Understanding cities by looking at their built forms

M-GEO
M-SE
Potential supervisors
M-SE Core knowledge areas
Spatial Information Science (SIS)
Topic description

How much could we know about cities by only inspecting their physical forms? Studying the dynamic and intertwined urban processes, the formation, evolution, transition and deformation of various urban entities, has never been straightforward. These urbanization processes are partly hidden within, yet still manifested by, the physical forms of cities. The fundamental assumption in the study of urban morphology is that we can make inference about urban characters, such as their historical development process, socio-economic status, ecology, etc., by examining their physical appearances. In order to take advantage of the information nested in the urban morphology and extend our scope of knowledge about city forms, we can shift our view away from the ground to a synoptic perspective so that the typology of physical patterns can be systematically examined.

Pioneered by early efforts of geographers Otto Schlüter and Michael Robert Günter Conzen, studying the urban morphology at the city scale brings the opportunities to understand the hiatus and growth of cities by only looking at their physical forms. Yet, these efforts were largely qualitative and relied on roughly depicted urban forms.

For an improved scientific understanding of urban morphology, the quantitative depiction of urban elements such as buildings, plots and streets are demanded. Today, we do have data about urban elements at various levels of details in digital format, even in 3D, which we can feed into digital models to characterize urban morphological types, and further link physical forms to different aspect of cities in a quantitative manner. This also means that such approach requires a lot of computation power but can be deployed on our Geospatial Computing Platform at ITC.

Topic objectives and methodology

You will be using urban elements, such as buildings, streets, and open spaces as the major urban elements to understand how different aspects of cities can be manifested only by characterizing urban morphological types in terms of their morphology. We follow a 4-step technical approach to accomplish this:

  1. Collecting and mapping urban elements, such as buildings and streets,
  2. Measuring building and street network morphology at both 2D and 3D by adopting various predefined morphometrics applicable to building footprint polygons extracted.
  3. Classifying measured building and street morphology into morphological types (as shown in the figure), which can be linked to socioeconomic status of cities as well as historical development processes.
  4. Interpreting and discussing the role of urban morphology in understanding cities in different aspects other than the physical form, e.g. socio-economics, well-being, environmen/ecology, etc., and its implications for urban planning and management.

You will be able to use open data and open tools (Python preferably) throughout the analysis, and also encouraged to try advanced data science based techniques to achieve several technical steps during your research.