Between place attachment and urban planning in Jinan: Does environmental quality affect human perception in a developing country context?
文献类型：期刊论文
| 作者 | Jia, Jia2,4; Zhang, Xiaoqing2,3; Zhang, Wenzhong1,4 |
| 刊名 | LAND USE POLICY
 |
| 出版日期 | 2025 |
| 卷号 | 148页码:107384 |
| 关键词 | Place attachment Environmental quality Human perception Social media Deep learning Urban Planning |
| DOI | 10.1016/j.landusepol.2024.107384 |
| 产权排序 | 3 |
| 文献子类 | Article |
| 英文摘要 | Human perception is a critical component of place attachment, but its contribution to people-oriented urban planning remains unclear. Global shifts have dramatically transformed the way people live, with a surge in engagement in online social spheres. Social media has risen to prominence as the principal conduit through which individuals articulate their views. However, current research lacks an overall consideration of the use of social media to link the urban environment with people's perceptions. Furthermore, complex social media data processing presents another technical difficulty. This study presents an innovative use of deep learning BERTbased techniques to analyze online data from social media and subdivide human perceptions into 9 emotions and 10 behaviors. On the basis of Spearman correlation, geographically weighted regression (GWR), and multilevel multinomial logistic regression, we investigate the impact of the quality of the urban built environment and individual differences on residents' perceptions. The results show that the greater the density of urban amenities and the more diverse urban land uses are, the more likely residents are to express positive emotions and the greater the number of types of activity. Women and older people are more likely to develop place attachment. Our research explores the impact of environmental quality on human perception from both theoretical and empirical perspectives and provides a deeper understanding of the human-land relationship. Urban planning that considers place attachment can create opportunities for sustainable urban development and improve the quality of human life. |
| WOS关键词 | NEIGHBORHOOD ATTACHMENT ; LIFE SATISFACTION ; HEALTH ; PREFERENCES ; EXPERIENCE ; TRANSPORT ; SAMPLE ; SPACE ; CITY ; TIES |
| WOS研究方向 | Environmental Sciences & Ecology |
| WOS记录号 | WOS:001339539600001 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/209552]  |
| 专题 | 区域可持续发展分析与模拟院重点实验室_外文论文 |
| 通讯作者 | Zhang, Xiaoqing |
| 作者单位 | 1.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China 2.Shandong Normal Univ, Coll Geog & Environm, 1 Univ Rd, Jinan 250358, Peoples R China 3.Shandong Normal Univ, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250358, Peoples R China 4.Chinese Acad Sci, Key Lab Reg Sustainable Dev Modeling, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China |
| 推荐引用方式 GB/T 7714 | Jia, Jia,Zhang, Xiaoqing,Zhang, Wenzhong. Between place attachment and urban planning in Jinan: Does environmental quality affect human perception in a developing country context?[J]. LAND USE POLICY,2025,148:107384. |
| APA | Jia, Jia,Zhang, Xiaoqing,&Zhang, Wenzhong.(2025).Between place attachment and urban planning in Jinan: Does environmental quality affect human perception in a developing country context?.LAND USE POLICY,148,107384. |
| MLA | Jia, Jia,et al."Between place attachment and urban planning in Jinan: Does environmental quality affect human perception in a developing country context?".LAND USE POLICY 148(2025):107384. |
入库方式： OAI收割
来源：地理科学与资源研究所
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