A machine learning-based mediation analysis of urban form influences on building energy use
Evidence from Seoul, South Korea
Bibliographic Data
| ID | 19486602 |
|---|---|
| Authors | Parth Bansal (Dalhousie University), Steven J Quan (0000-0001-9841-4823, Seoul National University, corresponding author) |
| Year | 2026 |
| Volume | 144 |
| Pages | 107353 |
| Publication date | 2026-07-01 |
| 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.2026.107353 |
| OpenAlex | W7148304482 |
| Language | EN |
| Citations received | 1 |
| References cited | 62 |
Building energy simulation · Energy (signal processing) · Energy conservation · Insolation · Mediation · Microclimate · Urban heat island · Building Energy and Comfort Optimization · Urban Heat Island Mitigation · Wind and Air Flow Studies
Statistics versus machine learning
The urban energy balance
A review on buildings energy consumption information
Energy consumption and urban texture
Using cool pavements as a mitigation strategy to fight urban heat island—A review of the actual developments
Accessibility to urban parks for elderly residents
Local Climate Zones for Urban Temperature Studies
An exploration of the relationship between density and building energy performance
The impact of urban vegetation morphology on urban building energy consumption during summer and winter seasons in Nanjing, China
Effects of urban vegetation on microclimate and building energy demand in winter
A GIS-statistical approach for assessing built environment energy use at urban scale
Interpreting complex relationships between urban and meteorological factors and street-level urban heat islands
Revealing the mechanism of urban morphology affecting residential energy efficiency in Seoul, Korea
Positivity and difference of influence of built environment around urban park on building energy consumption
A parametric sensitivity analysis of the influence of urban form on domestic energy consumption for heating and cooling in a Mediterranean city
Understanding aggregate human mobility patterns using passive mobile phone location data
Influence of built environment on building energy consumption
Who lives in and owns cold homes? A case study of fuel poverty in Seoul, South Korea
| Unique citing works | 1 |
|---|---|
| Citations per year | 1 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |