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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 …
Multidisciplinary parameters for characterizing the 3D urban morphology: An overview based on the relational perspective
K Li, H Zeng - Sustainable Cities and Society, 2024 - Elsevier
Intense and rapid urbanization is accompanied by expansion, with both planar and height
changes in the urban landscape influencing urban energy consumption, local climate, and …
changes in the urban landscape influencing urban energy consumption, local climate, and …
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 seasonal effects of urban morphology on land surface temperature in urban functional zones
Rapid urbanization intensifies the urban heat island (UHI) effect, leading to a multitude of
urban challenges. It is important to conduct comprehensive research to understand the …
urban challenges. It is important to conduct comprehensive research to understand the …
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 …
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 …
Exploring the nonlinear interplay between urban morphology and nighttime thermal environment
The nighttime thermal environment affects people's nighttime leisure activities and energy
consumption. While increasing studies have examined the interplay between urban …
consumption. While increasing studies have examined the interplay between urban …
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 …
Influences of urban spatial factors on surface urban heat island effect and its spatial heterogeneity: A case study of **'an
Optimizing the urban spatial form to mitigate the urban heat island (UHI) effect is considered
an efficient technical approach. This study focused on district-scale UHIs in typical high …
an efficient technical approach. This study focused on district-scale UHIs in typical high …