Based on the notion of first order dyadic p-variation, we give a new characterization of Besov spaces for 0<s<1, 1<=p,q<=+[infinity] and s>1/p. We also give results in the case where p<1. Hence we provide simple tools that enable us to derive new regularity properties for the trajectories of various continuous time stochastic processes.