Scaling-up spatially-explicit ecological models using graphics processors

► We describe the use of graphics processors for simulating spatially-explicit models. ► Three classical models of spatial self-organization are implemented as examples. ► Our model implementations demonstrate over two orders of magnitude speed increase. ► We obtain increased power in discerning scaling laws in self-organized systems.