Evaluation and forecast method of coordination degree between urban traffic planning and land use

被引:2
作者
Qi L. [1 ]
Pei Y. [1 ]
Dong J. [2 ]
机构
[1] School of Traffic and Transportation, Northeast Forestry University, Harbin
[2] School of Architecture and Fine Art, Dalian University of Technology, Dalian
基金
中国国家自然科学基金;
关键词
BP neural network; DEA evaluation; Land use; Traffic planning;
D O I
10.1007/s12517-021-07588-0
中图分类号
学科分类号
摘要
Under the background of the integration of multiple regulations, there is an urgent need for the coordinated optimization of transportation planning and land use integration in the aspects of urban overall planning, land use overall planning, and comprehensive transportation system planning. In order to achieve this purpose, at the macro level, this paper uses the DEMTEL model to simplify the factors affecting the interaction between the two, and establishes an interactive evaluation model between traffic and land use through non-parametric statistical analysis DEA. Then, the efficiency value of the evaluation result is used as the output value of BP neural network to learn, and the prediction model of traffic planning and land use coordination degree is established. Through the analysis of the prediction results, the key factors can be purposefully adjusted to make necessary preparations for the collaborative optimization of the two. © 2021, Saudi Society for Geosciences.
引用
收藏
相关论文
共 50 条
[41]   Evaluation of land ecological service and its applying in land use planning: A case study of Xiaoshan, Hangzhou [J].
Cao, SA ;
Yu, WJ ;
Li, G .
PROCEEDINGS OF CRIOCM 2005 INTERNATIONAL RESEARCH SYMPOSIUM ON ADVANCEMENT OF CONSTRUCTION MANAGEMENT AND REAL ESTATE, 2005, :371-376
[42]   SUSTAINABLE INDICATORS FOR LAND USE PLANNING EVALUATION: THE CASE OF A SMALL GREEK ISLAND [J].
Samara, Fani ;
Tampekis, Stergios ;
Sakellariou, Stavros ;
Christopoulou, Olga .
FRESENIUS ENVIRONMENTAL BULLETIN, 2015, 24 (2A) :652-655
[43]   Land use evaluation and planning for integrated rural development - (the case of a Hellenic region) [J].
Christopoulou, O ;
Arabatzis, G .
SUSTAINABLE DEVELOPMENT AND PLANNING II, VOLS 1 AND 2, 2005, 84 :1177-1187
[44]   EVALUATION OF SUSTAINABILITY CONCEPT IN LAND USE PLANNING THROUGH GREEN SPACE DECISIONS [J].
Bostanci, Seda H. ;
Ozdemir, Burcu .
GEOCONFERENCE ON NANO, BIO AND GREEN - TECHNOLOGIES FOR A SUSTAINABLE FUTURE, 2013, :647-654
[45]   Overlapping of mine sites and highway route in Turkey: Evaluation in terms of mining land use criteria and land-use planning [J].
Yildiz, Taskin Deniz .
LAND USE POLICY, 2021, 106
[46]   Assessing the link between land use/land cover changes and land surface temperature in Himalayan urban center, Srinagar [J].
Tali, Javaid Ahmad ;
Ganaie, Tariq Ahmad ;
Naikoo, Mohd Waseem .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (17) :51191-51205
[47]   A TOD Planning Model Integrating Transport and Land Use in Urban Rail Transit Station Areas [J].
Huang, Xiaoyu ;
Liang, Qinghuai ;
Feng, Zuhui ;
Chai, Shushan .
IEEE ACCESS, 2021, 9 :1103-1115
[48]   A method to map land use impacts on microclimate regulation supply in urban environments [J].
Pereira, Paulo ;
Pinto, Luis Valenca ;
Kalinauskas, Marius ;
Baltranaite, Egle ;
Gomes, Eduardo ;
Inacio, Miguel ;
Barcelo, Damia .
METHODSX, 2024, 13
[49]   Urban structure and land-use change in Bogota between 2007 and 2017 [J].
Holguin Lozano, David Felipe ;
Pena Urbina, Juan Camilo ;
Dominguez, Andres .
URBE-REVISTA BRASILEIRA DE GESTAO URBANA, 2021, 13
[50]   Study on Coordinated Relationship between Urban Rail Transit and Land-use [J].
Zhang, Yuling ;
Guo, Lihua .
2016 INTERNATIONAL CONFERENCE ON LOGISTICS, INFORMATICS AND SERVICE SCIENCES (LISS' 2016), 2016,