Urban Scaling and Its Deviations: Revealing the Structure of Wealth, Innovation and Crime across Cities
Figure 2
The temporal evolution of scale independent indicators (SAMIs) displays long-term memory.
The value of SAMIs as functions of time for a) income (1969–2006) and b) patents (1975–2006) for selected MAs. Shaded grey areas indicate periods of national economic recession. The temporal autocorrelation c) for patents and personal income and exponential fits, , with characteristic decay times of
= 18.9 and 34.9 years, respectively and d) temporal Fourier power spectrum for the same quantities shows that their dynamics is dominated by long timescales.