Machine learning in landscape ecological analysis: a review of recent approaches
Abstract Context Artificial Intelligence (AI) has rapidly developed over the past several
decades. Several related AI approaches, such as Machine Learning (ML), have been …
decades. Several related AI approaches, such as Machine Learning (ML), have been …
Relationship between urban spatial form and seasonal land surface temperature under different grid scales
The urban heat island (UHI) effect is intensifying with increasing urbanization. As an
important representation of the UHI effect and the urban thermal environment, it is critical to …
important representation of the UHI effect and the urban thermal environment, it is critical to …
Influence of urban morphological characteristics on thermal environment
Variation in urban microclimate is closely related to the three-dimensional characteristics of
cities. To reveal the influence of urban spatial forms on land surface temperature (LST), the …
cities. To reveal the influence of urban spatial forms on land surface temperature (LST), the …
Exploring the relationship between thermal environmental factors and land surface temperature of a “furnace city” based on local climate zones
Z Lin, H Xu, X Yao, C Yang, L Yang - Building and Environment, 2023 - Elsevier
Numerous studies have explored multiple factors that affect the urban thermal environment.
Most current studies focus on establishing the holistic quantitative relationships between the …
Most current studies focus on establishing the holistic quantitative relationships between the …
Relationship between urban landscape structure and land surface temperature: Spatial hierarchy and interaction effects
Urban landscape structure has profound impacts on the urban thermal environment (UTE),
however, the spatial hierarchy and interaction effects of the relationship between them are …
however, the spatial hierarchy and interaction effects of the relationship between them are …
Exploring the impact of urban features on the spatial variation of land surface temperature within the diurnal cycle
Q Wang, X Wang, Y Meng, Y Zhou, H Wang - Sustainable Cities and …, 2023 - Elsevier
Excessive heat in urban areas affects thermal comfort and livability. In order to improve local
thermal environment, correlations patterns between urban features and land surface …
thermal environment, correlations patterns between urban features and land surface …
Quantifying the effects of 2D/3D urban landscape patterns on land surface temperature: A perspective from cities of different sizes
H Xu, C Li, Y Hu, S Li, R Kong, Z Zhang - Building and Environment, 2023 - Elsevier
With the continuous development of urbanization, two-dimensional (2D) landscape pattern
is insufficient to explain the complex urban thermal phenomenon, while three-dimensional …
is insufficient to explain the complex urban thermal phenomenon, while three-dimensional …
Quantifying the nonlinear relationship between block morphology and the surrounding thermal environment using random forest method
Previous studies have extensively revealed the essential impact of urban morphology on the
local thermal environment, but the nonlinear relationship has not yet been fully understood …
local thermal environment, but the nonlinear relationship has not yet been fully understood …
Separate and combined effects of 3D building features and urban green space on land surface temperature
Deduction of urban green space (UGS) and the multidimensional growth of building have
exacerbated the urban heat island (UHI). Yet thorough investigations into how 3D building …
exacerbated the urban heat island (UHI). Yet thorough investigations into how 3D building …
The influences of 2D/3D urban morphology on land surface temperature at the block scale in Chinese megacities
Urban heat island (UHI) effects in core areas of megacities pose significant challenges to
human health, energy consumption, and air quality. Investigating the relationship between …
human health, energy consumption, and air quality. Investigating the relationship between …