the aim of the present study is to analyze the effect of city form on fuel consumption in Karaj metropolis. The data and information required for the research have been collected in two ways: library (study of documents, plans, articles, etc.) and referring to related organizations (municipality, National Petroleum Products Distribution Company, etc.). In order to analyze the data, G statistical test and the Moran model were used to determine the pattern of gasoline consumption in Karaj, and geographic weight regression (GWR) was used to determine the spatial variation between city form variables (mixing, accessibility) and gasoline consumption. The results showed that central neighborhoods of areas 5,1,7,8,9 such as; Dehghan Villas 1 and2, Hyderabad, western Golshahr 1 and 2, Movahedan town, eastern Golshahr, Mehrvila and Karmandan dormitory have the highest accessibility index, and Mehrshahr suburbs, districts 10 and 6 have the lowest accessibility index to services, administrative, commercial, educational. Also, according to the value; 462 / 10Z-Scorse = and the value of P-Value = 0, it was determined that the pattern of gasoline consumption in Karaj is clustered. Also, the value of R2 of the accessibility variable is equal to 0.88. That is, the city form index according to this variable at the 95% confidence level justifies 88% of gasoline consumption. The value of R2 of the user mixing variable is equal to 0.87. That is, according to this variable at the 95% confidence level the city form index justifies 87% of gasoline consumption.
Akande, A., Cabral, P., Gomes, P., & Casteleyn, S. (2019). The Lisbon ranking for smart sustainable cities in Europe. Sustainable Cities and Society, 44, 475-487.
Alobaydi, D., Bakarman, M. A., & Obeidat, B. (2016). The Impact of Urban Form Configuration on the Urban Heat Island: The Case Study of Baghdad, Iraq. Procedia Engineering, 145, 820-827.
Asgari, A. (2011). Spatial statistics analysis with GIS. Karaj Municipality Information Technology Organization. [in Persian].
Banzhaf, H. S., & Kasim, M. T. (2019). Fuel consumption and gasoline prices: The role of assortative matching between households and automobiles. Journal of environmental economics and management, 95, 1-25.
Barakat, Y., Awad, E. N., & Ibrahim, V. (2016). Fuel consumption of gasoline ethanol blends at different engine rotational speeds. Egyptian Journal of Petroleum, 25(3), 309-315.
Divasalar, A., Kianjad, S., & Abdi Bora, M, (2020). Comparative analysis and measurement of urban construction and shape (Case study: City of Babylon). Environmental Studies Seven Fences, 8 (29), 39-50. [in Persian].
Ebadi Nia, F., Ajzashokuhi, M., Rahnama, M., & Kharazmi, M.A. (2015). Evaluation of low carbon transportation scenarios in Mashhad using the approach of ecological footprint. geography and environmental hazards, 19, 129-115. [in Persian].
Emekci, S, & Kayasü, S. (2017). Urban Form and Sustainability: The Case Study of Gaziantep in Turkey. International Conference on Advances on Sustainable Cities, Porto, Portugal, 15 - 17 November 2017, 95-110
Erfanian, M., Hosseinkhah, M., & Alijanpour, A. (2013). Introduction to multivariate regression methods OLS and GWR in spatial modeling of land use effects on water quality. Journal of Watershed Management Promotion and Development, 1 (1), 553-573.[in Persian].
Ghaffarian, B., Mohammad, P., Taher, S., Khatibizadeh, A., Mohammad, R., & Shahsavar, A. (2016). Spatial analysis of livability of urban areas studied: District 18 of Tehran. Environmental Research, 7 (41), 45 -58. [in Persian].
R. (2014). Density and organization of urban spaces (Case study: Tabriz). PhD thesis in Geography and Urban Planning, University of Tabriz. [in Persian].
Grimm, N. B., Faeth, S. H., Golubiewski, N. E., Redman, C. L., Wu, J., Bai, X., & Briggs, J. M. (2008). Global change and the ecology of cities. science, 319 (5864), 756-760.
Hajipour, K., & Forouzan, N. (2014). The effect of city form on the amount of functional energy consumption in the residential sector, case study: Shiraz. Journal of Fine Arts - Architecture and Urban Planning , 19 (4), 17-26. [in Persian].
Hsieh, S., Schüler, N., Shi, Z., Fonseca, J. A., Maréchal, F., & Schlueter, A. (2017). Defining density and land uses under energy performance targets at the early stage of urban planning processes. Energy Procedia, 122, 301-306.
Hui, S. C. (2001). Low energy building design in high density urban cities. Renewable energy, 24(3-4), 627-640
Jalali, N., Mamdouhi, A., & Alimoradi, M. (2012). Strategies and strategies for fuel consumption management in urban transportation: Prioritization based on Hesse diagram method. Journal of Planning and Budgeting, 16 (1), 75-96. [in Persian].
Javanroodi, K., Nik, V. M., & Mahdavinejad, M. (2019). A novel design-based optimization framework for enhancing the energy efficiency of high-rise office buildings in urban areas. Sustainable Cities and Society, 49, 101597.
Jhang, S. R., Lin, Y. C., Chen, K. S., Lin, S. L., & Batterman, S. (2020). Evaluation of fuel consumption, pollutant emissions and well-to-wheel GHGs assessment from a vehicle operation fueled with bioethanol, gasoline and hydrogen. Energy, 209, 118436.
Kim, K., Yi, C., & Lee, S. (2019). Impact of urban characteristics on cooling energy consumption before and after construction of an urban park: The case of Gyeongui line forest in Seoul. Energy & Buildings, 191, 42–51
Lam, JC. (2000). Shading effects due to nearby buildings and energy implications. Energy Conversion andManagement, 47 (7):647–59
Li, X. X. (2018). Linking residential electricity consumption and outdoor climate in a tropical city. Energy, 157, 734-743.
