Is bigger better? A machine learning reassessment of urban sprawl and energy utilisation efficiency
Bibliographic Data
| ID | 7173983 |
|---|---|
| Authors | Yijie Li (0000-0001-6188-8152, Shanghai University of Finance and Economics), Jiansheng You (0009-0002-6689-0686, Shanghai University of Finance and Economics, corresponding author), Shi Chen (0000-0003-0537-3730, Shanghai University of Finance and Economics), Yixiong Huang (0000-0001-8541-3602, Asia Society) |
| Year | 2025 |
| Volume | 169 |
| Pages | 106534-106534 |
| Publication date | 2025-10-16 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Cities (JOURNAL) |
| Journal identifiers | ISSN: 0264-2751 • E-ISSN: 1873-6084 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.cities.2025.106534 |
| OpenAlex | W7091688081 |
| Language | EN |
| Citations received | 1 |
| References cited | 77 |
Efficient energy use · Energy (signal processing · Urban region · Urban sprawl · Urban Sustainability · Housing Market and Economics · Land Use and Ecosystem Services · Urban Transport and Accessibility
Chapter 48 Micro-foundations of urban agglomeration economies
Double/debiased machine learning for treatment and structural parameters
Causes of Sprawl
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Can polycentric urban morphology improve transportation carbon emission efficiency? Evidence from 285 Chinese cities, 2005–2020
Expansion of Urban Space and Land Use Control in the Process of Urbanization
Urban green infrastructure as a tool for controlling the resilience of urban sprawl
Defining urban sprawl
Urban sprawl and productivity
Urban sprawl and firm green total factor productivity
Towards a sustainable future
Forecasting sustainable development goals scores by 2030 using machine learning models
Sustainable development through digital innovation
Urbanization of Capital or Capitalization on Urban Land? Land Development and Local Public Finance in Urbanizing China
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A mechanics-based theoretical framework of urban sprawl force
Analysis of the urban growth pattern through spatial metrics; Ankara City
Does a more compact urban center layout matter in reducing household carbon emissions? Evidence from Chinese cities
Rural typology dynamics and drivers in peripheral areas
Delineating urban growth boundaries by coupling urban interactions and ecological conservation
Expansion of city scale, traffic modes, traffic congestion, and air pollution
Transportation energy consumption decreases despite urban sprawl
Examination of the relationship between urban form and urban eco-efficiency in china
Towards sustainability
Exploring the effect of urban sprawl on carbon dioxide emissions
Energy footprint of the city
How the relationship between socio-demographics, residential environments and travel influence commuter choices
Social Exclusion and Urban Sprawl
Estimating the relationship between urban forms and energy consumption
| Unique citing works | 1 |
|---|---|
| Citations per year | 1 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 1 |