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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Hangzhou Normal Univ, Alibaba Res Ctr Complex Sci, Hangzhou, Zhejiang, Peoples R China
Virginia Polytech Inst & State Univ, Dept Phys, Blacksburg, VA 24061 USA
Univ Sci & Technol China, Dept Modern Phys, Hefei 230026, Peoples R ChinaHangzhou Normal Univ, Alibaba Res Ctr Complex Sci, Hangzhou, Zhejiang, Peoples R China
Wang, Xiang-Wen
Han, Xiao-Pu
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Hangzhou Normal Univ, Alibaba Res Ctr Complex Sci, Hangzhou, Zhejiang, Peoples R ChinaHangzhou Normal Univ, Alibaba Res Ctr Complex Sci, Hangzhou, Zhejiang, Peoples R China
Han, Xiao-Pu
Wang, Bing-Hong
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Univ Sci & Technol China, Dept Modern Phys, Hefei 230026, Peoples R China
Wenzhou Univ, Coll Phys & Elect Informat Engn, Wenzhou, Peoples R China
Shanghai Univ Sci & Technol, Res Ctr Complex Syst Sci, Shanghai 201800, Peoples R ChinaHangzhou Normal Univ, Alibaba Res Ctr Complex Sci, Hangzhou, Zhejiang, Peoples R China
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CUNY City Coll, Levich Inst, New York, NY 10031 USA
CUNY City Coll, Dept Phys, New York, NY 10031 USACUNY City Coll, Levich Inst, New York, NY 10031 USA
Rybski, Diego
Buldyrev, Sergey V.
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Yeshiva Univ, Dept Phys, New York, NY 10033 USACUNY City Coll, Levich Inst, New York, NY 10031 USA
Buldyrev, Sergey V.
Havlin, Shlomo
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Bar Ilan Univ, Minerva Ctr, IL-52900 Ramat Gan, Israel
Bar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, IsraelCUNY City Coll, Levich Inst, New York, NY 10031 USA
Havlin, Shlomo
Liljeros, Fredrik
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Stockholm Univ, Dept Sociol, S-10691 Stockholm, SwedenCUNY City Coll, Levich Inst, New York, NY 10031 USA
Liljeros, Fredrik
Makse, Hernan A.
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CUNY City Coll, Levich Inst, New York, NY 10031 USA
CUNY City Coll, Dept Phys, New York, NY 10031 USACUNY City Coll, Levich Inst, New York, NY 10031 USA
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Beijing Normal Univ, Dept Syst Sci, Sch Management, Beijing 100875, Peoples R China
Beijing Normal Univ, Ctr Complex Res, Beijing 100875, Peoples R China
SW Jiaotong Univ, Sch Math, Chengdu 610031, Peoples R ChinaBeijing Normal Univ, Dept Syst Sci, Sch Management, Beijing 100875, Peoples R China
Hu, Yanqing
Zhang, Jiang
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机构:
Beijing Normal Univ, Dept Syst Sci, Sch Management, Beijing 100875, Peoples R China
Beijing Normal Univ, Ctr Complex Res, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Dept Syst Sci, Sch Management, Beijing 100875, Peoples R China
Zhang, Jiang
Huan, Di
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Beijing Normal Univ, Dept Syst Sci, Sch Management, Beijing 100875, Peoples R China
Beijing Normal Univ, Ctr Complex Res, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Dept Syst Sci, Sch Management, Beijing 100875, Peoples R China
Huan, Di
Di, Zengru
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Beijing Normal Univ, Dept Syst Sci, Sch Management, Beijing 100875, Peoples R China
Beijing Normal Univ, Ctr Complex Res, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Dept Syst Sci, Sch Management, Beijing 100875, Peoples R China