http://www.cnr.it/ontology/cnr/individuo/prodotto/ID198385
Statistical mechanics for natural flocks of birds (Articolo in rivista)
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- Statistical mechanics for natural flocks of birds (Articolo in rivista) (literal)
- Anno
- 2012-01-01T00:00:00+01:00 (literal)
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
- 10.1073/pnas.1118633109 (literal)
- Alternative label
William Bialek (a); Andrea Cavagn (b,c); Irene Giardina (b,c); Thierry Mora (d); Edmondo Silvestri (b,c); Massimiliano Viale (b,c); Aleksandra M Walczak (e) (2012)
Statistical mechanics for natural flocks of birds
in Proceedings of the National Academy of Sciences of the United States of America; National Academy of Sciences, Washington (Stati Uniti d'America)
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- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
- William Bialek (a); Andrea Cavagn (b,c); Irene Giardina (b,c); Thierry Mora (d); Edmondo Silvestri (b,c); Massimiliano Viale (b,c); Aleksandra M Walczak (e) (literal)
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- http://www.pnas.org/content/109/13/4786.full (literal)
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- a Joseph Henry Laboratories of Physics and Lewis--Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544;
b Istituto dei Sistemi Complessi, Consiglio Nazionale delle Ricerche, Rome, Italy;
c Dipartimento di Fisica, Universitá Sapienza, Rome, Italy;
d Laboratoire de Physique Statistique de l'École Normale Supérieure, Centre National de la Recherche Scientifique and University Paris VI, Paris, France; and
e Laboratoire de Physique Théorique de l'École Normale Supérieure, Centre National de la Recherche Scientifique and University Paris VI, Paris, France (literal)
- Titolo
- Statistical mechanics for natural flocks of birds (literal)
- Abstract
- Flocking is a typical example of emergent collective behavior, where interactions between individuals produce collective patterns on the large scale. Here we show how a quantitative microscopic theory for directional ordering in a flock can be derived directly from field data. We construct the minimally structured (maximum entropy) model consistent with experimental correlations in large flocks of starlings. The maximum entropy model shows that local, pairwise interactions between birds are sufficient to correctly predict the propagation of order throughout entire flocks of starlings, with no free parameters. We also find that the number of interacting neighbors is independent of flock density, confirming that interactions are ruled by topological rather than metric distance. Finally, by comparing flocks of different sizes, the model correctly accounts for the observed scale invariance of long-range correlations among the fluctuations in flight direction. (literal)
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