Modeling vibrant areas at nighttime
A machine learning-based analytical framework for urban regeneration
Bibliographic Data
| ID | 21229935 |
|---|---|
| Authors | Man Jiang Shi (Southwest University of Science and Technology), Qi Cao (0000-0001-6524-3626, École Centrale de Nantes, corresponding author), Anton Van Rompaey (0000-0001-5435-6887, KU Leuven), Moqiao Pu (Southwest University of Science and Technology), Baisong Ran (Southwest University of Science and Technology) |
| Year | 2023 |
| Volume | 99 |
| Pages | 104920 |
| Publication date | 2023-12-01 |
| 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.2023.104920 |
| OpenAlex | W4386476015 |
| Language | EN |
| Citations received | 11 |
| References cited | 70 |
Civil engineering · Economic growth · Environmental planning · Geography · Land use · Nightlife · Political science · Population · Redevelopment · Sociology · Transport engineering · Urban planning · Urban regeneration · Urbanization · Computer Science · Engineering · Impact of Light on Environment and Health · Night-time city culture · Urban Transport and Accessibility
Residents’ seasonal behavior patterns and spatial preferences in public open spaces of severely cold regions
Quantifying the impact of heatwaves on urban nighttime economic activities using daily nighttime lights data in China
Does urban renewal program increase urban vitality? Causal evidence from Beijing City, China
Identification of 71 factors influencing urban vitality and examination of their spatial dependence
Exploring non-linear urban vibrancy dynamics in emerging new towns
Sustainable urban policy development in hill cities
Predicting urban vitality and pedestrian road safety in urban areas based on machine learning
Consumption after dark exploring spatio-temporal patterns of spending in the night-time economy
Beyond static brightness
An interpretable stratified weighted network for uncovering spatially heterogeneous correlations between the built environment and nighttime urban vitality
A digital twin platform for the cocreation of urban regeneration projects. A case study in Morocco
Machine learning
Thirty years of urban regeneration in Britain, Germany and France
Urban form revisited—Selecting indicators for characterising European cities
Conceptualizing smart city with dimensions of technology, people, and institutions
Measuring Economic Growth from Outer Space
A machine learning-based method for the large-scale evaluation of the qualities of the urban environment
Monitoring the Spatiotemporal Trajectory of Urban Area Hotspots Using the SVM Regression Method Based on NPP-Viirs Imagery
Socioeconomic and Environmental Impacts on Regional Tourism across Chinese Cities
The potential of nighttime light remote sensing data to evaluate the development of digital economy
Modelling urban form
Algorithmic urban planning for smart and sustainable development
Extracting the Planning Elements for Sustainable Urban Regeneration in Dubai with AHP (Analytic Hierarchy Process)
Towards regenerative neighbourhoods
Spatial relationship between land development pattern and intra-urban thermal variations in Taipei
Exploring the spatiotemporal patterns and correlates of urban vitality
Spatially explicit assessment on urban vitality
Street vitality and built environment features
Urban design for sustainability
Cities and the Night-time Economy
Night Cultures, Night Economies
A review of recent studies on sustainable urban renewal
Planning rules for a self-planned city
Contribution of urban design to economic sustainability of urban renewal projects in Hong Kong
Night-time mobilities and (in)justice in London
LandScan USA
Affordable Housing Plans in London and New York
Urban renewal in Hong Kong
Analyzing driving factors of land values in urban scale based on big data and non-linear machine learning techniques
Sustainability of urban regeneration projects
Redeveloping the fifth quarter
Spatiotemporal distribution characteristics and mechanism analysis of urban population density
Is the development control legal framework conducive to a sustainable dense urban development in Hong Kong
Theorising Urban Playscapes
Beyond night-time economy
Three generations of urban renewal policies
Making a city
Calibration of Cellular Automata by Using Neural Networks for the Simulation of Complex Urban Systems
The Analytic Hierarchy Process (AHP) Approach for Assessment of Urban Renewal Proposals
| Unique citing works | 11 |
|---|---|
| Citations per year | 5,5 |
| Citation span | 2024 - 2026 (3) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 10 |