In presence of a planar substrate, σ min is comparable to homogeneous values when strong interaction exists between the gold atoms and water molecules, i.e., ε * is large; at weaker interactions significant lowering of σ min is observed, signifying that nucleation from such surfaces are easier. Reduction in σ min with decreasing ε * obtained from our simulations show a good qualitative agreement with classical heterogeneous nucleation theory.