A novel “WRF+AutoML” framework for enhanced heat estimation in urban environments
Bibliographic Data
| ID | 21229554 |
|---|---|
| Authors | Meiling Gao (0000-0002-1003-4066, Chang'an University), Huifang Li (0000-0002-1442-2701, Wuhan University), Fei Chen (0000-0002-4500-2590, Hong Kong University of Science and Technology), Mengzi Zhou (Chinese Academy of Meteorological Sciences), Guijun Yang (0000-0002-6425-8321, Chang'an University), Dun Zhu (0000-0001-5763-0132, The University of Tokyo), Dawei Han (0000-0002-1858-0491, University of Bristol), Zhenhong Li (0000-0002-8054-7449, Chang'an University, corresponding author) |
| Year | 2025 |
| Volume | 134 |
| Pages | 106908 |
| Publication date | 2025-11-01 |
| 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.2025.106908 |
| OpenAlex | W4415321324 |
| Language | EN |
| Citations received | 1 |
| References cited | 54 |
Estimation · Heat stress · Hyperparameter · Urban heat island · Weather Research and Forecasting Model · Wind speed · Building Energy and Comfort Optimization · Urban Heat Island Mitigation · Wind and Air Flow Studies
Radiative forcing by long‐lived greenhouse gases
A Simple Single-Layer Urban Canopy Model For Atmospheric Models
A random forest guided tour
The integrated WRF/urban modelling system
Hot weather and heat extremes
Comparison of Utci to selected thermal indices
Effects of urbanization and topography on thermal comfort during a heat wave event
Numerical analysis of extreme heat in Nagpur city using heat stress indices, all-cause mortality and local climate zone classification
Impacts of local climate zone mapping quality on urban near-surface air temperature simulation in WRF-UCM
A WRF-UCM-Solweig framework for mapping thermal comfort and quantifying urban climate drivers
Unraveling the effects of extreme heat conditions on urban heat environment
North Eurasian thermal comfort indices dataset (Netcid)
| Unique citing works | 1 |
|---|---|
| Citations per year | 1 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 1 |