Shu H, Chen X, Wu M B. 2023. A new flow-based centrality method for identifying statistically significant centers. Sustainable Cities and Society, 99: 104984.
18. Fang Z D, Shu H, Song C, Chen J, Liu X H, Jiang J Y, Jiang L F, Liu T Y, Pei T*. 2023. Length-squared L-function for identifying clustering pattern of network-constrained flows. International Journal of Digital Earth, 16(2): 4191-4211.
19. Fang Z D, Song C, Shu H, Chen J, Liu T Y, Wang X, Chen X, Yan X R, Pei T*. 2023. Length L-function for network-constrained point data. Transactions in GIS, 27(2): 476-493.
20. Wang X, Pei T*, Song C, Chen J, Shu H, Liu Y X, Guo S H, Chen X. 2023. How does socioeconomic status influence social relations? A perspective from mobile phone data. Physica A: Statistical Mechanics and its Applications, 615:128612.
21. Yan X R, Pei T*, Shu H, Song C, Wu M B, Fang Z D, Chen J. 2023. Spatiotemporal Flow L-function: a new method for identifying spatiotemporal clusters in geographical flow data. International Journal of Geographical Information Science, 37(7): 1615-1639.
22. Yan X R, Pei T*, Song C, Liu X H. Estimating spatiotemporal aggregation scales by revisiting the spatiotemporal L-function, Transactions in GIS, 27(2): 592-604.
23. Wang X, Pei T*, Song C, Chen J, Liu Y X, Guo S H, Chen X, Shu H. 2023. X-index: A novel flow-based locational measure for quantifying centrality. International Journal of Applied Earth Observation and Geoinformation, 117: 103187.
24. Fang Y, Pei T, Song C*, Chen J, Wang X, Chen X, Liu Y X. 2023. A kriging interpolation model for geographical flows. International Journal of Geographical Information Science, 37(10): 2150-2174.?
25. Su F Z*, Fan R, Yan F Q, Meadows M, Lyne V, Hu P, Song X Z, Zhang T Y, Liu Z H, Zhou C H, Pei T, Yang X M, Du Y Y, Wei Z X, Wang F, Qi Y Q, Chai F. 2023. Widespread global disparities between modelled and observed mid-depth ocean currents. Nature Communications, 14: 2089.?
2022
26. Guo S H, Pei T*, Wang X, Song C, Chen X, Chen J, Shu H, Liu Y X, Wu M B. 2022. Equity of subway accessibility: A perspective from work commute trips. Transportation Research Part D: Transport and Environment, 113: 103515.
27. Zhu J*, Xu Y, Yu G J, Gao J, Liu Y, Cheng D Y, Song C, Chen J, Pei T*. 2022. A LASSO-Based Prediction Model for Child Influenza Epidemics: A Case Study of Shanghai, China. Mathematical Problems in Engineering, 2022: 1775630. (共同通訊)
28. Song C, Pei T*, Wang X, Liu Y X, Ma J, Zhou D J. 2022. Dynamic characteristics of the COVID-19 epidemic in China’s major cities. Annals of GIS, 28(4): 445-456.
29. Jiang J Y, Wang X, Liu T Y, Fang Z D, Pei T*, Song C, Du P J. 2022. Topological relationship model for geographical flows. Cartography and Geographic Information Science, 49(6): 528-544.
30. Chen X, Pei T*, Song C, Shu H, Guo S H, Wang X, Liu Y X, Chen J, Zhou C H. 2022. Accessing public transportation service coverage by walking accessibility to public transportation under flow buffering. Cities, 125: 103646.
31. Shu H, Pei T*, Song C, Chen J, Chen X, Guo S H, Liu Y X, Wang X, Wang X Y, Zhou C H. 2022. Density-based clustering for bivariate-flow data. International Journal of Geographical Information Science, 36(9): 1809-1829.
32. Yan X R, Song C, Pei T*, Wang X, Wu M B, Liu T Y, Shu H, Chen J. 2022. Revealing spatiotemporal matching patterns between traffic flux and road resources using big geodata - A case study of Beijing. Cities, 127: 103754.
33. 趙桐, 李澤峰, 宋柳依, 熊美成, 廖一蘭, 裴韜*. 2022. 基于微博大數(shù)據的北京市流動人口情緒與職住分布的關系研究. 地球信息科學學報, 24(10): 1898-1910.
