Abstract In multivariate Geostatistics, the linear coregionalization model (LCM) has been widely used over last decades, in order to describe spatial dependence which characterizes two or more variables of interest. However, spatio-temporal multiple modeling, identification main elements a space–time (ST-LCM), as well latent structures underlying analyzed phenomenon, represents tough task. this...