Urban growth and transport infrastructure interaction in Jeddah between 1980 and 2007

This paper aims to use spatial statistical tools to explore the reciprocal spatial–temporal effects of transport infrastructure and urban growth of Jeddah city, a fast developing polycentric city in Saudi Arabia. Global spatial autocorrelation (Moran's I) and local indicators of spatial association (LISA) are first used to analyze the spatial–temporal clustering of urban growth and transport infrastructure from 1980 to 2007. Then, spatial regression analysis is conducted to investigate the mutual spatial–temporal effects of urban growth and transport infrastructure. Results indicate a significant positive global spatial autocorrelation of all defined variables between 1980 and 2007. LISA results also reveal a constant significant spatial association of transport infrastructure expansion and urban growth variables from 1980 to 2007. The results not only indicate a mutual spatial influence of transport infrastructure and urban growth but also reveal that spatial clustering of transport infrastructure seems to be influenced by other factors. This study shows that transport infrastructure is a constant and strong spatial influencing factor of urban growth in the polycentric urban structure that Jeddah has. Overall, this study demonstrates that exploratory spatial data analysis and spatial regression analysis are able to detect the spatial–temporal mutual effects of transport infrastructure and urban growth. Further studies on the reciprocal relationship between urban growth and transport infrastructure using the study approach for the case of monocentric urban structure cities are necessary and encouraged.

[1]  Catherine Baumont,et al.  Spatial Analysis of Employment and Population Density: The Case of the Agglomeration of Dijon 1999 , 2003 .

[2]  R. Andrew Parker,et al.  Patterns of Federal Urban Spending , 1995 .

[3]  M. Küchler,et al.  Urban growth along motorways in Switzerland , 2010 .

[4]  P. Hall,et al.  Urban Future 21: A Global Agenda for Twenty-First Century Cities , 2000 .

[5]  Scott Orford,et al.  Identifying and comparing changes in the spatial concentrations of urban poverty and affluence: a case study of inner London , 2004, Comput. Environ. Urban Syst..

[6]  Li Xiubin,et al.  Spatial patterns of urban land use growth in Beijing , 2002 .

[7]  Yan Liu,et al.  Modeling dynamic urban growth using cellular automata and particle swarm optimization rules , 2011 .

[8]  K. Wiegand,et al.  Revealing the Driving Forces of Mid-Cities Urban Growth Patterns Using Spatial Modeling: a Case Study of Los Ángeles, Chile , 2007 .

[9]  D. Thorns The Transformation of Cities: Urban Theory and Urban Life , 2002 .

[10]  Linda See,et al.  Calibration of a fuzzy cellular automata model of urban dynamics in Saudi Arabia , 2009 .

[11]  John A. Richards,et al.  Remote Sensing Digital Image Analysis , 1986 .

[12]  Hu Peng,et al.  System Dynamics Model of Urban Transportation System and Its Application , 2008 .

[13]  Anil K. Bera,et al.  Simple diagnostic tests for spatial dependence , 1996 .

[14]  Duncan Black,et al.  A Theory of Urban Growth , 1999, Journal of Political Economy.

[15]  John I. Carruthers,et al.  The Impacts of State Growth Management Programmes: A Comparative Analysis , 2002 .

[16]  James R. Anderson,et al.  A land use and land cover classification system for use with remote sensor data , 1976 .

[17]  Yunpeng Wang,et al.  Evaluating the Temporal and Spatial Urban Expansion Patterns of Guangzhou from 1979 to 2003 by Remote Sensing and GIS Methods , 2009, Int. J. Geogr. Inf. Sci..

[18]  Yueliang Ma,et al.  Remote sensing monitoring and driving force analysis of urban expansion in Guangzhou City, China , 2010 .

[19]  Xiangzheng Deng,et al.  Economic Growth and the Expansion of Urban Land in China , 2010 .

[20]  M.H.P. Zuidgeest,et al.  Urban Growth and Transport: Understanding the Spatial Temporal Relationship , 2011 .

[21]  Attila Varga,et al.  Local Geographic Spillovers between University Research and High Technology Innovations , 1997 .

[22]  Luc Anselin,et al.  Small Sample Properties of Tests for Spatial Dependence in Regression Models: Some Further Results , 1995 .

[23]  G. Shao,et al.  On the accuracy of landscape pattern analysis using remote sensing data , 2008, Landscape Ecology.

[24]  S. Al-Hathloul,et al.  Urban growth management-the Saudi experience , 2004 .

[25]  Paul A. Longley,et al.  On the Measurement and Generalisation of Urban Form , 2000 .

[26]  J. R. Jensen Remote Sensing of the Environment: An Earth Resource Perspective , 2000 .

[27]  A. Parant [World population prospects]. , 1990, Futuribles.

[28]  M. Meyer,et al.  Urban transportation planning , 1984 .

[29]  Martin Herold,et al.  The spatiotemporal form of urban growth: measurement, analysis and modeling , 2003 .

[30]  Manoj K. Jha,et al.  Highway Route Optimization Based on Accessibility, Proximity, and Land-Use Changes , 2006 .

[31]  P. Moran Notes on continuous stochastic phenomena. , 1950, Biometrika.

[32]  Danlin Yu,et al.  Spatial Data Analysis of Regional Development in Greater Beijing, China, in a GIS Environment , 2008 .

[33]  Guangjin Tian,et al.  Socio-economic driving forces of arable land conversion: A case study of Wuxian City, China , 2005 .

[34]  M. V. Maarseveen,et al.  Spatial–temporal analysis of urban growth and transportation in Jeddah City, Saudi Arabia , 2013 .

[35]  Darren M. Scott,et al.  Spatial statistics for urban analysis: A review of techniques with examples , 2004 .

[36]  Y. Hayashi,et al.  Application of an integrated system dynamics and cellular automata model for urban growth assessment: A case study of Shanghai, China , 2009 .

[37]  Weiqi Zhou,et al.  Mapping urban landscape heterogeneity: agreement between visual interpretation and digital classification approaches , 2009, Landscape Ecology.

[38]  Rajesh Bahadur Thapa,et al.  Urban growth modeling of Kathmandu metropolitan region, Nepal , 2011, Comput. Environ. Urban Syst..

[39]  Susan L Handy,et al.  Smart Growth and the Transportation-Land Use Connection: What Does the Research Tell Us? , 2005 .

[40]  Luc Anselin,et al.  Lagrange Multiplier Test Diagnostics for Spatial Dependence and Spatial Heterogeneity , 2010 .

[41]  Arthur Getis,et al.  Point pattern analysis , 1985 .

[42]  E. LeDrew,et al.  Remote sensing of aquatic coastal ecosystem processes , 2006 .

[43]  J. Keith Ord,et al.  Spatial Processes Models and Applications , 1981 .

[44]  Michael Batty,et al.  Geocomputation using cellular automata , 2000 .

[45]  Michael Batty,et al.  Cities of the 21st Century: New Technologies and Spatial Systems , 1991 .

[46]  P. Torrens,et al.  Geosimulation: Automata-based modeling of urban phenomena , 2004 .

[47]  Stuart R. Phinn,et al.  Modelling urban development with cellular automata incorporating fuzzy-set approaches , 2003, Comput. Environ. Urban Syst..

[48]  P. Nijkamp,et al.  Mobility and spatial dynamics: an uneasy relationship , 2001 .