Marique, A. F., & Reiter, S. (2011). A method to evaluate the energy consumption of suburban neighborhoods. HVAC & R Research, 18 (1-2), pp 88-99.
Martin, JC., Millington, P., Campbell, B., Barron, L., & Fisher, S. (2019). On-board generation of hydrogen to improve in-cylinder combustion and after-treatment efficiency and emissions performance of a hybrid hydrogen-gasoline engine. Int J Hydrogen Energy, 44(25),12880-12889.
Mörtberg, U., Goldenberg, R., Kalantari, Z., Kordas, O., Deal, B., Balfors, B., & Cvetkovic, V. (2017). Integrating ecosystem services in the assessment of urban energy trajectories – A study of the Stockholm Region. Energy Policy, 100, 338-349.
Nikpour, A., Lotfi, S., & Rezazadeh, M. (2015). Analysis of the relationship between city form and access index (Case study: Babolsar city). Spatial Planning, 7 (3), 85-106. [in Persian].
Ogle, J., Delparte, D., & Sanger, H. (2017). Quantifying the sustainability of urban growth and form through time: An algorithmic analysis of a city's development. Applied Geography, 88, 1-14.
Pourjafar,S. and Tabibian.M (2018). Meta-analysis of the relationship between city form and energy: An overview of approaches, methods, scales and variables. Urban Planning Knowledge, 3 (1), 85-107. [in Persian].
Rafieian, M., Fath, J., & Dadashpour, H. (2011). Investigation and Feasibility Study of the Effect of Form and Density of Residential Blocks on Energy Consumption of the City, Case Study of Hashtgerd New City. Armanshahr Magazine, 4 (6), 107-116. [in Persian].
Rahnama, M., & Abbaszadeh, G. (2008). Principles, Foundations and Models of Measuring the Physical Form of the City. Mashhad: Jihaddaneshgahi Publications. [in Persian].
Rastegari, H. (2016). A Comparative Study of the Effect of City Form on Urban Travel Behavior and Vehicle Fuel Consumption. Haft Hesar Environmental Studies, 6 (19), 19-30. [in Persian].
Resch, E., Bohan, R., Kvamsdal, T., & Lohne, J. (2016). Impact of urban density and building height on energy use in cities. SBE16 Tallinn and Helsinki Conference; Build Green and Renovate Deep, 5-7 October 2016.
Rezazadeh, M. (2016). The effect of city form on energy consumption pattern. Master Thesis, University of Mazandaran. [in Persian].
Sallee, James M., West, Sarah E., & Fan, Wei. (2016). Do consumers recognize the value of fuel economy? Evidence from used car prices and gasoline price fluctuations. Publ. Econ. 135, 61-73.
Sardreh, A. (2016). Measuring the effect of urban form indicators on traffic behaviors and energy consumption of residents, a case study of Tehran. PhD thesis, University of Mazandaran. [in Persian].
Shahinifar, M., & Habibi, M. (2016). Application of ecological footprint method in assessing the stability of regional geography (Case study: Kermanshah city). Environmental Management, 9 (32), 41-62 . [in Persian].
Sikder, S. K., Nagarajan, M., Kar, S., & Koetter, T. (2018). A geospatial approach of downscaling urban energy consumption density in mega-city Dhaka, Bangladesh. Urban climate, 26, 10-30.
Small, Kenneth A., & Van Dender, K. (2007). Fuel efficiency and motor vehicle travel: the declining rebound effect. Energy J. 28, (1), 25-52.
Surkyn, J., & Lesthaege, R. (2004).Value orientations and the second demographic transition in Northern, Western and Southern Europe: anmupdate. Demographic Research, 3 (3), 45–99.
Yang, Y., Liu, J., Lin, Y., & Lin, Q. (2019). The impact of urbanization on China’s residential energy consumption. Structural Change and Economic Dynamics, 49, 170–182
Yin, C., Yuan, M., Lu, Y., Huang, Y., & Liu, Y. (2018). Effects of urban form on the urban heat island effect based on spatial regression model. Science of The Total Environment, 634, 696-704.
Zhang, Y., Bert, G., & Krista S., (2016). Exploring the link between urban form and work related transportation using combined satellite image and census information: Case of the Great lakes region. International Journal of Applied Earth Observation and Geoinformation,number, 47, 139–159.
shakarami, K., Rahnama, M. R., & shokohi, M. (2022). Spatial Analysis of the Effect of City Form on Fuel Consumption in Karaj Metropoli. Geographical Urban Planning Research (GUPR), 10(1), 143-163. doi: 10.22059/jurbangeo.2022.328696.1569
MLA
kiyan shakarami; Mohammad Rahim Rahnama; mohamad shokohi. "Spatial Analysis of the Effect of City Form on Fuel Consumption in Karaj Metropoli", Geographical Urban Planning Research (GUPR), 10, 1, 2022, 143-163. doi: 10.22059/jurbangeo.2022.328696.1569
HARVARD
shakarami, K., Rahnama, M. R., shokohi, M. (2022). 'Spatial Analysis of the Effect of City Form on Fuel Consumption in Karaj Metropoli', Geographical Urban Planning Research (GUPR), 10(1), pp. 143-163. doi: 10.22059/jurbangeo.2022.328696.1569
VANCOUVER
shakarami, K., Rahnama, M. R., shokohi, M. Spatial Analysis of the Effect of City Form on Fuel Consumption in Karaj Metropoli. Geographical Urban Planning Research (GUPR), 2022; 10(1): 143-163. doi: 10.22059/jurbangeo.2022.328696.1569