Sensing climate justice
A multi-hyper graph approach for classifying urban heat and flood vulnerability through street view imagery
Bibliographic Data
| ID | 21234889 |
|---|---|
| Authors | Pengyuan Liu (0000-0002-5443-5910), Binyu Lei (0000-0002-8501-3104, National University of Singapore), Weiming Huang (0000-0002-3208-4208, Lund University), Filip Biljecki (0000-0002-6229-7749, National University of Singapore), Yuan Wang (0000-0003-1439-5288, National University of Singapore), Siyu Li (0000-0003-2198-7548, National University of Singapore), Rudi Stouffs (0000-0002-4200-5833, National University of Singapore, corresponding author) |
| Year | 2025 |
| Volume | 118 |
| Pages | 106016 |
| Publication date | 2025-01-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sustainable Cities and Society (JOURNAL) |
| Journal identifiers | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2024.106016 |
| OpenAlex | W4405235203 |
| Language | EN |
| Citations received | 7 |
| References cited | 115 |
Computer security · Environmental planning · Flood myth · Geography · Graph · Meteorology · Remote sensing · Urban heat island · Computer Science · Environmental Science · Flood Risk Assessment and Management · Land Use and Ecosystem Services · Urban Heat Island Mitigation · Theoretical Computer Science
Urban morphology as a driver of urban sustainability trade-offs and synergies
Assessing flood and waterlogging vulnerability and community governance in urban villages in the context of climate change
From physical surfaces to human-centric heat stress
A Graph-Based Human-Centered GeoAI for Understanding Street-Level Environment and Traffic Accident Frequency with Street View Imagery
An explainable deep neural network with frequency-aware channel and spatial refinement for flood prediction in sustainable cities
Urban greening, heat resilience, and economic activity in city cores
Artificial intelligence applications in urban extreme heat management
Mathematical methods of statistics
Encyclopedia of Quality of Life and Well-Being Research
High-Resolution Air Pollution Mapping with Google Street View Cars
Trees Grow on Money
Constructing the Spatial Weights Matrix Using a Local Statistic
Global urban population exposure to extreme heat
The Cityscapes Dataset for Semantic Urban Scene Understanding
Hot weather and heat extremes
Assessing street-level urban greenery using Google Street View and a modified green view index
Using Google Street View to Audit Neighborhood Environments
DeepLab
Enhancing urban flood resilience
Climate Justice in a Climate Changed World
Towards generating network of bikeways from Mapillary data
A spatially-explicit sensitivity analysis of urban definitions
Using google street view to reveal environmental justice
Street view imagery in urban analytics and GIS
Semantic Riverscapes
Classifying and mapping residential structure through the London Output Area Classification
Explainable spatially explicit geospatial artificial intelligence in urban analytics
Archetypes of local governance for flood risk reduction decision-making under uncertain climate change futures
Does green infrastructure affect housing prices via extreme heat and air pollution mitigation? A focus on green and climate gentrification in Los Angeles County, 2000-2021
City2vec
A novel parametric workflow for simulating urban heat island effects on residential building energy use
Climate adaptation investments
Towards Human-centric Digital Twins
Roadmap towards justice in urban climate adaptation research
Heat waves and floods in urban areas
Promoting Environmental Justice Through Urban Green Space Access
Examination of land use/land cover changes, urban growth dynamics, and environmental sustainability in Chittagong city, Bangladesh
Understanding urban perception with visual data
The internal structure of Greater London
Conceptualizing urban vulnerability to global climate and environmental change
Urban climate justice
From environmental to climate justice
Combining hazard, exposure and social vulnerability to provide lessons for flood risk management
Accessibility of flood risk insurance in the UK
Virtual and actual
Contesting climate justice in the city
A survey of urban climate change experiments in 100 cities
Climate justice and global cities
Urban density and the urban forest
Mapping the data shadows of Hurricane Sandy
Assessing urban flooding vulnerability with an emergy approach
Machine learning in geography-Past, present, and future
The emerging geographies of climate justice
The Twilight of the Census
A Computer Movie Simulating Urban Growth in the Detroit Region
Critical climate justice
Urban Visual Intelligence
| Unique citing works | 7 |
|---|---|
| Citations per year | 7 |
| Citation span | 2025 - 2026 (2) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 5 |