34. Wang X Y, Pei T*, Li K X, Cen Y, Shi M, Zhuo X, Mao T Y. 2022. Analysis of changes in population's cross-city travel patterns in the pre- and post-pandemic era: A case study of China. Cities, 122: 103472.
35. Huang Q, Liu Q Y, Song C, Liu X B, Shu H, Wang X, Liu Y X, Chen X, Chen J, Pei T*. 2022. Urban spatial epidemic simulation model: A case study of the second COVID-19 outbreak in Beijing, China. Transactions in GIS, 26(1): 297-316.
36. Qian J L, Du Y Y*, Yi J W, Liang F Y, Huang S, Wang X Y, Wang N, Tu W N, Pei T, Ma T. 2022. Regional geographical and climatic environments affect urban rainstorm perception sensitivity across China. Sustainable Cities and Society, 87: 104213.?
37. Xu J*, Liu J, Xu Y, Lyu Y S, Pei T, Du Y Y, Zhou C H. 2022. Identification of spatial and functional interactions in Beijing based on trajectory data. Applied Geography, 145: 102744.?
38. Ge Y*, Ma T, Pei T, Weng H X, Li X, Zhang X N. 2022. Progress of big geodata. Science Bulletin, 67: 1739-1742.?
2021
39. Cheng D Y, Yue G, Pei T*, Wu M B. 2021. Clustering Indoor Positioning Data Using E-DBSCAN. ISPRS International Journal of Geo-Information, 10(10): 669.?
40. Liu Y X, Pei T*, Song C, Chen J, Chen X, Huang Q, Wang X*, Shu H, Guo S H, Zhou C H. 2021. How did human dwelling and working intensity change over different stages of COVID-19 in Beijing? Sustainable Cities and Society, 74: 103206. (共同通訊)
41. 裴韜*, 黃強, 王席, 陳曉, 劉亞溪, 宋辭, 陳潔, 周成虎. 2021. 地理大數(shù)據聚合的內涵、分類與框架. 遙感學報, 25(11): 2153-2162.
42. Pei T, Xu J, Liu Y, Huang X, Zhang L Q, Qin C Z, Song C, Gong J Y*, Zhou C H*. 2021. GIScience and remote sensing in natural resource and environmental research: Status quo and future perspectives. Geography and Sustainability, 2(3): 207-215. (共同一作)
43. 崔明潔, 姚霞, 方昊然, 張楊成思, 楊德剛, 裴韜*. 2021. SARS與COVID-19時空傳播差異性及影響因素分析. 地球信息科學學報, 23(11): 1910-1923.?
44. He D, Chen Z X, Pei T*, Zhou J. 2021. The Regional and Local Scale Evolution of the Spatial Structure of High-Speed Railway Networks-A Case Study Focused on Beijing-Tianjin-Hebei Urban Agglomeration. ISPRS International Journal of Geo-Information, 10(8): 543.?
45. Zhu J, Cheng D Y, Zhang W W, Song C, Chen J, Pei T*. 2021. A New Approach to Measuring the Similarity of Indoor Semantic Trajectories. ISPRS International Journal of Geo-Information, 10(2): 90.
46. Zhao A Z, Liu X F, Pei T*, Wang J J, Zhang A B, Song C. 2021. 京津冀地區(qū)不透水表面覆蓋率的時空演變及其對植被的影響, 地理研究, 40(6): 1582-1595.
47. 高楹, 宋辭, 郭思慧, 裴韜*. 2021. 接駁地鐵站的共享單車源匯時空特征及其影響因素. 地球信息科學學報, 23(1): 155-170.
48. Guo S H, Pei T*, Xie S Y, Song C, Chen J, Liu Y X, Shu H, Wang X, Yin L. 2021. Fractal dimension of job-housing flows: A comparison between Beijing and Shenzhen. Cities, 112: 103120.
49. Wang X, Chen J, Pei T*, Song C, Liu Y X, Shu H, Guo S H, Chen X. 2021. I-index for quantifying an urban location's irreplaceability. Computers, Environment and Urban Systems, 90: 101711.
50. Wu M B, Pei T*, Wang W L, Guo S H, Song C, Chen J, Zhou C H. 2021. Roles of locational factors in the rise and fall of restaurants: A case study of Beijing with POI data. Cities, 113: 103185.
51. 裴韜*, 王席, 宋辭, 劉亞溪, 黃強, 舒華, 陳曉, 郭思慧, 周成虎. 2021. COVID-19疫情時空分析與建模研究進展. 地球信息科學學報, 23(2): 188-210.
