The COVID-19 outbreak in Italy has spread mainly in northern regions, particularly in Lombardy. However, even within the same region the virus has spread irregularly from province to province, producing real epicenters of infection in some provinces but also affecting other areas with relatively lower intensity.
An adjusted time-dependent SIRD model is used to predict the epidemics behavior in the near future. An age-structured version of it is in development.