but in fact you can also understand the theory on a fine-grained level near an impurity by a more careful form of renormalization, where you view the nearest several impurities as discrete sources and only coarsegrain far-away impurities as statistical noise.
Where could I read about this?
https://www.cond-mat.de/events/correl22/manuscripts/vondelft.pdf