Evaluation of Transit Oriented Development (TOD) with Developing Node-Place Model and Cluster Analysis (Case Study of Mashhad Metro Line 1)

Document Type : .

Authors

1 Ph.D. Candidate., Department of Environment, North Tehran Branch, Islamic Azad University, Tehran, Iran.

2 Faculty Member, Department of Environment, North Tehran Branch, Islamic Azad University, Tehran, Iran.

3 Professor, Department of Environment, North Tehran Branch, Islamic Azad University, Tehran, Iran.

4 Assistant professor, Department of Desert Areas Management, Faculty of Natural Resources and Environment, Ferdowsi University of Mashhad, Mashhad, Iran.

Abstract

Transit oriented development (TOD) is a strategy for integrating land use and public transportation systems in urban areas around metro and BRT stations. TOD means maximum density, maximum diversity, pedestrian facilities, public spaces around stations, and design of stations as leisure centers within a 10-minute walk of transportation stations. This research was carried out with the aim of clustering 9 stations on line 1 of Mashhad metro, by developing a node-place model in TOD areas and using Ward cluster analysis. The present research is applied-evaluation in terms of purpose and descriptive-analytical and quantitative in terms of nature and method. Data analysis was also performed using Execle and Arc map software. In this study, municipal data were used; And land use information was prepared in the field and entered into Arc map software. To achieve this goal, a circle with a radius of 500 meters was drawn to the center of each station and three indicators of place, node and access were evaluated. In the next step, the scatter diagram of the node-place model was drawn. The stations were clustered by adding access criteria (including IPCA and bicycle route indicators). The results of the node-place diagram show that the average place criterion is higher than the node. The average location is 0.303 and the average node is 0.274. Also, all but one station is in a balanced area. Ward clustering results show; By adding access criteria, the position of the stations in the clusters changes and they are classified into four general categories. Also, the degree of correlation between the two criteria of place and node with positive access. But this number is very low for access and node and r= 0.12 and for access and place r= 0.6. In addition, it can be said that the standard of the node decreases from the city center to the surrounding area. The place criterion is affected by the main intersections and is more in the old neighborhoods of commercial units and population. Accessibility in new neighborhoods has increased due to more intersections and smaller urban blocks.

