Yuchen Qin , Jian Kang , Haizhu Zhou , Shen Xu , Gaomei Li , Chenqi Li , Wenjun Tan
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引用次数: 0
Abstract
Understanding the relationship between urban block morphology and carbon emissions is essential for developing effective low-carbon strategies, as it determines the buildings’ contextual form and microclimate, substantially affecting buildings’ energy demand. However, traditional indicators or typological methods define the buildings contextual form only through geometric features, which cannot fully reflect the complexities of urban environments and lack a unified spatial framework, hindering the establishment of standardized urban form-carbon emission mapping relationships. This study examines the compound effects of urban morphology on carbon emissions using a linear mixed-effects model, incorporating Local Climate Zones (LCZ) as the contextual form. The results demonstrate that LCZ explains 65.26% of the variation in carbon emission levels across blocks and significantly influences the relationship between urban morphology and carbon emissions. LCZ2 is one of the optimal low-carbon block morphological prototype. Building shape factor, height-to-width ratio, floor area ratio, building coverage ratio, and the facade area index are key design indicators that affect carbon emissions, with additional random effects as LCZ type changes. These findings suggest that the LCZ framework can help elucidate the relationship between block urban morphology, buildings contextual form and carbon emissions, and can be used to develop climate-responsive, low-carbon urban planning solutions.
期刊介绍:
Sustainable Cities and Society (SCS) is an international journal that focuses on fundamental and applied research to promote environmentally sustainable and socially resilient cities. The journal welcomes cross-cutting, multi-disciplinary research in various areas, including:
1. Smart cities and resilient environments;
2. Alternative/clean energy sources, energy distribution, distributed energy generation, and energy demand reduction/management;
3. Monitoring and improving air quality in built environment and cities (e.g., healthy built environment and air quality management);
4. Energy efficient, low/zero carbon, and green buildings/communities;
5. Climate change mitigation and adaptation in urban environments;
6. Green infrastructure and BMPs;
7. Environmental Footprint accounting and management;
8. Urban agriculture and forestry;
9. ICT, smart grid and intelligent infrastructure;
10. Urban design/planning, regulations, legislation, certification, economics, and policy;
11. Social aspects, impacts and resiliency of cities;
12. Behavior monitoring, analysis and change within urban communities;
13. Health monitoring and improvement;
14. Nexus issues related to sustainable cities and societies;
15. Smart city governance;
16. Decision Support Systems for trade-off and uncertainty analysis for improved management of cities and society;
17. Big data, machine learning, and artificial intelligence applications and case studies;
18. Critical infrastructure protection, including security, privacy, forensics, and reliability issues of cyber-physical systems.
19. Water footprint reduction and urban water distribution, harvesting, treatment, reuse and management;
20. Waste reduction and recycling;
21. Wastewater collection, treatment and recycling;
22. Smart, clean and healthy transportation systems and infrastructure;