“…Urban regions are undoubtedly complex, which especially applies to urban spatial structure representing the distribution of human activities (e.g., Angel & Blei, 2016, Craig, Kohlhase, & Perdue, 2016, Parr, 2014, Scott & Storper, 2015, Spencer, 2015, Yang, French, Holt, & Zhang, 2012. Whereas several studies analyze metropolitan areas as two-dimensional geographic spaces, that is, in the sense of identifying urban and suburban densifications of economic activity (e.g., Arribas-Bel, Ramos, & Sanz-Gracia, 2015, Giuliano & Small, 1991, Krehl, 2018, McMillen, 2001, Riguelle et al, 2007, examining the multidimensionality of metropolitan areas' urban spatial structure has mainly been done with theory-led, quantitative means of analysis (e.g., Adolphson, 2010, Appold, 2015, Arribas-Bel & Sanz-Gracia, 2014, Roca Cladera, Marmolejo Duarte, & Moix, 2009. Within these and similar contributions, much work has been devoted to theoretical and empirical aspects of the distribution of socioeconomic activity and land uses.…”