52. 劉亞溪, 宋辭, 劉起勇, 張知新, 王席, 馬佳, 陳曉, 裴韜*. 2021. 重慶市新型冠狀病毒肺炎流行時空特征及其與人群活動性的關系. 地球信息科學學報, 23(2): 222-235.
53. 杜云艷*, 易嘉偉, 薛存金, 千家樂, 裴韜. 2021. 多源地理大數(shù)據支撐下的地理事件建模與分析. 地理學報, 76(11): 2853-2866.?
54. 李新*, 袁林旺, 裴韜, 黃昕, 劉廣, 鄭東海. 2021. 信息地理學學科體系與發(fā)展戰(zhàn)略要點. 地理學報, 76(9): 2094-2103.?
55. Wang J, Meng B*, Pei T, Du Y Y, Zhang J Q, Chen S Y, Tian B, Zhi G Q. 2021. Mapping the exposure and sensitivity to heat wave events in China's megacities. Science of the Total Environment, 755(1): 142734.?
56. Xu J*, Liu J, Xu Y, Pei T. 2021. Visualization and analysis of local and distant population flows on the Qinghai-Tibet Plateau using crowd-sourced data. Journal of Geographical Sciences, 31:231-244.?
57. Wei Y, Wang J E*, Song W, Xiu C L, Ma L, Pei T. 2021. Spread of COVID-19 in China: analysis from a city-based epidemic and mobility model. Cities, 110: 103010.?
58. Qian J L, Liu Z, Du Y Y*, Liang F Y, Yi J W, Ma T, Pei T. 2021. Quantify city-level dynamic functions across China using social media and POIs data. Computers, Environment and Urban Systems, 85: 101552.?
2020
59. Xi W, Pei T*, Liu Q, Song C, Liu Y, Chen X, Ma J, Zhang Z. 2020. Quantifying the Time-Lag Effects of Human Mobility on the COVID-19 Transmission: A Multi-City Study in China. IEEE Access, 8: 210178-210190.
60. 趙安周, 裴韜*, 曹森, 張安兵, 范倩倩, 王金杰. 2020. 京津冀城市擴張對植被和地表城市熱島的影響. 中國環(huán)境科學, 40(4): 1825-1833.?
61. Zhao A*, Yu Q, Feng L, Zhang A, Pei T. 2020. Evaluating the cumulative and time-lag effects of drought on grassland vegetation: A case study in the Chinese Loess Plateau. Journal of Environmental Management, 261: 110214.?
62. 陳曉, 黃宇金, 李佳慧, 汪詩洋, 裴韜*. 2020. COVID-19疫情時空聚集性特征及影響因素分析——以重慶市為例. 地理科學進展, 39(11): 1798-1808.
63. Zhang L, Pei T*, Wang X, Wu M, Song C, Guo S, Chen Y. 2020. Quantifying the Urban Visual Perception of Chinese Traditional-Style Building with Street View Images. Applied Sciences, 10(17): 5963.
64. Zhang L, Pei T*, Meng B, Lian Y, Jin Z. 2020. Two-Phase Multivariate Time Series Clustering to Classify Urban Rail Transit Stations. IEEE Access, 8: 167998-168007.
65. Pei T*, Liu Y, Shu H, Ou Y, Wang M, Xu L. 2020. What Influences Customer Flows in Shopping Malls: Perspective from Indoor Positioning Data. ISPRS International Journal of Geo-Information, 9(11): 629.?
66. Shu H, Pei T*, Song C, Chen X, Guo S, Liu Y, Chen J, Wang X, Zhou C. 2021. L-function of geographical flows. International Journal of Geographical Information Science, 35(4): 689-716.
67. Chen J, Pei T*, Li M, Song C, Ma T, Lu F, Shaw S L. 2020. An enhanced model for evacuation vulnerability assessment in urban areas. Computers, Environment and Urban Systems, 84: 101540.?
68. Pei T*, Song C, Guo S, Shu H, Liu Y, Du Y, Ma T, Zhou C. 2020. Big geodata mining: Objective, connotations and research issues. Journal of Geographical Sciences, 30(2): 251-266.?
69. 裴韜*, 舒華, 郭思慧, 宋辭, 陳潔, 劉亞溪, 王席. 2020. 地理流的空間模式：概念與分類. 地球信息科學學報, 22(1): 30-40.?
