Functional data analysis (FDA) has grown in popularity over recent years alongside the increasing availability of continuous measurements in different contexts like Biomedicine , Spectrometry , Biology  and Medicine , to mention only a few. This study extends the regression models for independent functional data to the case where the curves presents either spatial or temporal dependencies.