A new approach, Latin hypercube Design of Experiments addressed uncertainty of LCA. Life Cycle Assessment (LCA) of biodiesel in Vietnam was conducted. Significant parameters and parameter interactions were determined. Effects of varying input parameters on overall environmental impact were observed. Environmental impact reductions from biodiesel blended with diesel were determined.