70. Song C, Pei T*, Shu H. 2020. Identifying Flow Clusters Based on Density Domain Decomposition. IEEE Access, 8: 5236-5243.?
71. Liu Y X, Cheng D Y, Pei T*, Shu H, Ge X H, Ma T, Du Y Y, Ou Y, Wang M, Xu L M. 2020. Inferring gender and age of customers in shopping malls via indoor positioning data. Environment and Planning B: Urban Analytics and City Science, 47(9): 1672-1689.
72. Ma T*, Zhao N, Ni Y, Yi J, Wilson J P, He L, Du Y, Pei T, Zhou C*, Song C, Cheng W. 2020. China’s improving inland surface water quality since 2003. Science Advances, 6(1): eaau3798.?
73. Zhao A*, Zhang A, Cao S, Feng L, Pei T. 2020. Spatiotemporal patterns of water use efficiency in China and responses to multi-scale drought. Theoretical and Applied Climatology, 140(1): 559-570.?
74. He Z, Deng M*, Xie Z, Wu L, Chen Z, Pei T. 2020. Discovering the joint influence of urban facilities on crime occurrence using spatial co-location pattern mining. Cities, 99: 102612.?
75. Zhou C*, Su F*, Pei T, Zhang A, Du Y, Luo B, Cao Z, Wang J, Yuan W, Zhu Y, Song C, Chen J, Xu J, Li F, Ma T, Jiang L, Yan F, Yi J, Hu Y, Liao Y, Xiao H. 2020. COVID-19: Challenges to GIS with Big Data. Geography and Sustainability, 1(1): 77-87.?
76. Ma T*, Sun S, Fu G, Hall J W, Ni Y, He L, Yi J, Zhao N, Du Y, Pei T, Cheng W, Song C, Fang C, Zhou C. 2020. Pollution exacerbates China's water scarcity and its regional inequality. Nature Communications, 11(1): 650.?
77. 周成虎*, 裴韜, 杜云艷, 陳潔, 許珺, 王姣娥, 張國義, 蘇奮振, 宋辭, 易嘉偉, 馬廷, 葛詠, 張岸, 姜莉莉. 2020. 新冠肺炎疫情大數(shù)據分析與區(qū)域防控政策建議. 中國科學院院刊, 35(2): 200-203.?
78. 劉張, 千家樂, 杜云艷,* 王楠, 易嘉偉, 孫曄然, 馬廷, 裴韜, 周成虎. 2020. 基于多源時空大數(shù)據的區(qū)際遷徙人群多層次空間分布估算模型——以COVID-19疫情期間自武漢遷出人群為例. 地球信息科學學報, 22(2): 147-160.?
79. 易嘉偉*, 王楠, 千家樂, 馬廷, 杜云艷, 裴韜, 周成虎, 涂文娜, 劉張, 王會蒙. 2020. 基于大數(shù)據的極端暴雨事件下城市道路交通及人群活動時空響應. 地理學報, 75(3): 497-508.?
2019
80. Ma J, Zhang Z, Niu W, Chen J, Guo S, Liu S, Dong Y, Yang Z, Wang W, Song C, Ma J, Pei T*. 2019. Education, Altitude, and Humidity Can Interactively Explain Spatial Discrepancy and Predict Short Stature in 213,795 Chinese School Children. Frontiers in Pediatrics, 7: 425.
81. Wang W, Pei T*, Chen J, Song C, Wang X, Shu H, Ma T, Du Y. 2019. Population Distributions of Age Groups and Their Influencing Factors Based on Mobile Phone Location Data: A Case Study of Beijing, China. Sustainability, 11(24): 7033.
82. Ma J, Pei T*, Dong F, Dong Y, Yang Z, Chen J, Guo S, Zhao Q, Wang S, Ma J, Zhang Z. 2019. Spatial and demographic disparities in short stature among school children aged 7-18 years: a nation-wide survey in China, 2014. BMJ Open, 9(7): e026634.
83. Zhen J, Pei T*, Xie S. 2019. Kriging methods with auxiliary nighttime lights data to detect potentially toxic metals concentrations in soil. Science of The Total Environment, 659: 363-371.
84. Song C, Pei T*, Ma T, Du Y, Shu H, Guo S, Fan Z. 2019. Detecting arbitrarily shaped clusters in origin-destination flows using ant colony optimization. International Journal of Geographical Information Science, 33(1): 134-154.
