 However, the observed MFD does not produce the full MFD function in the congested region of higher densities.Most beneficially though, the MFD function of a city network was shown to be independent of the traffic demand.Thus, through the continuous collection of traffic flow data the MFD for urban neighborhoods and cities can be obtained and used for analysis and traffic engineering purposes.