Surface roughness is a key factor that influences surface scattering. A rough surface can cause more frequent and random scattering events, which can degrade the material's properties. Techniques such as atomic layer deposition (ALD) and chemical vapor deposition (CVD) are often used to create smoother surfaces, thereby minimizing scattering effects.