| Item type |
デフォルトアイテムタイプ_（フル）(1) |
| 公開日 |
2024-12-18 |
| タイトル |
|
|
タイトル |
Assessment of street space quality and subjective well-being mismatch and its impact, using multi-source big data |
|
言語 |
en |
| 作成者 |
Ma, Shuang
Wang, Biyan
Liu, Wei
Zhou, Hanxiao
Wang, Yuqian
Li, Shuangjin
|
| アクセス権 |
|
|
アクセス権 |
embargoed access |
|
アクセス権URI |
http://purl.org/coar/access_right/c_f1cf |
| 権利情報 |
|
|
言語 |
en |
|
権利情報 |
© 2024. This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/ |
| 権利情報 |
|
|
言語 |
en |
|
権利情報 |
This is not the published version. Please cite only the published version. |
| 権利情報 |
|
|
言語 |
ja |
|
権利情報 |
この論文は出版社版ではありません。引用の際には出版社版をご確認、ご利用ください。 |
| 主題 |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
Street space quality |
| 主題 |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
Urban environment perception |
| 主題 |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
SWB |
| 主題 |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
Mismatch |
| 主題 |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
Nonlinear association |
| 内容記述 |
|
|
内容記述 |
This study makes initial efforts by delineating the distribution map of the mismatch between street space quality and SWB in central Qingdao through machine learning approaches, then creatively combines ordered logistic regression and restrictive cubic spline to examine the nonlinear influence of urban variables on the mismatch based on multi-source big data. The study primarily found that low-quality spaces are concentrated in the old city area; The SWB scores of the internal space in central Qingdao are generally good and evenly distributed, while the SWB scores of the peripheral space have significant differences; Road network accessibility, green space, living convenience, and housing prices are positively correlated with SWB significantly higher than street space quality, however, land mixed use, night lighting index, and population density are negatively correlated with it. When the green space agglomeration value reaches 2.9 or exceeds 7.8, the living convenience value exceeds 12.2, and the housing price value reaches 26.6 thousand yuan/m2, improving the street space quality is most likely to enhance residents' SWB. These findings link urban spatial quality with SWB and provide support for urban further planning and regeneration to improve public SWB through targeted interventions. |
|
言語 |
en |
| 内容記述 |
|
|
内容記述タイプ |
Other |
|
内容記述 |
We are grateful for the financial support of the National Natural Science Foundation of China (NSFC), Basic Science Center Program, Multiphase Evolution in Hypergravity (No. 51988101). |
|
言語 |
en |
| 出版者 |
|
|
出版者 |
Elsevier |
|
言語 |
en |
| 言語 |
|
|
言語 |
eng |
| 資源タイプ |
|
|
資源タイプ識別子 |
http://purl.org/coar/resource_type/c_6501 |
|
資源タイプ |
journal article |
| 出版タイプ |
|
|
出版タイプ |
AM |
|
出版タイプResource |
http://purl.org/coar/version/c_ab4af688f83e57aa |
| 関連情報 |
|
|
関連タイプ |
isVersionOf |
|
|
識別子タイプ |
DOI |
|
|
関連識別子 |
https://doi.org/10.1016/j.cities.2024.104797 |
| 開始ページ |
|
|
開始ページ |
104797 |
| 書誌情報 |
en : Cities
巻 147,
p. 104797,
発行日 2024-01-19
|
| 旧ID |
55873 |
| 備考 |
The full-text file will be made open to the public on 19 January 2026 in accordance with publisher's 'Terms and Conditions for Self-Archiving' |
Cities_147_104797.pdf (2.3 MB)