85. 張麗英, 裴韜*, 陳宜金, 宋辭, 劉小茜. 2019. 基于街景圖像的城市環(huán)境評價研究綜述. 地球信息科學學報, 21(1): 46-58.
86. 劉小茜, 裴韜*, 舒華, 高錫章. 2019. 基于文獻計量學的社會—生態(tài)系統(tǒng)恢復力研究進展. 地球科學進展, 34(7): 765-777.
87. 承達瑜, 秦坤, 裴韜*, 歐陽, 王蒙, 徐連明. 2019. 基于室內定位數(shù)據的群體時空行為可視化分析. 地球信息科學學報, 21(1): 36-45.
88. 王向東, 劉小茜, 裴韜*, 王振波. 2019. 基于技術效率測算的京津冀城市土地集約利用潛力評價. 地理學報, 74(9): 1853-1865.
89. Liu Y, Pei T*, Song C, Shu H, Wang X. 2019. Indoor Mobility Interaction Model: Insights into the Customer Flow in Shopping Malls. IEEE Access, 7: 138353-138363.
90. Guo S, Song C, Pei T*, Liu Y, Ma T, Du Y, Chen J, Fan Z, Tang X, Peng Y, Wang Y. 2019. Accessibility to urban parks for elderly residents: Perspectives from mobile phone data. Landscape and Urban Planning, 191: 103642.
91. Song C, Pei T*. 2019. Decomposition of Repulsive Clusters in Complex Point Processes with Heterogeneous Components. ISPRS International Journal of Geo-Information, 8(8): 326.
92. Shu H, Pei T*, Song C, Ma T, Du Y, Fan Z, Guo S. 2019. Quantifying the spatial heterogeneity of points. International Journal of Geographical Information Science, 33(7): 1355-1376.
93. 宋辭, 裴韜*. 2019. 北京市多尺度中心特征識別與群聚模式發(fā)現(xiàn). 地球信息科學學報, 21(3): 384-397.
94. 裴韜*, 劉亞溪, 郭思慧, 舒華, 杜云艷, 馬廷, 周成虎. 2019. 地理大數(shù)據挖掘的本質. 地理學報, 74(3): 586-598.
95. 裴韜, 郭思慧, 袁燁城*, 張雪英, 袁文, 高昂, 趙志遠, 薛存金. 2019. 面向公共安全事件的網絡文本大數(shù)據結構化研究. 地球信息科學學報, 21(1): 2-13.
96. Ma T, Pei T*, Song C, Liu Y, Du Y, Liao X. 2019. Understanding geographical patterns of a city’s diurnal rhythm from aggregate data of location-aware services. Transactions in GIS, 23(1): 104-117.?
97. Guo S, Yang G, Pei T*, Ma T, Song C, Shu H, Du Y, Zhou C. 2019. Analysis of factors affecting urban park service area in Beijing: Perspectives from multi-source geographic data. Landscape and Urban Planning, 181: 103-117.
98. Yi J, Du Y*, Liang F, Pei T, Ma T, Zhou C. 2019. Anomalies of dwellers' collective geotagged behaviors in response to rainstorms: a case study of eight cities in China using smartphone location data. Natural Hazards and Earth System Sciences, 19(10): 2169-2182.?
99. Cai L, Xu J*, Liu J, Ma T, Pei T, Zhou C H. 2019. Sensing multiple semantics of urban space from crowdsourcing positioning data. Cities, 93: 31-42.?
100. Ma T*, Zhu R, Wang J, Zhao N, Pei T, Du Y, Zhou C, Chen J. 2019. A proportional odds model of human mobility and migration patterns. International Journal of Geographical Information Science, 33(1): 81-98.?
2018
101. 高楹, 宋辭, 舒華, 裴韜*. 2018. 北京市摩拜共享單車源匯時空特征分析及空間調度. 地球信息科學學報, 20(8): 1123-1138.
102. Fan Z D, Pei T*, Ma T, Du Y Y, Song C, Liu Z, Zhou C H. 2018. Estimation of urban crowd flux based on mobile phone location data: A case study of Beijing, China. Computers, Environment and Urban Systems, 69: 114-123.
103. Chen J, Pei T*, Shaw S L, Lu F, Li M X, Cheng S F, Liu X L, Zhang H C. 2018. Fine-grained prediction of urban population using mobile phone location data. International Journal of Geographical Information Science, 32(9): 1770-1786.
