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Article-Journal
Visual determinants of outdoor thermal comfort: integrating explainable AI and perceptual assessments
Outdoor thermal comfort is a crucial determinant of urban space quality. While research has developed various heat indices, such as the …
Lujia Zhu
,
Holly W. Samuelson
,
Filip Biljecki
,
Chun Liang Tan
,
Nyuk Hien Wong
,
Yu Qian Ang
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DOI
Urban AI for a sustainable built environment: Progress and future directions
Urban areas stand at the forefront of the climate crisis, facing escalating environmental pressures, growing social inequalities, and …
Steffen Knoblauch
,
Hao Li
,
Filip Biljecki
,
Wenwen Li
,
Alexander Zipf
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DOI
BuildingMultiView: Powering multi-scale building characterization with large language models and Multi-perspective imagery
Buildings play a crucial role in shaping urban environments, influencing their physical, functional, and aesthetic characteristics. …
Zongrong Li
,
Yunlei Su
,
Filip Biljecki
,
Wufan Zhao
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DOI
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
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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
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