This is what the authors hypothesized in the paper. They don't test it though so the causal link between orange peel acidity and forest restoration has not been established.
I'm not trying to state that as a fact. Just that the acidity was affected. Which could have affected the restoration in different ways, most likely by effects of plant affinity for soil acidity.
But I think that the main factor is simply the increase in biological matter.