A machine learning framework for urban heat mitigation in informal settlements
Climate-resilient planning in Kabul, Afghanistan
Bibliographic Data
| ID | 21233146 |
|---|---|
| Authors | Emal Ahmad Hussainzad (0000-0002-5100-6352, Wuhan University), Zhonghua Gou (0000-0001-9627-4724, Wuhan University, corresponding author) |
| Year | 2025 |
| Volume | 133 |
| Pages | 106845 |
| Publication date | 2025-10-01 |
| 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.2025.106845 |
| OpenAlex | W4414444211 |
| Language | EN |
| Citations received | 5 |
| References cited | 66 |
Arid · Climate change · Human settlement · Informal settlements · Population · Urban climate · Urban heat island · Urban planning · Building Energy and Comfort Optimization · Climate Change and Health Impacts · Urban Heat Island Mitigation
Indoor–Outdoor Heat Stress, Housing Characteristics, and Health Outcomes in an Informal Settlement
Thermal inequity driven by informality
From data to impact
What heats cosmopolitan cities in summer? A remote sensing and AI study of land surface temperature drivers
Structural equation models of urban sprawl impacts on heat-exacerbated health outcomes
Climate change in cities due to global warming and urban effects
On the influence of density and morphology on the Urban Heat Island intensity
Detecting Multicollinearity in Regression Analysis
Impacts of Urban Morphology on Seasonal Land Surface Temperatures
A global (South) collective burden
Exploring the heterogeneity in relationship between heat exposure and land development in Mumbai, India
Urban morphology in China
Influence of urban morphological characteristics on thermal environment
Exploring the impact of urban features on the spatial variation of land surface temperature within the diurnal cycle
Interpreting complex relationships between urban and meteorological factors and street-level urban heat islands
Exploring the scale effect of urban thermal environment through XGBoost model
Examining the suitability of the local climate zones (LCZ) framework in informal urban settlements
The impacts and thresholds detection of 2D/3D urban morphology on the heat island effects at the functional zone in megacity during heatwave event
Urban form and green space structure as drivers of urban heat mitigation
Exploring the seasonal effects of urban morphology on land surface temperature in urban functional zones
Impact mechanisms of 2D and 3D spatial morphologies on urban thermal environment in high-density urban blocks
Revealing the impact of urban spatial morphology on land surface temperature in plain and plateau cities using explainable machine learning
Fringe more than context
Effects of the Nature of Urban Development on Land Surface Temperature (LST) at the Neighbourhood Scale in Dhaka City, Bangladesh
An Overview of Informal Settlement Upgrading Strategies in Kabul City and the Need for an Integrated Multi-Sector Upgrading Model
Effects of Informal Settlement Upgrading in Kabul City, Afghanistan
Formalization of Informal Settlements
Building Resilience to Climate Change in Informal Settlements
Disproportionately higher exposure to urban heat in lower-income neighborhoods
Institutionalisation of urban climate adaptation
Sustainable Placemaking and Thermal Comfort Conditions in Urban Spaces
| Citations per year | 5 |
|---|---|
| Citation span | 2026 - 2026 (1) |
| Highly cited | No |