A graph-based approach for the structural analysis of road and building layouts
TypeArticles dans des revues avec comité de lecture
A better understanding of the relationship between the structure and functions of urban and suburban spaces is one of the avenues of research still open for geographical information science. The research presented in this paper develops several graph-based metrics whose objective is to characterize some local and global structural properties that reflect the way the overall building layout can be cross-related to the one of the road layout. Such structural properties are modeled as an aggregation of parcels, buildings, and road networks. We introduce several computational measures (Ratio Minimum Distance, Minimum Ratio Minimum Distance, and Metric Compactness) that respectively evaluate the capability for a given road to be connected with the whole road network. These measures reveal emerging sub-network structures and point out differences between less-connective and moreconnective parts of the network. Based on these local and global properties derived from the topological and graph-based representation, and on building density metrics, this paper proposes an analysis of road and building layouts at different levels of granularity. The metrics developed are applied to a case study in which the derived properties reveal coherent as well as incoherent neighborhoods that illustrate the potential of the approach and the way buildings and roads can be relatively connected in a given urban environment. Overall, and by integrating the parcels and buildings layouts, this approach complements other previous and related works that mainly retain the configurational structure of the urban network as well as morphological studies whose focus is generally limited to the analysis of the building layout.
Files in this item
Showing items related by title, author, creator and subject.
MERIEN, Thibaud; BELLEKENS, Xavier; BROSSET, David; CLARAMUNT, Christophe (IEEE, 2018)Computer networks are ubiquitous and growing exponentially, with a predicted 50 billion devices connected by 2050. This tremendous growth dramatically increases the attack surface of both private and public networks. These ...
THENINT, Thibaud; BALMES, Etienne; CORUS, Mathieu (2012)Modal characteristics of non-linear system are typically studied through response to harmonic excitation and using various definitions of non-linear modes. However, few results are available for systems under broadband ...
PRADERE, Christophe; JOANICOT, Mathieu; BATSALE, Jean-Christophe; TOUTAIN, Jean; GOURDON, Christophe (Lavoisier, Taylor & Francis, 2006)This work is devoted to the first analysis of temperature fields related to chemical microfluidic reactors. The heat transport around and inside a microchannel is both convective and diffusive with spatial distribution of ...
AFYOUNI, Imad; RAY, Cyril; ILARRI, Sergio; CLARAMUNT, Christophe (Elsevier, 2014)Continuous location-dependent queries are key elements for the development of location-based and context aware services. While most works on location-dependent query processing have been mainly oriented towards outdoor ...
TOMKO, Martin; WINTER, Stephan; CLARAMUNT, Christophe (Elsevier, 2008)Mental representations of spatial knowledge are organized hierarchically. Among people familiar with an urban environment, common spatial knowledge from these spatial mental representations enables successful communication ...