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Igra Ustvarjalnosti
Article . 2024 . Peer-reviewed
Data sources: Crossref
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Igra Ustvarjalnosti
Article . 2024
Data sources: DOAJ
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From Analysis to Classification: Automation of Residential Building Classification Using GIS Tools

Authors: Mara Vogrinec; Simon Koblar; Alenka Fikfak; Janez P. Grom;

From Analysis to Classification: Automation of Residential Building Classification Using GIS Tools

Abstract

The research focuses on the development of a GIS analytical tool for the classification of residential buildings, designed to support spatial planning and urban analysis in Slovenia. Traditional spatial data analysis methods are time-consuming and often rely on manual procedures, limiting their efficiency and applicability for large-scale projects. Developed tool integrates morphological analysis within a GIS environment to enable the automated classification of buildings based on various typologies and patterns, representing a significant advancement in the automation and standardization of spatial data analysis. The tool integrates data from the real estate cadastre with established rules from literature, allowing for consistent classification of buildings into detached and connected types, with further classification by typology and building pattern. The development process utilized PostgreSQL with the PostGIS extension for data processing and QGIS for visualization, ensuring accessibility through open-source software. The tool was tested in three Slovenian cities - Maribor, Velenje, and Škofja Loka - where it proved to be reliable and adaptable to local conditions. Results show that the GIS tool simplifies the work of spatial planners and supports sustainable urban development, as it facilitates monitoring urban growth and adjusting spatial policies based on precise building data. The development of such tools in Slovenia offers significant potential, as it enhances existing spatial data and allows for future improvements.

Keywords

residential building typology, postgresql, NA9000-9428, HT165.5-169.9, morphology, slovenia, Aesthetics of cities. City planning and beautifying, gis, City planning, building cadastre

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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