Statistical models on infinite graphs may exhibit inhomogeneous thermodynam
ic behaviour at macroscopic scales. This phenomenon is of a geometrical ori
gin and may be properly described in terms of spectral partitions into subg
raphs with well defined spectral dimensions and spectral weights. These sub
graphs are shown to be thermodynamically homogeneous and effectively decoup
led.