Keywords


  1. Akbari, M., Feyzi Koushki, F., Memarian, H., Azamirad, M., & Alizadeh Noughani, M. (2020). Prioritizing effective indicators of desertification hazard using factor-cluster analysis, in arid regions of Iran. Arabian Journal of Geosciences, Volume 13, Number 8, https: //doi.org/10.1007/s12517-020-05296-9
  2. Anabestani, A.A.,& Jafari, F., (2020). Analysis of Key Proponents Affecting Land Use Change of Suburban Settlements in Mashhad Metropolitan with Approach Future Study. Journal of Research and Urban Planning, Volume 11, Number
  3. Bertolini, L. (1999). Spatial development patterns and public transport: The application of an analytical model in the Netherlands. Planning Practice and Research, Volume 14, Number https: //doi.org/10.1080/02697459915724
  4. Bossard, E. G. (2002). Envisioning Neighborhoods with Transit-Oriented Development Potential. San Jose: Mineta Transportation Institute
  5. Chorus, P., & Bertolini, L. (2011). An application of the node place model to explore the spatial development dynamics. The Journal of Transport and Land Use, Volume 4, Number
  6. Currie, G. (2006). Bus Transit Oriented Development — Strengths and Challenges Relative to Rail. Journal of Public Transportation, Volume 9, Number https: //doi.org/10.5038/2375-0901.9.4.1
  7. Dittmar, H., & Ohland, (2004). The New Transit Town: Best Practices in TransitOriented Development. Island Press. Washington, D.C.
  8. Ewing, R., & Cervero, R. (2010). Travel and the Built Environment: A Meta-Analysis. Journal of the American Planning Association, Volume 76, Number 3. https: //doi.org/10.1080/01944361003766766
  9. Fainstein, S. S. (2005). Cities and diversity: Should we want it? Can we plan for it? Urban Affairs Review, Volume 41, Number  https: //doi.org/10.1177/1078087405278968
  10. Ghahremani, M., Pourjafar, M., & Saeedi Rezvani, N., (2020). Development of Shannon-Weaner Entropy Model Based on Urban Development Paradigm Based on Urban Mixed Land use. Journal of Research and Urban Planning, Volume 11, Number
  11. Howley, P., Scott, M., & Redmond, D. (2009). Sustainability versus liveability: An investigation of neighbourhood satisfaction. Journal of Environmental Planning and Management, Volume 52, Number https: //doi.org/10.1080/09640560903083798
  12. Huang, R., Grigolon, A., Madureira, M., & Brussel, M. (2018). Measuring transit-oriented development (TOD) network complementarity based on tod node typology. Journal of Transport and Land Use, Volume 11, Number https: //doi.org/10.5198/jtlu.2018.1110
  13. (2017). TOD Standard 3rd ed. New York
  14. Jacobson, J., & Forsyth, A. (2008). Seven American TODs: Good Practices for Urban Design in Transit-Oriented Development Projects. Journal of Transport and Land Use, Volume 1, Number https: //doi.org/10.5198/jtlu.v1i2.67
  15. Kamruzzaman, M., Baker, D., Washington, S., & Turrell, G. (2014). Advance transit oriented development typology: Case study in brisbane, australia. Journal of Transport Geography, Volume 34, https: //doi.org/10.1016/j.jtrangeo.2013.11.002
  16. Khademnejad, A., Ezatpanah, B., & Shamsoddini, A., (2020). Foresight the Process of Physical Development of Cities with Scenario-Based Approach (Case Study of Maku City). Journal of Research and Urban Planning, Volume 11, Number 43.
  17. Li, Z., Han, Z., Xin, J., Luo, X., Su, S., & Weng, M. (2019). Transit oriented development among metro station areas in Shanghai, China: Variations, typology, optimization and implications for land use planning. Land Use Policy, Volume 82, https: //doi.org/10.1016/j.landusepol.2018.12.003
  18. Lyu, G., Bertolini, L., & Pfeffer, K. (2016). Developing a TOD typology for Beijing metro station areas. Journal of Transport Geography, Volume 55, https: //doi.org/10.1016/j.jtrangeo.2016.07.002
  19. Momeni, M., (2017). New Topics in Operations Research. Shaygan Treasure Press, Tehran.
  20. Monajem, S., & Ekram Nosratian, F. (2015). The evaluation of the spatial integration of station areas via the node place model; an application to subway station areas in Tehran. Transportation Research Part D: Transport and Environment, Volume 40, https: //doi.org/10.1016/j.trd.2015.07.009
  21. Motieyan, H., & Mesgari, M. S. (2017). Towards sustainable urban planning through transit-oriented development (A case study: Tehran). ISPRS International Journal of Geo-Information, Volume 6, Number https: //doi.org/10.3390/ijgi6120402
