Intra-urban human mobility patterns: An urban morphology perspective

Physica A: Statistical Mechanics and its Applications

Volumn 391, Issue 4, 2012, Pages 1702-1717

  Kang, Chaogui ^a   Ma, Xiujun ^b   Tong, Daoqin ^c   Liu, Yu ^a  

^a PEKING UNIVERSITY   (China)

^b BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^c UNIVERSITY OF ARIZONA   (United States)

Author keywords

Intra urban human mobility; Monte Carlo simulation; Spatial heterogeneity constrained Levy flight model; Urban morphology

Indexed keywords

CELLULAR TELEPHONES; FLIGHT SIMULATORS; MORPHOLOGY;

EXPONENTIAL LAW; INTRA-URBAN HUMAN MOBILITIES; MOBILE PHONE DATUM; MORPHOLOGICAL CHARACTERISTIC; MOVEMENT TRAJECTORIES; SPATIAL HETEROGENEITY CONSTRAINED LEVY FLIGHT MODELS; URBAN AGGLOMERATIONS; URBAN MORPHOLOGY;

MONTE CARLO METHODS;

EID: 84655169830     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2011.11.005     Document Type: Article

References (33)

1. A.-L. Barabási The origin of bursts and heavy tails in human dynamics Nature 435 7039 2005 207 211 (Pubitemid 40685946)
2. D. Brockmann, L. Hufnagel, and T. Geisel The scaling laws of human travel Nature 439 7075 2006 462 465 (Pubitemid 43152835)
3. A. Vazquez, J.G. Oliveira, Z. Dezsö, K.I. Goh, I. Kondor, and A.-L. Barabási Modelling bursts and heavy tail in human dynamics Physical Review E 73 3 2006 036127
4. M.C. González, C. Hidalgo, and A.-L. Barabási Understanding individual human mobility patterns Nature 453 7196 2008 779 782 (Pubitemid 351793783)
5. C. Song, Z. Qu, N. Blumm, and A.-L. Barabási Limits of predictability in human mobility Science 327 5968 2010 1018 1021
6. C. Song, T. Koren, P. Wang, and A.-L. Barabási Modelling the scaling properties of human mobility Nature Physics 6 2010 818 823
7. G. Chowell, J.M. Hyman, S. Eubank, and C. Castillo-Chavez Scaling laws for the movement of people between locations in a large city Physical Review E 68 6 2003 066102
8. C. Ratti, D. Frenchman, P.M. Pulselli, and S. Williams Mobile landscapes: using location data from cell phones for urban analysis Environment and Planning B: Planning and Design 33 5 2006 727 748 (Pubitemid 44550298)
9. S. Phithakkitnukoon, T. Horanont, G.D. Lorenzo, R. Shibasaki, and C. Ratti Activity-aware map: identifying human daily activity pattern using mobile phone data Human Behavior Understanding Lecture Notes in Computer Science 2010 Springer Berlin 14 25
10. B. Jiang, Y. Yin, and S. Zhao Characterizing the human mobility pattern in a large street network Physical Review E 80 2 2009 021136
11. R. Ahas, A. Aasa, S. Silm, and M. Tiru Daily rhythms of suburban commuter's movements in the Tallinn metropolitan area: case study with mobile positioning data Transportation Research Part C 18 1 2010 45 54
12. A. Sevtsuk, and C. Ratti Does urban mobility have a daily routine? learning from the aggregate data of mobile networks Journal of Urban Technology 17 1 2010 41 60
13. Q. Li, T. Zhang, H. Wang, and Z. Zeng Dynamic accessibility mapping using floating car data: a network-constrained density estimation approach Journal of Transport Geography 19 3 2011 379 393
14. J. Sun, J. Yuan, Y. Wang, H. Si, and X. Shan Exploring spacetime structure of human mobility in urban space Physica A 390 5 2011 929 942
15. G.M. Viswanathan, V. Afanasyev, S.V. Buldyrev, S. Havlin, M.G.E. da Luz, E.P. Raposo, and H.E. Stanley Levy fights in random searches Physica A 282 12 2000 1 12
16. M. Ghaemi, Z. Zabihinpour, and Y. Asgari Computer simulation study of the Levy flight process Physica A 388 8 2009 1509 1514
17. I. Rhee, M. Shin, S. Hong, K. Lee, S. Chong, On the Levy-walk nature of human mobility, in: IEEE INFOCOM, vol. 2008, 2008, pp. 924932.
18. M.P. Kwan Gender differences in spacetime constraints Area 32 2 2000 145 156
19. R. Crane The influence of urban form on travel: an interpretive review Journal of Planning Literature 15 1 2000 3 23
20. D. Snellen, A. Borgers, and H. Timmermans Urban form, road network type, and mode choice for frequently conducted activities: a multilevel analysis using quasi-experimental design data Environment and Planning A 34 7 2002 1207 1220 (Pubitemid 34838396)
21. F.M. Dieleman Urban form and travel behaviour: micro-level household attributes and residential context Urban Studies 39 3 2002 507 527 (Pubitemid 34206971)
22. B. Jiang, and T. Jia Zipf's law for all the natural cities in the United States: a geospatial perspective International Journal of Geographical Information Science 25 8 2011 1269 1281
23. H.A. Makse, S. Havlin, and H.E. Stanley Modelling urban growth patterns Nature 377 1995 608 612 (Pubitemid 26432247)
24. H.D. Rozenfeld, D. Rybski, J.S. Andrade, M. Batty, H.E. Stanley, and H.A. Makse Laws of population growth Proceedings of the National Academy of Sciences 105 48 2008 18702 18707
25. H.D. Rozenfeld, D. Rybski, X. Gabaix, and H.A. Makse The area and population of cities: new insights from a different perspective on cities American Economic Review 101 5 2011 2205 2225
26. R. Ahas, and M. lar Location based servicesnew challenges for planning and public administration? Futures 37 6 2005 547 561 (Pubitemid 40451287)
27. J. Vegelius, S. Janson, and F. Johansson Measures of similarity between distributions Quality & Quantity 20 4 1986 437 441
28. G.M. Viswanathan, V. Afanasyev, S.V. Buldyrev, E.J. Murphy, P.A. Prince, and H.E. Stanley Levy flight search patterns of wandering albatrosses Nature 381 1996 413 415
29. G. Ramos-Fernandez, J.L. Mateos, O. Miramontes, G. Cocho, H. Larralde, and B. Ayala-Orozco Levy walk patterns in the foraging movements of spider monkeys (Ateles geiffroyi) Behavioral Ecology and Sociobiology 55 3 2004 223 230 (Pubitemid 38162060)
30. D.W. Sims, E.J. Southall, N.E. Humphries, G.C. Hays, and C.J.A. Bradshaw Scaling law of marine predator search behavior Nature 451 7182 2008 1098 1102 (Pubitemid 351317439)
31. K. Lee, S. Hong, S.J. Kim, I. Rhee, S. Chong, SLAW: a mobility model for human walks, in: IEEE INFOCOM, vol. 2009, 2009, pp. 855863.
32. L.A. de Klerk Op Zeok naar de Ideale Stad 1980 Vab Loghum Slaterus Deventer [In search of the ideal city]
33. H. Rottier Stedelijke Structuren 1980 Coutinho Muiderberg [Urban structures]