How do 2D/3D urban landscapes impact diurnal land surface temperature: Insights from block scale and machine learning algorithms

Sustainable Cities and Society, Journal Year: 2023, Volume and Issue: 99, P. 104933 - 104933

Published: Sept. 12, 2023

Language: Английский

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Quantifying the effects of 2D/3D urban landscape patterns on land surface temperature: A perspective from cities of different sizes

Building and Environment, Journal Year: 2023, Volume and Issue: 233, P. 110085 - 110085

Published: Feb. 7, 2023

Language: Английский

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The influences of 2D/3D urban morphology on land surface temperature at the block scale in Chinese megacities

Urban Climate, Journal Year: 2023, Volume and Issue: 49, P. 101553 - 101553

Published: May 1, 2023

Language: Английский

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Quantifying the nonlinear relationship between block morphology and the surrounding thermal environment using random forest method

Sustainable Cities and Society, Journal Year: 2023, Volume and Issue: 91, P. 104443 - 104443

Published: Feb. 1, 2023

Language: Английский

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Exploring the Nonlinear Interplay between Urban Morphology and Nighttime Thermal Environment

Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: 101, P. 105176 - 105176

Published: Jan. 5, 2024

Language: Английский

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LCZ framework and landscape metrics: Exploration of urban and peri-urban thermal environment emphasizing 2/3D characteristics

Building and Environment, Journal Year: 2024, Volume and Issue: 254, P. 111370 - 111370

Published: March 7, 2024

Language: Английский

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Quantifying the impact of urban trees on land surface temperature in global cities

ISPRS Journal of Photogrammetry and Remote Sensing, Journal Year: 2024, Volume and Issue: 210, P. 69 - 79

Published: March 12, 2024

Language: Английский

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Exploring the scale effect of urban thermal environment through XGBoost model

Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: 114, P. 105763 - 105763

Published: Aug. 23, 2024

Language: Английский

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XGBoost-Based Analysis of the Relationship Between Urban 2-D/3-D Morphology and Seasonal Gradient Land Surface Temperature

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Journal Year: 2024, Volume and Issue: 17, P. 4109 - 4124

Published: Jan. 1, 2024

The escalation of greenhouse gas emissions has led to a continuous rise in land surface temperature (LST). Studies have highlighted the substantial influence urban morphology on LST; however, impact different dimensional indicators and their gradient effects remain unexplored. Selecting area Shenyang as case, we chose various representing dimensions. By employing XGBoost for regression analysis, aimed explore 2D 3D seasonal LST its effect. following results were obtained: (1) spatial pattern spring winter was higher suburbs than center. (2) correlation patterns similar, except proportion woodland grass (PWG), digital elevation model (DEM), sky view factor (SVF), which exhibited opposing trends summer autumn. (3) Vegetation construction had highest index, followed by building forms natural landscapes morphology. (4) each indicator varied significantly across gradients. Among all indicators, landscape social development, forms, skyscape impacts areas. built-up areas greater suburban findings this study can assist adjusting provide valuable recommendations targeted improvements thermal environments, thereby contributing sustainable development.

Language: Английский

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The Impact of Urban Spatial Forms on Marine Cooling Effects in Mainland and Island Regions: A Case Study of Xiamen, China

Sustainable Cities and Society, Journal Year: 2025, Volume and Issue: unknown, P. 106210 - 106210

Published: Feb. 1, 2025

Language: Английский

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