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The study of electromagnetic scattering by two-dimensional rough surface remains a challenging subjects for scientists due to its bidirectional scattering field computation. In this paper, Gibbs Sampler approach is applied to study electromagnetic scattering by two-dimensional rough surface. This work consists of generating a two-dimensional random...