We consider a generic one dimensional spin system of length , arbitrarily large, with strictly local interactions, for example nearest neighbor, and prove that the dynamical -Rényi entropies, , of an initial product state grow at most linearly in time. This result arises from a general relation among dynamical -Rényi entropies and Lieb-Robinson bounds. We extend our bound on the dynamical generation of entropy to systems with exponential decay of interactions, for values of close enough to , and moreover to initial pure states with low entanglement, of order , that are typically represented by critical states. We establish that low entanglement states have an efficient MPS representation that persists at least up to times of order . The main technical tools are the Lieb-Robinson bounds, to locally approximate the dynamics of the spin chain, a strict upper bound of Audenaert on -Rényi entropies and a bound on their concavity. Such a bound, that we provide in an appendix, can be of independent interest.

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