Abstract: A Lattice BGK method for nonlinear chemical reactions is considered. Since the equation does not possess the convection terms, we can easily get the equilibrium distribution functions of the lattice BGK models. Using this method, we consider the scale-$\varepsilon^2$ patterns, and find two types of patterns: mosaic strcuture and Turing pattern.