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Article-Journal
EUBUCCO v0.1: European building stock characteristics in a common and open database for 200+ million individual buildings
Building stock management is becoming a global societal and political issue, inter alia because of growing sustainability concerns. …
Nikola Milojevic-Dupont
,
Felix Wagner
,
Florian Nachtigall
,
Jiawei Hu
,
Geza Boi Brüser
,
Marius Zumwald
,
Filip Biljecki
,
Niko Heeren
,
Lynn H. Kaack
,
Peter-Paul Pichler
,
Felix Creutzig
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DOI
Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image
With the rise of GeoAI research, streetscape imagery has received extensive attention due to its comprehensive coverage, abundant …
Yan Zhang
,
Pengyuan Liu
,
Filip Biljecki
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Code
DOI
Towards Human-centric Digital Twins: Leveraging Computer Vision and Graph Models to Predict Outdoor Comfort
Conventional sidewalk studies focused on quantitative analysis of sidewalk walkability at a large scale which cannot capture the …
Pengyuan Liu
,
Tianhong Zhao
,
Junjie Luo
,
Binyu Lei
,
Mario Frei
,
Clayton Miller
,
Filip Biljecki
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DOI
Exploring spatiotemporal pattern and agglomeration of road CO2 emissions in Guangdong, China
Road transport is a prominent source of carbon emissions. However, fine-grained regional estimations on road carbon dioxide (CO2) …
Xingdong Deng
,
Chen Wangyang
,
Qingya Zhou
,
Yuming Zheng
,
Hongbao Li
,
Shunyi Liao
,
Filip Biljecki
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DOI
Challenges of Urban Digital Twins: A Systematic Review and a Delphi Expert Survey
Many challenges to operate digital twins remain, hindering their design and implementation, and are rarely discussed. Furthermore, …
Binyu Lei
,
Patrick Janssen
,
Jantien Stoter
,
Filip Biljecki
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DOI
InstantCITY: Synthesising morphologically accurate geospatial data for urban form analysis, transfer, and quality control
Generative Adversarial Network (GAN) is widely used in many generative problems, including in spatial information sciences and urban …
Abraham Noah Wu
,
Filip Biljecki
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DOI
Mining real estate ads and property transactions for building and amenity data acquisition
Acquiring spatial data of fine and dynamic urban features such as buildings remains challenging. This paper brings attention to real …
Chen Xinyu
,
Filip Biljecki
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DOI
Sensing urban soundscapes from street view imagery
A healthy acoustic environment is an essential component of sustainable cities. Various noise monitoring and simulation techniques have …
Tianhong Zhao
,
Liang Xiucheng
,
Wei Tu
,
Zhengdong Huang
,
Filip Biljecki
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Dataset
DOI
Incorporating Networks in Semantic Understanding of Streetscapes: Contextualising Active Mobility Decisions
Planning for active mobility satisfies many fundamental tenets of good urban design and planning. However, planning for active mobility …
Winston Yap
,
Jiat Hwee Chang
,
Filip Biljecki
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DOI
A comprehensive framework for evaluating the quality of street view imagery
Street view imagery (SVI) is increasingly in competition with traditional remote sensing sources and assuming its domination in myriads …
Hou Yujun
,
Filip Biljecki
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DOI
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