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Article-Journal
A graph neural network for small-area estimation: integrating spatial regularisation, heterogeneous spatial units, and Bayesian inference
Fine-resolution spatial analytics are essential for urban planning and policy-making, yet traditional small-area estimation often …
Pengyuan Liu
,
Yang Chen
,
Xiucheng Liang
,
Hao Li
,
Filip Biljecki
,
Rudi Stouffs
PDF
Cite
Code
DOI
GeoAI: Beyond mapping earth and cities through explainability, adaptability, and sustainability
Geospatial artificial intelligence (GeoAI) is reshaping our understanding of Earth and urban systems by integrating advanced artificial …
Yongze Song
,
Filip Biljecki
,
Gustau Camps-Valls
,
Peter M. Atkinson
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DOI
Enhancing urban digital twin interfaces to support thermal comfort planning
Urban Digital Twins (UDTs) integrate multilayered spatial data to support urban planning and climate adaptation efforts. Although UDTs …
D Wang
,
J Lim
,
Marcel Ignatius
,
Kunihiko Fujiwara
,
B G Gottkehaskamp
,
Filip Biljecki
,
N H Wong
,
C Miller
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DOI
The Cool, Quiet City machine learning competition: Overview and results
The prediction of thermal and noise-based preferences in the urban context is valuable in characterizing interventions to mitigate the …
C Miller
,
M Ibrahim
,
I S Akbar
,
B Picchetti
,
Y X Chua
,
Mario Frei
,
Filip Biljecki
,
A Chong
,
Matias Quintana
,
C Fu
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DOI
Walking the heat: why thermal walks matter for high resolution microclimate mapping
High-resolution microclimate maps are critical for advancing urban climate resilience strategies by providing detailed spatial insights …
B G Gottkehaskamp
,
Marcel Ignatius
,
J Lim
,
Kunihiko Fujiwara
,
C Hepf
,
Filip Biljecki
,
C Miller
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DOI
Drivers of day-night intra-surface urban heat island variations under local extreme heat: A case study of Singapore
Urban areas face significant challenges from extreme heat and urban heat islands (UHIs), which often interact and intensify each other …
Siyu Li
,
Filip Biljecki
,
Pengyuan Liu
,
Rudi Stouffs
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DOI
A methodological review of the assessment of urban greenery exposure
Greenery plays a vital role in urban environments, providing numerous benefits through diverse pathways. Various metrics and …
Dongwei Liu
,
Yi Lu
,
Filip Biljecki
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DOI
VoxCity: A seamless framework for open geospatial data integration, grid-based semantic 3D city model generation, and urban environment simulation
Three-dimensional urban environment simulation is a powerful tool for informed urban planning. However, the intensive manual effort …
Kunihiko Fujiwara
,
Ryuta Tsurumi
,
Tomoki Kiyono
,
Zicheng Fan
,
Xiucheng Liang
,
Binyu Lei
,
Winston Yap
,
Koichi Ito
,
Filip Biljecki
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Code
Dataset
Project
DOI
OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery
Building properties, such as height, usage, and material, play a crucial role in spatial data infrastructures, supporting various urban …
Xiucheng Liang
,
Jinheng Xie
,
Tianhong Zhao
,
Rudi Stouffs
,
Filip Biljecki
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Code
Dataset
DOI
Global urban visual perception varies across demographics and personalities
Understanding people’s preferences is crucial for urban planning, yet current approaches often combine responses from multi-cultural …
Matias Quintana
,
Youlong Gu
,
Xiucheng Liang
,
Yujun Hou
,
Koichi Ito
,
Yihan Zhu
,
Mahmoud Abdelrahman
,
Filip Biljecki
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Code
Dataset
DOI
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