104. 劉小茜, 裴韜*, 周成虎, 杜云艷, 馬廷, 謝傳節(jié), 許珺. 2018. 煤炭資源型城市多適應性情景動力學模型研究-以鄂爾多斯市為例. 中國科學：地球科學, 48(2): 243-258.
105. Liu X Q, Pei T*, Zhou C H, Du Y Y, Ma T, Xie C J, Xu J. 2018. A systems dynamic model of a coal-based city with multiple adaptive scenarios: A case study of Ordos, China. Science China-Earth Sciences, 61(3): 302-316.
106. 劉菊, 許珺*, 蔡玲, 孟斌, 裴韜. 2018. 基于出租車用戶出行的功能區(qū)識別. 地球信息科學學報, 20(11): 1550-1561.?
107. Liu Z, Ma T*, Du Y Y, Pei T, Yi J W, Peng H. 2018. Mapping hourly dynamics of urban population using trajectories reconstructed from mobile phone records. Transactions in GIS, 22(2): 494-513.?
108. Cai L, Xu J*, Liu J, Pei T. 2018. Integrating spatial and temporal contexts into a factorization model for POI recommendation. International Journal of Geographical Information Science, 32(3): 525-546.?
2017
109. 陳曦東, 毛凌瀟, 陳丙寅, 裴韜*, 任雨. 2017. 宋詞中情感的時空特征分析. 地理科學進展, 36(9): 1140-1148.
110. 郭思慧, 文聰聰, 何云, 裴韜*. 2017. 居民出行活動特征與收入水平的關系-以上海市為例. 地理科學進展, 36(9): 1158-1166.
111. 劉小茜, 馬廷, 裴韜*, 王向東, 杜云艷, 謝傳節(jié). 2017. 京津冀地區(qū)人口規(guī)模調控政策參數(shù)化路徑與系統(tǒng)模擬. 地理科學進展, 36(1): 34-45.
112. Wan Y, Zhou C H, Pei T*. 2017. Semantic-Geographic Trajectory Pattern Mining Based on a New Similarity Measurement. ISPRS International Journal of Geo-Information, 6(7): 212.
113. Xu J*, Li A Y, Li D, Liu Y, Du Y Y, Pei T, Ma T, Zhou C H. 2017. Difference of urban development in China from the perspective of passenger transport around Spring Festival. Applied Geography, 87: 85-96.?
114. 王淑強, 青秀玲*, 王晶, 陳卉, 崔璟, 王紹強, 裴韜, 佟學思, 劉嘯, 趙航, 杜濤. 2017. 基于文獻計量方法的國際地理科學研究機構競爭力分析. 地理學報, 72(9): 1702-1716.?
2016
115. Shu H, Song C, Pei T*, Xu L M, Ou Y, Zhang L B, Li T. 2016. Queuing Time Prediction Using WiFi Positioning Data in an Indoor Scenario. Sensors, 16(11): 1958.
116. 楊格格, 宋辭, 裴韜*, 周成虎, 舒華, 張加. 2016. 北京對外交通樞紐乘客OD時空分布特征. 地球信息科學學報, 18(10): 1374-1383.
117. 舒華, 宋辭, 裴韜*. 2016. 室內定位數(shù)據分析與應用研究進展. 地理科學進展, 35(5): 580-588.
118. Yang G G, Song C, Shu H, Zhang J, Pei T*, Zhou C H. 2016. Assessing Patient bypass Behavior Using Taxi Trip Origin–Destination (OD) Data. ISPRS International Journal of Geo-Information, 5(9): 157.
119. Ma X Y, Pei T*, Song C, Zhou C H. 2016. A new assessment model for evacuation vulnerability in urban areas. International Journal of Geographical Information Science, 30(12): 2401-2420.
2015
120. Pei T, Wang W Y, Zhang H C, Ma T, Du Y Y, Zhou C H*. 2015. Density-based clustering for data containing two types of points. International Journal of Geographical Information Science, 29(2): 175-193.
121. Yu X P, Pei T, Gai K K*, Guo L. 2015. Analysis on Urban Collective Call Behavior to Earthquake. IEEE 17th International Conference on High Performance Computing and Communications, 1302-1307.?
122. Song C, Pei T, Yao L*. 2015. Analysis of the Characteristics and Evolution Modes of PM2.5 Pollution Episodes in Beijing, China During 2013. International Journal of Environmental Research and Public Health, 12(2): 1099-1111.?
