Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Analyzing the impact of urban morphology on urban land surface temperature from the perspective of spatial configuration and explainable machine learning

A case study of seven cities

Bibliographic Data

ID19486709
AuthorsBo Wan (0000-0003-2387-5419, Beijing Jiaotong University, corresponding author), Ningjie Shen (Beijing Jiaotong University), Haijian Zhang (0000-0001-8314-6563, Beijing Jiaotong University), Qiang Sheng (0000-0002-4761-7716, Beijing Jiaotong University, corresponding author)
Year2026
Volume138
Pages107165
Publication date2026-03-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueSustainable Cities and Society (JOURNAL)
Journal identifiersISSN: 2210-6707 • E-ISSN: 2210-6715
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.scs.2026.107165
OpenAlexW7124430183
LanguageEN
Citations received6
References cited50

Land cover · Land use · Microclimate · Spatial configuration · Urban heat island · Urban Morphology · Urban planning · Urbanization · Vegetation (pathology) · Land Use and Ecosystem Services · Urban Green Space and Health · Urban Heat Island Mitigation

  • Beyond local climate zones

    Open Access•Seyda Emekci, Hakan Emekci•Sustainable Cities and Society•2026

  • Beyond summer cooling

    Open Access•Yajun Hu, Dongyan Wang et al.•Sustainable Cities and Society•2026

  • Space–Nature–Human Associations with Land Surface Temperature across nested planning-spatial units

    Open Access•Chuyi Guo, Yuchi Yang et al.•Sustainable Cities and Society•2026

  • Optimizing summer heat mitigation and equity in urban residential communities

    Open Access•Yixu Zeng, Langong Hou et al.•Sustainable Cities and Society•2026

  • Towards scenario-conditioned urban renewal using a progressive CP-GAN framework under heat–carbon–wind scenarios

    Open Access•Shiqi Zhou, Xiaodong Xu et al.•Sustainable Cities and Society•2026

  • Can transit-oriented development (TOD) cool the city? A multi-scale geospatial assessment of daytime surface heat exposure in Tokyo

    Open Access•Jingxue Xie, Zhewei Liu et al.•Sustainable Cities and Society•2026

  • Effects of urban form on the urban heat island effect based on spatial regression model

    Open Access•Chaohui Yin, Man Yuan et al.•The Science of The Total…•2018

  • Effects of landscape composition and pattern on land surface temperature

    Open Access•Ronald C Estoque, Yumi Murayama et al.•The Science of The Total…•2017

  • Mapping essential urban land use categories in China (Euluc-China)

    Open Access•Peng Gong, Bin Chen et al.•Science Bulletin•2020

  • Heat health risk assessment in Philippine cities using remotely sensed data and social-ecological indicators

    Open Access•Ronald C Estoque, Makoto Ooba et al.•Nature Communications•2020

  • On the influence of density and morphology on the Urban Heat Island intensity

    Open Access•Yunfei Li, Sebastian Schubert et al.•Nature Communications•2020

  • Unraveling nonlinear and spatial non-stationary effects of urban form on surface urban heat islands using explainable spatial machine learning

    Open Access•Yujia Ming, Yong Liu et al.•Computers Environment and Urban…•2024

  • Characteristics of surface urban heat islands in global cities of different scales

    Open Access•Xiangyi Deng, Wenping Yu et al.•Sustainable Cities and Society•2024

  • Investigating non-linear and synergistic effects of urban functional zone morphology on land surface temperature

    Open Access•Junheng Qi, Ji Qi et al.•Sustainable Cities and Society•2025

  • Influence of urban morphological characteristics on thermal environment

    Open Access•Jun Yang, Yuxin Yang et al.•Sustainable Cities and Society•2021

  • Regulation of urban morphology on thermal environment across global cities

    Open Access•Chunli Wang, Zihan Liu et al.•Sustainable Cities and Society•2023

  • Ordinary least squares modelling of urban heat island intensity based on landscape composition and configuration

    Open Access•Luoyang Wang, Hao Hou et al.•Sustainable Cities and Society•2020

  • Simulating influences of land use/land cover composition and configuration on urban heat island using machine learning

    Open Access•Yong Liu, Zihao An et al.•Sustainable Cities and Society•2024

  • The influence of urban form on surface urban heat island and its planning implications

    Open Access•Huimin Liu, Bo Huang et al.•Sustainable Cities and Society•2021

  • Exploring the seasonal effects of urban morphology on land surface temperature in urban functional zones

    Open Access•Yefei Liu, Weijie Zhang et al.•Sustainable Cities and Society•2024

  • Quantifying the main and interactive effects of the dominant factors on the diurnal cycles of land surface temperature in typical urban functional zones

    Open Access•Jike Chen, Kaixin Wang et al.•Sustainable Cities and Society•2024

  • The mediating effect of air pollution in the impacts of urban form on nighttime urban heat island intensity

    Open Access•Ze Liang, Jiao Huang et al.•Sustainable Cities and Society•2021

  • Impact mechanisms of 2D and 3D spatial morphologies on urban thermal environment in high-density urban blocks

    Open Access•Guangxi Tang, Xintong Du et al.•Sustainable Cities and Society•2025

  • Impacts of land use characteristics on extreme heat events

    Open Access•Hangying Su, Zhuoxu Qi et al.•Sustainable Cities and Society•2025

  • Nonlinear effects of urban and industrial forms on surface urban heat island

    Open Access•Yujia Ming, Yong Liu et al.•Sustainable Cities and Society•2023

  • Impact of block morphology on urban thermal environment with the consideration of spatial heterogeneity

    Open Access•Chanjuan Wang, Zongmao Li et al.•Sustainable Cities and Society•2024

  • Revealing the impact of urban spatial morphology on land surface temperature in plain and plateau cities using explainable machine learning

    Open Access•Zi Wang, Rui Zhou et al.•Sustainable Cities and Society•2025

  • Quantifying morphology evolutions of urban heat islands and assessing their heat exposure in a metropolis

    Open Access•Haiyue Zhao, Yan Fang et al.•Sustainable Cities and Society•2024

  • Do water bodies play an important role in the relationship between urban form and land surface temperature

    Open Access•Zhi Cai, Guifeng Han et al.•Sustainable Cities and Society•2018

  • Cooling Effect of Urban Blue and Green Spaces

    Open Access•Xinyi Qiu, Sung–Ho Kil et al.•International Journal of…•2023

  • Revealing the impact patterns of urban morphology on land surface temperature in the Guangdong-Hong Kong-Macao Greater Bay Area, China

    Open Access•Jin Zeng, Yanbin Cai et al.•Cities•2025

Unique citing works6
Citations per year6
Citation span2026 - 2026 (1)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 3

Tools

Open DOI
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae