<p>We mapped forest cover of Trajano de Moraes in five timeslots between years 1978 and 2014, and used the weights of evidence method for modeling spatial dynamics of this landscape, to understand where natural regeneration is occurring and which are the main factors related to this phenomenon. In forest cover maps, value 2 stands for class "Atlantic forest" and value 1 stands for class "matrix".</p>