Spatial modelling of the relationship between the urban form and population data
Year: 2025
Type: conference-paper
Abstract: This study examines methods for modelling relationships between urban form patterns and socio-demographic characteristics using spatially explicit architecture. By comparing linear and nonlinear dimensionality reduction techniques alongside geographically weighted prediction models, we analyse the interplay between population and morphological patterns in Czechia. The study combines a morphometric classification of over 4 million buildings with detailed 2021 Census data at the basic settlement unit level. This methodological framework evaluates the effectiveness of various modelling approaches contributing to our understanding of the relationship between people and their built environment.
Authors: Brázdová, Anna, Winkler, Lisa, Fleischmann, Martin
Institutions: Charles University, University of Freiburg
Language: English
Subfield: Building and Construction
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6893250498
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