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广府历史街区场所依恋的主客观影响机制OA

The Subjective and Objective Influence Mechanism of Place Attachment in Guangfu Historical Districts:A Machine Learning Analysis Based on Shawan Ancient Town

中文摘要英文摘要

历史街区承载着文化记忆与活力,广府村落则以深厚历史与独特风貌成为典型代表.文章从主客观维度分析街区特征、游客行为等对场所依恋的影响机制,结合广州沙湾古镇2D/3D形态分析场所依恋机制,提取感知、物质、业态及行为四类指标,通过相关性分析与随机森林模型量化影响权重.研究表明,街区场所参数特征与场所依恋度之间存在显著关联,在进行街区场所更新保护时建议聚焦空间感知与行为互动设计,保留传统并融入适配新业态,促进场所依恋度提升.本研究为广府村落历史街区的更新及场所依恋研究提供了宝贵的见解.

Historical blocks carry cultural memory and vitality,with Cantonese villages as typical representatives due to their history and unique landscapes.This paper analyzes the influence mechanisms of neighborhood characteristics and visitor behavior on place attachment from subjective and objective dimensions.By examining the 2D/3D morphological place attachment mechanism of Guangzhou's Shawan Ancient Town,it identifies four key indicators of perception,physical attributes,business formats,and behavior,and quantifies their impact weights through correlation analysis and random forest modeling.The findings reveal a significant correlation between neighborhood place parameters and place attachment levels.For neighborhood renewal and preservation,the paper recommends prioritizing spatial perception and behavioral interaction design.Preserving the traditional elements while integrating the adapted new business formats can enhance place attachment.This paper provides valuable insights for the renewal of Guangfu village historic districts and the place attachment studies.

罗俊杰;马泽锋;陈晓明;戚路辉

广州大学建筑与城市规划学院广州大学建筑与城市规划学院广东省建筑设计研究院有限公司广州大学建筑与城市规划学院

建筑与水利

广府街区场所依恋机器学习环境感知

Guangfu Districtplace attachmentmachine learningenvironmental perception

《城市建筑》 2026 (7)

17-19,3

广州市社科规划一般课题(重点实验室)(25YB06)广东省哲学社科基金(GD23XYS031)广州市高等教育教学质量与教学改革工程项目(2022ZXRCPR003、2024KCJYS002)广州大学探索性实验建设项目(SJ202410)大学生创新创业训练计划(202311078037)校级教育教学改革"AI时代新工科智慧教学为特色的城乡规划专业课程体系改革与实践"

10.19892/j.cnki.csjz.2026.07.05

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