The scaling laws of human travel

被引:1584
作者
Brockmann, D
Hufnagel, L
Geisel, T
机构
[1] Max Planck Inst Dynam & Self Org, D-37073 Gottingen, Germany
[2] Univ Gottingen, Dept Phys, D-37073 Gottingen, Germany
[3] Univ Calif Santa Barbara, Kavli Inst Theoret Phys, Santa Barbara, CA 93106 USA
[4] Bernstein Ctr Computat Neurosci, D-37073 Gottingen, Germany
关键词
D O I
10.1038/nature04292
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The dynamic spatial redistribution of individuals is a key driving force of various spatiotemporal phenomena on geographical scales. It can synchronize populations of interacting species, stabilize them, and diversify gene pools(1-3). Human travel, for example, is responsible for the geographical spread of human infectious disease(4-9). In the light of increasing international trade, intensified human mobility and the imminent threat of an influenza A epidemic(10), the knowledge of dynamical and statistical properties of human travel is of fundamental importance. Despite its crucial role, a quantitative assessment of these properties on geographical scales remains elusive, and the assumption that humans disperse diffusively still prevails in models. Here we report on a solid and quantitative assessment of human travelling statistics by analysing the circulation of bank notes in the United States. Using a comprehensive data set of over a million individual displacements, we find that dispersal is anomalous in two ways. First, the distribution of travelling distances decays as a power law, indicating that trajectories of bank notes are reminiscent of scale-free random walks known as Levy flights. Second, the probability of remaining in a small, spatially confined region for a time T is dominated by algebraically long tails that attenuate the superdiffusive spread. We show that human travelling behaviour can be described mathematically on many spatiotemporal scales by a two-parameter continuous-time random walk model to a surprising accuracy, and conclude that human travel on geographical scales is an ambivalent and effectively superdiffusive process.
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页码:462 / 465
页数:4
相关论文
共 23 条
[1]   Levy flights in inhomogeneous media [J].
Brockmann, D ;
Geisel, T .
PHYSICAL REVIEW LETTERS, 2003, 90 (17) :4
[2]  
Bullock JM, 2002, DISPERSAL ECOLOGY, P279
[3]  
Clobert J., 2001, DISPERSAL
[4]  
Gardiner C., 1985, Handbook of stochastic methods, V3
[5]   Host immunity and synchronized epidemics of syphilis across the United States [J].
Grassly, NC ;
Fraser, C ;
Garnett, GP .
NATURE, 2005, 433 (7024) :417-421
[6]   Travelling waves and spatial hierarchies in measles epidemics [J].
Grenfell, BT ;
Bjornstad, ON ;
Kappey, J .
NATURE, 2001, 414 (6865) :716-723
[7]  
Hudson P., 2002, The Ecology of Wildlife Diseases, V1st
[8]   Forecast and control of epidemics in a globalized world [J].
Hufnagel, L ;
Brockmann, D ;
Geisel, T .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (42) :15124-15129
[9]   Dynamics of the 2001 UK foot and mouth epidemic: Stochastic dispersal in a heterogeneous landscape [J].
Keeling, MJ ;
Woolhouse, MEJ ;
Shaw, DJ ;
Matthews, L ;
Chase-Topping, M ;
Haydon, DT ;
Cornell, SJ ;
Kappey, J ;
Wilesmith, J ;
Grenfell, BT .
SCIENCE, 2001, 294 (5543) :813-817
[10]   Beyond Brownian motion [J].
Klafter, J ;
Shlesinger, MF ;
Zumofen, G .
PHYSICS TODAY, 1996, 49 (02) :33-39