Literature DB >> 22367540

A universal model for mobility and migration patterns.

Filippo Simini1, Marta C González, Amos Maritan, Albert-László Barabási.   

Abstract

Introduced in its contemporary form in 1946 (ref. 1), but with roots that go back to the eighteenth century, the gravity law is the prevailing framework with which to predict population movement, cargo shipping volume and inter-city phone calls, as well as bilateral trade flows between nations. Despite its widespread use, it relies on adjustable parameters that vary from region to region and suffers from known analytic inconsistencies. Here we introduce a stochastic process capturing local mobility decisions that helps us analytically derive commuting and mobility fluxes that require as input only information on the population distribution. The resulting radiation model predicts mobility patterns in good agreement with mobility and transport patterns observed in a wide range of phenomena, from long-term migration patterns to communication volume between different regions. Given its parameter-free nature, the model can be applied in areas where we lack previous mobility measurements, significantly improving the predictive accuracy of most of the phenomena affected by mobility and transport processes.

Mesh:

Year:  2012        PMID: 22367540     DOI: 10.1038/nature10856

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   49.962


  15 in total

1.  Modelling disease outbreaks in realistic urban social networks.

Authors:  Stephen Eubank; Hasan Guclu; V S Anil Kumar; Madhav V Marathe; Aravind Srinivasan; Zoltán Toroczkai; Nan Wang
Journal:  Nature       Date:  2004-05-13       Impact factor: 49.962

2.  Synchrony, waves, and spatial hierarchies in the spread of influenza.

Authors:  Cécile Viboud; Ottar N Bjørnstad; David L Smith; Lone Simonsen; Mark A Miller; Bryan T Grenfell
Journal:  Science       Date:  2006-03-30       Impact factor: 47.728

3.  Structure and tie strengths in mobile communication networks.

Authors:  J-P Onnela; J Saramäki; J Hyvönen; G Szabó; D Lazer; K Kaski; J Kertész; A-L Barabási
Journal:  Proc Natl Acad Sci U S A       Date:  2007-04-24       Impact factor: 11.205

4.  Spreading gossip in social networks.

Authors:  Pedro G Lind; Luciano R da Silva; José S Andrade; Hans J Herrmann
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2007-09-27

5.  The role of the airline transportation network in the prediction and predictability of global epidemics.

Authors:  Vittoria Colizza; Alain Barrat; Marc Barthélemy; Alessandro Vespignani
Journal:  Proc Natl Acad Sci U S A       Date:  2006-02-03       Impact factor: 11.205

6.  Multiscale mobility networks and the spatial spreading of infectious diseases.

Authors:  Duygu Balcan; Vittoria Colizza; Bruno Gonçalves; Hao Hu; José J Ramasco; Alessandro Vespignani
Journal:  Proc Natl Acad Sci U S A       Date:  2009-12-14       Impact factor: 11.205

7.  Uncovering space-independent communities in spatial networks.

Authors:  Paul Expert; Tim S Evans; Vincent D Blondel; Renaud Lambiotte
Journal:  Proc Natl Acad Sci U S A       Date:  2011-04-25       Impact factor: 11.205

8.  The structure of borders in a small world.

Authors:  Christian Thiemann; Fabian Theis; Daniel Grady; Rafael Brune; Dirk Brockmann
Journal:  PLoS One       Date:  2010-11-18       Impact factor: 3.240

9.  Structure of urban movements: polycentric activity and entangled hierarchical flows.

Authors:  Camille Roth; Soong Moon Kang; Michael Batty; Marc Barthélemy
Journal:  PLoS One       Date:  2011-01-07       Impact factor: 3.240

10.  Strategies for mitigating an influenza pandemic.

Authors:  Neil M Ferguson; Derek A T Cummings; Christophe Fraser; James C Cajka; Philip C Cooley; Donald S Burke
Journal:  Nature       Date:  2006-04-26       Impact factor: 49.962

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  233 in total

1.  Complex systems: Spotlight on mobility.

Authors:  Dirk Brockmann
Journal:  Nature       Date:  2012-04-04       Impact factor: 49.962

2.  Endogenous social distancing and its underappreciated impact on the epidemic curve.

Authors:  Marko Gosak; Moritz U G Kraemer; Heinrich H Nax; Matjaž Perc; Bary S R Pradelski
Journal:  Sci Rep       Date:  2021-02-04       Impact factor: 4.379

3.  Space-time correlations in urban sprawl.

Authors:  A Hernando; R Hernando; A Plastino
Journal:  J R Soc Interface       Date:  2013-11-20       Impact factor: 4.118

4.  Climate-driven endemic cholera is modulated by human mobility in a megacity.

Authors:  Javier Perez-Saez; Aaron A King; Andrea Rinaldo; Mohammad Yunus; Abu S G Faruque; Mercedes Pascual
Journal:  Adv Water Resour       Date:  2016-11-27       Impact factor: 4.510

5.  Assessing the international spreading risk associated with the 2014 west african ebola outbreak.

Authors:  Marcelo F C Gomes; Ana Pastore Y Piontti; Luca Rossi; Dennis Chao; Ira Longini; M Elizabeth Halloran; Alessandro Vespignani
Journal:  PLoS Curr       Date:  2014-09-02

6.  River networks as ecological corridors: A coherent ecohydrological perspective.

Authors:  Andrea Rinaldo; Marino Gatto; Ignacio Rodriguez-Iturbe
Journal:  Adv Water Resour       Date:  2018-02       Impact factor: 4.510

7.  Predicting traffic volumes and estimating the effects of shocks in massive transportation systems.

Authors:  Ricardo Silva; Soong Moon Kang; Edoardo M Airoldi
Journal:  Proc Natl Acad Sci U S A       Date:  2015-04-20       Impact factor: 11.205

Review 8.  Contrasting the epidemiological and evolutionary dynamics of influenza spatial transmission.

Authors:  Cécile Viboud; Martha I Nelson; Yi Tan; Edward C Holmes
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2013-02-04       Impact factor: 6.237

Review 9.  Non-pharmaceutical interventions during the COVID-19 pandemic: A review.

Authors:  Nicola Perra
Journal:  Phys Rep       Date:  2021-02-13       Impact factor: 25.600

10.  Determinants of Short-term Movement in a Developing Region and Implications for Disease Transmission.

Authors:  Alicia N M Kraay; James Trostle; Andrew F Brouwer; William Cevallos; Joseph N S Eisenberg
Journal:  Epidemiology       Date:  2018-01       Impact factor: 4.822

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