TitleStatistical mechanics for natural flocks of birds.
Publication TypeJournal Article
Year of Publication2012
AuthorsBialek, W, Cavagna, A, Giardina, I, Mora, T, Silvestri, E, Viale, M, Walczak, AM
JournalProc Natl Acad Sci U S A
Volume109
Issue13
Pagination4786-91
Date Published2012 Mar 27
KeywordsAnimals, Biomechanical Phenomena, Entropy, Flight, Animal, Models, Biological, Models, Statistical, Starlings
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.

Alternate JournalProc. Natl. Acad. Sci. U.S.A.