Revealing the driving factors of urban wetland park cooling effects using Random Forest regression and SHAP algorithm DOI
Yue Deng, Weiguo Jiang, Ziyan Ling

et al.

Sustainable Cities and Society, Journal Year: 2025, Volume and Issue: unknown, P. 106151 - 106151

Published: Jan. 1, 2025

Language: Английский

The cooling effect of different scales of urban parks on land surface temperatures in cold regions DOI
Yaşar Menteş, Sevgi Yılmaz, Adeb Qaid

et al.

Energy and Buildings, Journal Year: 2024, Volume and Issue: 308, P. 113954 - 113954

Published: Feb. 10, 2024

Language: Английский

Citations

12
Matching supply and demand of cooling service provided by urban green and blue space DOI

Yasha Wang,

Wanlu Ouyang, Jinquan Zhang

et al.

Urban forestry & urban greening, Journal Year: 2024, Volume and Issue: 96, P. 128338 - 128338

Published: April 25, 2024

Language: Английский

Citations

10
A study of size threshold for cooling effect in urban parks and their cooling accessibility and equity DOI Creative Commons
Jun Zhang, Huina Zhang,

Ruoming Qi

et al.

Scientific Reports, Journal Year: 2024, Volume and Issue: 14(1)

Published: July 13, 2024

Rapid urbanization has led to increasingly prominent urban heat island phenomena and social inequality. It is urgent quantify the threshold area of parks from multiple perspectives maximize cooling effect improve equity park services. Using 33 in Harbin City as research objects, four indices, i.e., intensity (PCI), distance (PCD), (PCA), efficiency (PCE), were used explore value (TVoE) size. The OD (origin-destination) matrix model was constructed assess spatial accessibility community range. Gini coefficient range accessibility. relative contribution each influencing factor indicator quantified through regression modeling. results showed that average PCI 3.27 ℃, PCD 277 m, PCA 115.35 ha, PCE 5.74. Gray space dominant for PCI, PCD, (relative contributions 100%, 31%, 19%, respectively). Park 28%). TVoE sizes based on calculated 82.37 ha 2.56 respectively. 39.2% 94.01% communities can reach ranges within 15 min walk mode transit mode, Approximately 18% neighborhood residents are experiencing severe inequities This study guide design maximizes effects, well inform city planners more equitable allocation resources.

Language: Английский

Citations

10
Assessing the impact of adjacent urban morphology on street temperature: a multisource analysis using random forest and SHAP DOI
Sijie Zhu, Yu Yan, Bing Zhao

et al.

Building and Environment, Journal Year: 2024, Volume and Issue: unknown, P. 112326 - 112326

Published: Nov. 1, 2024

Language: Английский

Citations

10
Revealing the driving factors of urban wetland park cooling effects using Random Forest regression and SHAP algorithm DOI
Yue Deng, Weiguo Jiang, Ziyan Ling

et al.

Sustainable Cities and Society, Journal Year: 2025, Volume and Issue: unknown, P. 106151 - 106151

Published: Jan. 1, 2025

Language: Английский

Citations

1