Identifying urban form typology of residential areas in major cities in South Korea using clustering

Abstract

In South Korea, cities have experienced rapid development, resulting in diverse urban form patterns. While the typology approach has emerged for identifying different patterns for better understanding of urban development, typology studies are still lacking for Korean cities. This study identifies and compares urban form typologies for residential blocks in major Korean cities using clustering. Two cities are analysed which represent distinct regional city characteristics and planning themes in Korea: Seoul and Jeju. In each city, physical form data are collected in the Geographic Information Systems (GIS) format for calculating and analysing residential blocks. Urban form variables and principal components were analysed and used for K-means clustering. The results of clusters are then interpreted as urban form typologies. The identified urban form typologies in the two cities show the similarities and differences of typologies between the cities providing insights in the influences of regional characteristics, such as natural environment, culture, and of the planning patterns on urban form development patterns. The findings provide a better understanding of diverse urban forms in the three cities and their different local identities. The typologies can be utilized as references for urban and policy makers for sustainable planning and design.