Article-Journal

Unsupervised machine learning in urban studies: A systematic review of applications
Unsupervised learning (UL) has a long and successful history in untangling the complexity of cities. As the counterpart of supervised …
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Unsupervised machine learning in urban studies: A systematic review of applications
A review of spatially-explicit GeoAI applications in Urban Geography
Urban Geography studies forms, social fabrics, and economic structures of cities from a geographic perspective. Catalysed by the …
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A review of spatially-explicit GeoAI applications in Urban Geography
3D building metrics for urban morphology
Urban morphology is important in a broad range of investigations across the fields of city planning, transportation, climate, energy, …
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3D building metrics for urban morphology
3D building reconstruction from single street view images using deep learning
3D building models are an established instance of geospatial information in the built environment, but their acquisition remains …
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3D building reconstruction from single street view images using deep learning
Free and open source urbanism: Software for urban planning practice
Free and open source tools present numerous opportunities to support current urban planning practice. However, their overview is …
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Free and open source urbanism: Software for urban planning practice
ifc2indoorgml: An open-source tool for generating IndoorGML from IFC
The interest in 3D indoor models has been continuously growing. Most such models are made available as point clouds or BIM (e.g., IFC), …
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ifc2indoorgml: An open-source tool for generating IndoorGML from IFC
Infrared thermography in the built environment: A multi-scale review
The paper presents a review on major contributions in infrared thermography to study the built environment at multiple scales. To …
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Infrared thermography in the built environment: A multi-scale review
Global Building Morphology Indicators
Characterising and analysing urban morphology is a continuous task in urban data science, environmental analyses, and many other …
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Global Building Morphology Indicators
Population estimation beyond counts---Inferring demographic characteristics
Mapping population distribution at a fine spatial scale is essential for urban studies and planning. Numerous studies, mainly supported …
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Population estimation beyond counts---Inferring demographic characteristics
GANmapper: geographical data translation
We present a new method to create spatial data using a generative adversarial network (GAN). Our contribution uses coarse and widely …
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GANmapper: geographical data translation