123. Ma T*, Zhou Y K, Zhou C H, Haynie S, Pei T, Xu T. 2015. Night-time light derived estimation of spatio-temporal characteristics of urbanization dynamics using DMSP/OLS satellite data. Remote Sensing of Environment, 158: 453-464.?
2014
124. Pei T, Sobolevsky S*, Ratti C, Shaw S L, Li T, Zhou C H. 2014. A new insight into land use classification based on aggregated mobile phone data. International Journal of Geographical Information Science, 28(9): 1988-2007.
125. Pei T*, Sobolevsky S, Ratti C, Amini A, Li T, Zhou C H. 2014. Uncovering the Directional Heterogeneity of an Aggregated Mobile Phone Network. Transactions in GIS, 18(S1): 126-142.
126. Song C, Pei T*, Zhou C H. 2014. The role of changing multiscale temperature variability in extreme temperature events on the eastern and central Tibetan Plateau during 1960-2008. International Journal of Climatology, 34(14): 3683-3701.
127. 劉漢麗, 裴韜*, 周成虎. 2014. 用于時間序列聚類分析的小波變換和特征量提取方法. 測繪科學技術學報, 31(4): 372-376+382.?
128. 袁燁城, 劉海江*, 裴韜, 高錫章. 2014. 基于語義知識的空間關系識別研究. 地球信息科學學報, 16(5): 681-690.?
129. 李婷, 裴韜, 袁燁城*, 宋辭, 王維一, 楊格格. 2014. 人類活動軌跡的分類、模式和應用研究綜述. 地理科學進展, 33(7): 938-948.?
130. Ma T*, Zhou C H, Pei T, Haynie S, Fan J F. 2014. Responses of Suomi-NPP VIIRS-derived nighttime lights to socioeconomic activity in China’s cities. Remote Sensing Letters, 5(2): 165-174.?
2013
131. 裴韜*, 李婷, 周成虎. 2013. 時空點過程：一種新的地學數(shù)據模型、分析方法和觀察視角. 地球信息科學學報, 15(6): 793-800.
132. Song C, Pei T*, Zhou C H, He Y W. 2013. Patterns of Multiscale Temperature Variability over the Eastern and Central Tibetan Plateau During 1960-2008. Acta Meteorologica Sinica, 27(4): 521-540.
133. 王維一, 裴韜*, 秦承志. 2013. 柵格地理數(shù)據模糊C均值聚類算法的并行化研究. 地理與地理信息科學, 29(4): 77-80+90.
134. Pei T, Gong X, Shaw S L, Ma T, Zhou C H*. 2013. Clustering of temporal event processes. International Journal of Geographical Information Science, 27(3): 484-510.
135. 余曉平, 裴韜*. 2013. 手機通話網絡度特征分析. 物理學報. 62(20): 1-11.
136. Ma T, Zhou C H*, Pei T, Xie Y C. 2013. A comparative analysis of changes in the phasing of temperature and satellite-derived greenness at northern latitudes. Journal of Geographical Sciences, 23(1): 57-66.?
2012
137. 宋辭, 裴韜*, 周成虎. 2012. 1960年以來青藏高原氣溫變化研究進展. 地理科學進展, 31(11): 1503-1509.
138. 宋辭, 裴韜*. 2012. 基于特征的時間序列聚類方法研究進展. 地理科學進展, 31(10): 1307-1317.
139. Pei T, Gao J H, Ma T, Zhou C H*. 2012. Multi-scale decomposition of point process data. GeoInformatica, 16(4): 625-652.
140. Wan Y, Pei T*, Zhou C H, Jiang Y, Qu C X, Qiao Y L. 2012. ACOMCD: A multiple cluster detection algorithm based on the spatial scan statistic and ant colony optimization. Computational Statistics & Data Analysis, 56(2): 283-296.
141. Ma T*, Zhou C H, Pei T, Haynie S, Fan J F. 2012. Quantitative estimation of urbanization dynamics using time series of DMSP/OLS nighttime light data: A comparative case study from China's cities. Remote Sensing of Environment, 124: 99-107.?
142. Ma T*, Zhou C H, Pei T. 2012. Simulating and estimating tempo-spatial patterns in global human appropriation of net primary production (HANPP): A consumption-based approach. Ecological Indicators, 23: 660-667.?
