Irene Giardina - CNR ISC Roma # Statistical Mechanics for Natural Flocks of birds # Flocking is a typical example of emergent collective behavior, where interactions between individuals produce collective patterns on the large scale. We show that 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. This model shows that local, pairwise, topological (i.e. density invariant) interactions between birds are sufficient to correctly predict the propagation of order throughout entire flocks of starlings, with no free parameters.