探索城市建筑环境和公共情绪之间的非线性关系和协同效应,整合宏观和微观层面的视角:旧金山的一个案例研究
Pingge He1, Bingjie Yu1, Jiexi Ma1
1School of Architecture, Southwest Jiaotong University, Chengdu, China.
Frontiers in psychology
|February 23, 2024
概括
微型建筑环境显著影响公众的情绪,影响福祉. 积极的情绪与可访问的娱乐,混合土地使用和愉快的感官条件相关,突出显示了综合城市规划的必要性.
科学领域:
- 城市规划和环境心理学
- 空间分析和公众情绪研究
背景情况:
- 公共情绪反映了城市的福祉和空间质量,先前的研究将其与宏观层面的环境因素联系起来.
- 有限的研究已经探索了街道级微型建筑环境对公众情绪的影响,并忽略了非线性/协同效应.
研究的目的:
- 调查城市建筑环境因素与街道层面的公共情绪之间的复杂关系.
- 分析微型建筑环境因素对公众情绪的影响,并探索非线性相互作用.
主要方法:
- 对推特数据的情绪分析,以衡量公众情绪极性.
- 开发一个全面的建筑环境指数 (宏观和微观).
- 常规最小平方 (OLS) 和沙普利增量解释 (SHAP) 算法的应用.
主要成果:
- 微观构建的环境因素显著影响公众的情绪,与此前的假设相反.
- 积极的公众情绪与娱乐设施,混合土地使用,丰富的视觉环境,有利的热声条件,均衡的收入和最佳的人口密度有关.
- 在建筑环境变量与公众情感取向之间确定了非线性关系和值效应.
结论:
- 微型建筑环境在塑造公众情绪和城市福祉方面发挥着至关重要的作用.
- 城市规划策略应考虑协同效应和非线性,以实现有效的环境改善.
- 结果为通过有针对性的城市设计干预促进福祉提供了见解.
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