One of the primary challenges of limited depth penetration is the deactivation of surface sites due to coking or fouling. To mitigate this, catalyst design can be optimized to enhance surface area and porosity. Additionally, periodic regeneration or cleaning of the catalyst surface may be necessary. Advanced techniques such as atomic layer deposition can also be used to create more uniform and accessible catalytic surfaces.