about
our research group
principal investigator
people
our seminars
news
publications
geospatial resources
our data+code
global streetscapes
global building morphology indicators
roofpedia
open building data
3d city index
open data SG
join
openings
why us
application guide
student initiated projects
fellowships
contact
GeoAI
Introducing Global Streetscapes
A big open dataset with 10M images, together with a paper in the ISPRS Journal of Photogrammetry and Remote Sensing. And more.
Urban Analytics Lab
2024-07-18
4 min read
New paper: Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography
International Journal of Applied Earth Observation and Geoinformation publishes our collaborative extensive systematic review.
Urban Analytics Lab
2024-04-11
3 min read
New paper: Microclimate spatio-temporal prediction using deep learning and land use data
Building and Environment publishes our collaborative paper that presents a new method to interpolate microclimate data at a detailed spatial and temporal resolution.
Urban Analytics Lab
2024-03-04
3 min read
The GeoAI handbook is out and we are proudly part of it
A new consolidated effort of the Geospatial AI community and our contribution focused on Urban Sensing.
Urban Analytics Lab
2023-12-17
2 min read
New paper: Explainable spatially explicit geospatial artificial intelligence in urban analytics
Environment and Planning B publishes our position paper on explainable spatially explicit GeoAI.
Urban Analytics Lab
2023-09-29
2 min read
New paper: Insights in a city through the eyes of Airbnb reviews: Sensing urban characteristics from homestay guest experiences
Cities publishes our work on uncovering a new use case of a nascent form of user-generated geographic information.
Urban Analytics Lab
2023-06-06
2 min read
New paper: Revealing spatio-temporal evolution of urban visual environments with street view imagery
Landscape and Urban Planning publishes our work on a new use case of street-level imagery and its temporal aspect.
Urban Analytics Lab
2023-05-18
2 min read
New paper: Automatic assessment of public open spaces using street view imagery
Cities publishes our work on using unconventional (off-road) street-level imagery for a new use case.
Urban Analytics Lab
2023-04-23
3 min read
New paper: Knowledge and Topology
ISPRS Journal of Photogrammetry and Remote Sensing publishes our work ‘A Two Layer Spatially Dependent Graph Neural Networks to Identify Urban Functions with Time-series Street View Image’.
Urban Analytics Lab
2023-03-17
3 min read
New paper: Towards Human-centric Digital Twins: Leveraging Computer Vision and Graph Models to Predict Outdoor Comfort
Sustainable Cities and Society publishes our novel work on spatio-temporal-explicit GeoAI to predict human outdoor comfort.
Urban Analytics Lab
2023-03-11
2 min read
New paper: InstantCITY
ISPRS Journal of Photogrammetry and Remote Sensing publishes our novel work on synthesising morphologically accurate geospatial data for urban form analysis, transfer, and quality control.
Urban Analytics Lab
2022-12-04
3 min read
New paper: Mining real estate ads and property transactions for building and amenity data acquisition
Urban Informatics publishes our novel method on collecting data on buildings, which are essential for many domains.
Urban Analytics Lab
2022-11-24
2 min read
New paper: Sensing urban soundscapes from street view imagery
Computers, Environment and Urban Systems publishes our research on developing a new use case of street view imagery.
Urban Analytics Lab
2022-11-21
2 min read
New paper: Incorporating Networks in Semantic Understanding of Streetscapes
Environment and Planning B publishes our novel research on contextualising active mobility decisions.
Urban Analytics Lab
2022-11-19
2 min read
New paper: A comprehensive framework for evaluating the quality of street view imagery
The Int’l J of Applied Earth Observation and Geoinformation publishes our development of the first method to assess the quality of street view imagery.
Urban Analytics Lab
2022-11-14
3 min read
New paper: Water View Imagery
Ecological Indicators publishes our latest work on introducing a new kind of urban visual perspective for perception and evaluation studies of waterscapes worldwide.
Urban Analytics Lab
2022-11-05
3 min read
New paper: Semantic Riverscapes
Landscape and Urban Planning publishes our novel workflow for visual analysis of urban river landscapes by combining UAV oblique photography with CV and VR.
Urban Analytics Lab
2022-09-23
3 min read
New paper: Generative Adversarial Networks in the built environment: A comprehensive review of the application of GANs across data types and scales
Building and Environment publishes our new review paper.
Urban Analytics Lab
2022-08-22
2 min read
New paper: Unsupervised machine learning in urban studies: A systematic review of applications
Cities publishes our review paper in the domain of machine learning.
Urban Analytics Lab
2022-08-20
2 min read
New paper: A review of spatially-explicit GeoAI applications in Urban Geography
International Journal of Applied Earth Observation and Geoinformation publishes our new review paper.
Urban Analytics Lab
2022-08-12
2 min read
Introducing the Global Building Morphology Indicators
A paper on our latest project has been published in Computers, Environment and Urban Systems. And more.
Urban Analytics Lab
2022-05-05
3 min read
Cite
×