Rationally, there is little reason for the North Korean state to cause long term damage to a soil that they claim belongs to them, and also the number of such attacks is now close to zero, but as we all know this kind of fear will not go away.
Renewables could work as a replacement, but this may only further weaken South Korea's position in the energy sector in the 21st century. They have a large petroleum and natural gas refining sector, which as we know needs to be phased out. What will be their trajectory in this context?