The correct answer is (c) Both numerical dispersion and numerical diffusion errors arise
To explain I would say: In the analysis for errors, while comparing the exact and numerical solutions, the first-order upwind scheme gives a complex k-value. Therefore, it will have both numerical dispersion and numerical diffusion problems.