transit-oriented development;
urban planning;
evaluation;
principal component analysis;
metro station areas;
BUILT ENVIRONMENT;
STATION AREAS;
LAND-USE;
TOD;
ACCESSIBILITY;
RIDERSHIP;
TYPOLOGY;
DENSITY;
POLICY;
NODES;
D O I:
10.3390/land13081233
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Numerous researchers have endeavored to amalgamate critical transit-oriented development (TOD) indicators, such as development density, walkability, and diversity, into a single TOD index to assess TOD performance. However, implementing TOD in megacities necessitates a more comprehensive selection of indicators, an objective calculation methodology, and accessible calculation data for the TOD index. This study introduces a method based on multi-indicator TOD performance assessment using multi-source urban big data; it uses Shanghai as a case study to evaluate and analyze the impact of site characteristics on performance. The method constructs the Comprehensive Socio-Economic Development Index (CSEDI) based on four indicators of TOD site operations. It establishes a multivariate regression model utilizing principal component analysis to extract 22 leading component indicators as independent variables from 71 indicators associated with TOD. Within the sample space of 77 rail transit TOD sites in Shanghai, the CSEDI exhibited a robust correlation with the independent variables. The evaluation results of the case study demonstrate consistency with the development characteristics of the city and the sites, indicating that the evaluation method can guide the renovation of existing sites and the development of new sites.
机构:
Pingdingshan Univ, Pingdingshan 467000, Henan, Peoples R ChinaPingdingshan Univ, Pingdingshan 467000, Henan, Peoples R China
Lv, Jing
Tao, Yanrui
论文数: 0引用数: 0
h-index: 0
机构:
Pingdingshan Univ, Pingdingshan 467000, Henan, Peoples R China
Univ Teknol Malaysia, Azman Hashim Int Business Sch, Kuala Lumpur 54100, MalaysiaPingdingshan Univ, Pingdingshan 467000, Henan, Peoples R China
机构:
Hanoi Univ Min & Geol, Dept Surface Min, Hanoi, Vietnam
Hanoi Univ Min & Geol, Ctr Min Electromech Res, Hanoi, VietnamPukyong Natl Univ, Dept Energy Resources Engn, Busan 48513, South Korea
Xuan-Nam Bui
Trung Nguyen-Thoi
论文数: 0引用数: 0
h-index: 0
机构:
Ton Duc Thang Univ, Inst Computat Sci, Div Computat Math & Engn, Ho Chi Minh City, Vietnam
Ton Duc Thang Univ, Fac Civil Engn, Ho Chi Minh City, VietnamPukyong Natl Univ, Dept Energy Resources Engn, Busan 48513, South Korea
机构:
Chinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Wuhan Res Inst Posts & Telecommun, Fiberhome Technol Coll, Wuhan, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Du, Zhenzhen
Yang, Yujie
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h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Yang, Yujie
Zheng, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Hlth Informat Ctr, Shenzhen, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Zheng, Jing
Li, Qi
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h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Li, Qi
Lin, Denan
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Hlth Informat Ctr, Shenzhen, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Lin, Denan
Li, Ye
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Li, Ye
Fan, Jianping
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Fan, Jianping
Cheng, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Res Inst Posts & Telecommun, Fiberhome Technol Coll, Wuhan, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Cheng, Wen
Chen, Xie-Hui
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, FuWai Hosp, Shenzhen, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China
Chen, Xie-Hui
Cai, Yunpeng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Blvd, Shenzhen, Peoples R China