Large scale cellulosic biofuel production involves complex interactions between biomass supply, biorefineries and the networks that connect them. New fine-scale spatially explicit modelling seeks to better understand how these components could best integrate with carbon capture to minimize greenhouse gas emissions and optimize biofuel supply chains.