I had two dwarf peach trees. One of them had trunk wounds that I wrote in about before. It is fine and healthy and made lots of peaches. The other one looked great in the spring, leafed out fully and then got covered with blossoms. The blossoms all turned into tiny baby peaches. Then the tree just up and died, pretty quickly. The leaves turned yellow and then all dropped off.

I presume some disease. I didn't see any evidence of insects, etc.
My question now is, I want to replace it. If I have the dead tree removed, is it ok to put another one in the same spot or will it be likely to get the same disease?