Yes, ground moles may eventually move on if food sources in your yard decrease. This is especially true in colder months when insects and grubs, their primary food source, are less available. However, if your yard continues to provide an optimal environment with plentiful food, moles may remain, persist, and reproduce, leading to an infestation.