This talk centres on events unfolding in two dimensions, delving into formal definitions of encounters and interactions. The significance of these definitions to epidemiological and population dynamics models is explored. State-of-the-art modelling techniques for processes related to encounters are examined. Carefully selected case studies are used to demonstrate fitting such models to real data, explore statistical tools for inference and prediction, and inspire future research endeavours.