  22. Nasri, A., & Zhang, L. (2014). The analysis of transit-oriented development (TOD) in Washington, D.C. and Baltimore metropolitan areas. Transport Policy, Volume 32, https: //doi.org/10.1016/j.tranpol.2013.12.009
  23. Olaru, D., & Curtis, C. (2015). Designing tod precincts- accessibility and travel patterns. European Journal of Transport and Infrastructure Research, Volume 15, Number https: //doi.org/10.18757/ejtir.2015.15.1.3052
  24. Phani Kumar, P., Ravi Sekhar, C., & Parida, M. (2020). Identification of neighborhood typology for potential transit-oriented development. Transportation Research Part D: Transport and Environment, Volume 78, https: //doi.org/10.1016/j.trd.2019.11.015
  25. Renne, J. L., & Listokin, D. (2019). The opportunities and tensions of historic preservation and transit oriented development (TOD). Cities, Volume 90, https: //doi.org/10.1016/j.cities.2019.01.040
  26. Reusser, D. E., Loukopoulos, P., Stauffacher, M., & Scholz, R. W. (2008). Classifying railway stations for sustainable transitions - balancing node and place functions. Journal of Transport Geography, Volume 16, Number https: //doi.org/10.1016/j.jtrangeo.2007.05.004
  27. Rodríguez, D. A., & Kang, C. D. (2020). A typology of the built environment around rail stops in the global transit-oriented city of Seoul, Korea. Cities, Volume 100, https: //doi.org/10.1016/j.cities.2020.102663
  28. Singh, Y. J., Fard, P., Zuidgeest, M., Brussel, M., & Maarseveen, M. van. (2014). Measuring transit oriented development: A spatial multi criteria assessment approach for the City Region Arnhem and Nijmegen. Journal of Transport Geography, Volume 35, https: //doi.org/10.1016/j.jtrangeo.2014.01.014
  29. Singh, Y. J., Lukman, A., Flacke, J., Zuidgeest, M., & Van Maarseveen, M. F. A. M. (2017). Measuring TOD around transit nodes - Towards TOD policy. Transport Policy, Volume 56, https: //doi.org/10.1016/j.tranpol.2017.03.013
  30. Suzuki, H., Cervero, R., & Iuchi, K., (2013). Transforming Cities with Transit: Transit and Land-Use Integration for Sustainable Urban Development. Urban development;. Washington, DC: World Bank.
  31. Talen, E. (2006). Design that enables diversity: The complications of a planning ideal. Journal of Planning Literature, Volume 20, Number https: //doi.org/10.1177/0885412205283104
  32. Teklemariam, E. A., & Shen, Z. (2020). Determining transit nodes for potential transit-oriented development: Along the LRT corridor in Addis Ababa, Ethiopia. Frontiers of Architectural Research, Volume 9, Number https: //doi.org/10.1016/j.foar.2020.03.005
  33. Thomas, R., Pojani, D., Lenferink, S., Bertolini, L., Stead, D., & van der Krabben, E. (2018). Is transit-oriented development (TOD) an internationally transferable policy concept? Regional Studies, Volume 52, Number https: //doi.org/10.1080/00343404.2018.1428740
  34. Transit-Supportive Land Use Planning. (1992). Ontario Ministry of Transportation Guidelines. Ontario Ministry of Municipal Affairs
  35. Transit oriented development: Guide to Community Diversity. (2010). Government of Queensland
  36. Transit- Supportive Guidelines. (2012). Ontario
  37. Vale, D. S. (2015). Transit-oriented development, integration of land use and transport, and pedestrian accessibility: Combining node-place model with pedestrian shed ratio to evaluate and classify station areas in Lisbon. Journal of Transport Geography, Volume 45, https: //doi.org/10.1016/j.jtrangeo.2015.04.009
  38. Vatanparast, E., J. Oladi Ghadikolaee, & M. Akbari. (2016). Planning Urban Greenways (Case Study: The Urban District 11 of Mashhad Metropolis). Journal of Geography and Urban Space Development. Volume 2, Number 2, pp. 91-104.
  39. Ward, J. H. (1963). Hierarchical Grouping to Optimize an Objective Function. Journal of the American Statistical Association, Volume 58, Number https: //doi.org/10.1080/01621459.1963.10500845
  40. Zemp, S., Stauffacher, M., Lang, D. J., & Scholz, R. W. (2011). Classifying railway stations for strategic transport and land use planning: Context matters! Journal of Transport Geography, Volume 19, Number https: //doi.org/10.1016/j.jtrangeo.2010.08.008
  41. Zhou, Q., & Dai, D. (2017). The Evaluation of Transit Oriented Development of Metro Station Areas Using Node Place Index in Shenzhen China. Proceedings of the inaugural World Transport Convention Beijing.