Supervised Machine Learning Technology Applications in Outdoor Thermal Comfort: A Systematic Review DOI
Tianze Luo, Mingze Chen

Published: Jan. 1, 2024

Download This Paper Open PDF in Browser Add to My Library Share: Permalink Using these links will ensure access this page indefinitely Copy URL DOI

Language: Английский

Integrating Artificial Intelligence in Blue-Green Infrastructure DOI

Dhanunjay Reddy Seelam,

Mridula Dileepraj Kidiyur,

Pawan Whig

et al.

Advances in public policy and administration (APPA) book series, Journal Year: 2024, Volume and Issue: unknown, P. 347 - 372

Published: Dec. 5, 2024

This chapter explores the transformative role of Artificial Intelligence (AI) in enhancing design, implementation, and management Blue-Green Infrastructure (BGI), a sustainable urban planning approach that integrates natural engineered systems to address environmental challenges. The convergence AI with BGI offers unprecedented opportunities improve resilience, optimize resource management, mitigate impacts climate change. Through advanced data analytics, predictive modeling, real-time monitoring, AI-driven solutions can enhance efficiency effectiveness projects. delves into various applications BGI, including smart water flood prediction prevention, heat island mitigation, biodiversity conservation. Case studies examples from global cities illustrate how is being leveraged create more adaptive, sustainable, resilient environments. also discusses challenges ethical considerations associated integration emphasizing need for interdisciplinary collaboration responsible deployment ensure equitable long-term benefits.

Language: Английский

Citations

11
A novel approach for quantifying the influence intensity of urban water and greenery resources on microclimate for efficient utilization DOI Creative Commons
Fan Fei, Yuling Xiao, Luyao Wang

et al.

Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: 112, P. 105597 - 105597

Published: June 20, 2024

Climate changes have led to increasing global energy consumption, detrimental the sustainable development of society. Urban blue-green infrastructure (UBGI) can improve urban microclimate. However, influence intensity UBGI on microclimate has not been quantified deeply use efficiency water and greenery resources. To solve research deficiencies, this study numerically simulated for 44 scenarios with different resource configurations (various body areas coverages) in summer. Based simulations, developed novel mathematical models thermo-environment (BGTE) quantify UBGI. The results indicated that daytime synergies first increased then decreased time. significance time (t), area (Sw), tree coverage rate (TCR), shrub (SCR), grassland (GLCR) synergy was by artificial neural network: t (39.4%), Sw (22.6%), TCR (22.0%), SCR (13.2%), GLCR (2.8%). make overall effect relatively efficient, should be less than 10000 m2, greater 65%, close 15%. This provides practical ideas efficient

Language: Английский

Citations

6
A comprehensive study on wintertime outdoor thermal comfort of blue-green infrastructure in an arid climate: A case of Isfahan, Iran DOI
Abbasali Dashti, Negin Mohammadsharifi, M. Ajzae Shokuhi

et al.

Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: 113, P. 105658 - 105658

Published: July 14, 2024

Language: Английский

Citations

6
Influence of greenery configuration on summer thermal environment of outdoor recreational space in elderly care centers DOI
Fan Fei, Yan Wang, Luyao Wang

et al.

Building and Environment, Journal Year: 2023, Volume and Issue: 245, P. 110857 - 110857

Published: Sept. 22, 2023

Language: Английский

Citations

10
How to classify microclimates more validly and finely? A novel method for mapping local climate zone (LCZ) on micro-scales DOI
Mengsheng Yang, Yuan Li, Yanan Du

et al.

Sustainable Cities and Society, Journal Year: 2025, Volume and Issue: 120, P. 106165 - 106165

Published: Jan. 24, 2025

Language: Английский

Citations

0
Scaling laws of energy metabolism in modern cities: Insights from biological metabolism DOI
Zhaoping Wu, Y. H. Tan, Kai Fang

et al.

Energy and Buildings, Journal Year: 2025, Volume and Issue: 332, P. 115421 - 115421

Published: Feb. 4, 2025

Language: Английский

Citations

0
Unveiling the Microclimate: A Comprehensive Review of Tools, Techniques, and Future Directions for Sustainable Cities DOI
Trisha Roy, Anirban Middey, Reddithota J. Krupadam

et al.

Building and Environment, Journal Year: 2025, Volume and Issue: unknown, P. 112726 - 112726

Published: Feb. 1, 2025

Language: Английский

Citations

0
Impact of spatial configuration of urban blue spaces in mitigating temperature during summer: a remote sensing and field-based observation DOI
Manob Das, Arijit Das,

Priyakshi Saha

et al.

Sustainable Cities and Society, Journal Year: 2025, Volume and Issue: 127, P. 106418 - 106418

Published: May 12, 2025

Language: Английский

Citations

0
Green and Blue Infrastructure for Urban Cooling: Multi-Scale Mechanisms, Spatial Optimization, and Methodological Integration DOI

Meng Yang,

Ye Peng, Ju He

et al.

Sustainable Cities and Society, Journal Year: 2025, Volume and Issue: unknown, P. 106501 - 106501

Published: June 1, 2025

Language: Английский

Citations

0
Effect of thermal-acoustic-air quality composite environments on overall comfort of urban pocket parks considering different landscape types DOI
Wenqiang Li, Li Tian, Jinyuan Xin

et al.

Energy and Buildings, Journal Year: 2024, Volume and Issue: 328, P. 115167 - 115167

Published: Dec. 9, 2024

Language: Английский

Citations

1