We consider latent Gaussian fields for modelling spatial dependence in the context of both point patterns and areal data, providing two different applications. The inhomogeneous Log-Gaussian Cox Process model is specified to describe a seismic sequence occurred Greece, resorting Stochastic Partial Differential Equations. Besag-York-Mollie fitted disease mapping Covid-19 infection North Italy. T...