Examines the space-time multi type log gaussian cox processes with a view to modelling weeds. Details on the modelling of spatial and temporal heterogeneity in time series of increasing point processes; Statistical analysis of agricultural experiment concerning two weed species on an organic barley field; Aspects of estimation and model validation.