2011
143. 劉漢麗, 裴韜*, 周成虎, 朱阿興. 2011. 結合MNF變換與灰值形態(tài)學的三江平原多光譜、多時相MODIS遙感影像分類. 武漢大學學報（信息科學版）, 36(2): 153-156+253.
144. 孫嘉, 裴韜*, 龔璽, 周成虎. 2011. Web時空數(shù)據挖掘研究進展. 地球科學進展, 26(4): 449-459.
145. 龔璽, 裴韜*, 孫嘉, 羅明. 2011. 時空軌跡聚類方法研究進展. 地理科學進展, 30(5): 522-534.
146. Pei T*. 2011. A Nonparametric Index for Determining the Numbers of Events in Clusters. Mathematical Geoscience, 43: 345-362.
147. 楊琳*, 朱阿興, 秦承志, 李寶林, 裴韜. 2011. 一種基于樣點代表性等級的土壤采樣設計方法. 土壤學報, 48(5): 938-946.?
148. 李潤奎, 朱阿興*, 李寶林, 裴韜, 秦承志. 2011. 流域水文模型對土壤數(shù)據響應的多尺度分析. 地理科學進展, 30(1): 80-86.?
149. Qin C Z*, Zhu A X, Pei T, Li B L, Scholten T, Behrens T, Zhou C H. 2011. An approach to computing topographic wetness index based on maximum downslope gradient. Precision Agriculture, 12: 32-43.?
2010
150. 馬曉熠, 裴韜*. 2010. 基于探索性空間數(shù)據分析方法的北京市區(qū)域經濟差異. 地理科學進展, 29(12): 1555-1561.
151. Pei T, Zhou C H*, Zhu A X, Li B L, Qin C Z. 2010. Windowed nearest neighbour method for mining spatio-temporal clusters in the presence of noise. International Journal of Geographical Information Science, 24(6): 925-948.
152. Pei T, Qin C Z, Zhu A X*, Yang L, Luo M, Li B L, Zhou C H. 2010. Mapping soil organic matter using the topographic wetness index: A comparative study based on different flow-direction algorithms and kriging methods. Ecological Indicators, 10(3): 610-619.
153. 許珺*, 裴韜, 姚永慧. 2010. 地學知識圖譜的定義、內涵和表達方式的探討. 地球信息科學學報, 12(04): 496-502+509.
154. Zhu A X, Liu F*, Li B L, Pei T, Qin C Z, Liu G H, Wang Y J, Chen Y N, Ma X W, Qi F, Zhou C H. 2010. Differentiation of Soil Conditions over Low Relief Areas Using Feedback Dynamic Patterns. Soil Science Society of America Journal, 74(3): 861-869.?
155. Zhu A X, Yang L*, Li B L, Qin C Z, Pei T, Liu B Y. Construction of membership functions for predictive soil mapping under fuzzy logic. Geoderma, 155(3-4): 164-174.?
2009
156. Pei T*, Zhu A X, Zhou, C H, Li B L, Qin C Z. 2009. Detecting feature from spatial point processes using Collective Nearest Neighbor, Computers. Environment and Urban Systems, 33(6): 435-447.
157. Pei T, Jasra A, Hand D J, Zhu A X, Zhou C H*. 2009. DECODE: a new method for discovering clusters of different densities in spatial data. Data Mining and Knowledge Discovery, 18:337-369.
2007
158. Pei T*, Zhu A X, Zhou C H, Li B L, Qin C Z. 2007. Delineation of support domain of feature in the presence of noise. Computers and Geosciences, 33(7):952-965.
159. Qin C Z*, Zhu A X, Pei T, Li B L, Zhou C H, Yang L. 2007. An adaptive approach to selecting a flow‐partition exponent for a multiple‐flow‐direction algorithm. International Journal of Geographical Information Science, 21(4): 443-458.?
2006
160. Pei T*, Zhu A X, Zhou C H, Li B L, Qin C Z. 2006. A new approach to the nearest‐neighbour method to discover cluster features in overlaid spatial point processes. International Journal of Geographical Information Sciences, 20(2): 153-168.
研究生招生與培養(yǎng):
招生專業(yè)：地圖學與地理信息系統(tǒng)
招生方向：時空大數(shù)據挖掘、地理人工智能
聯(lián)系方式：
通訊地址：北京市朝陽區(qū)大屯路甲11號 中國科學院地理科學與資源研究所
郵 編：100101
傳 真：010-64889630
E-mail地址: peit@lreis.ac.cn
附件下載：