A GIS-Based Integrated Model for Exploring Effects of Land Use Changes on Transport Demand: The Case of Dar es Salaam, Tanzania
- 1 Department of Urban and Regional Planning, School of Spatial Planning and Social Science, Ardhi University, Dar es Salaam, Tanzania
Abstract
Land use patterns essentially determine activity centre locations and opportunities for trip generation and attraction. Land uses signify the magnitude of travel demand and availability of transport patterns influence s the future land uses. A number of literatures on land use and transport interactions show that the effects of land use change on transport appear to be more direct and stronger than the reverse. The main cause, in large part, is the important roles of trip generation and attraction, whose change of spatial distribution basically increase s the number of trips and distances travelled between activity centres. Ignoring the mutual influences for the change between land use and transportation in long-term forecasting and planning can lead to decisions with unintended and undesirable consequences. This is more critical in developing countries cities where long-term travel demand forecasting and transportation infrastructure planning is seldom done as well as changes in land use are considerably high compared with the supply of transport infrastructure. This paper therefore reports upon a GIS-based integrated land use and transport model developed to determine effects of land use changes on travel demand. The model is developed based on vector map layers of the planned land uses, and changes obtained by overlaying the subsequent layers in ten-year intervals obtained from satellite images. The model is capable of performing a spatial-temporal analysis of land uses and illustrating effects on travel demand. The modelling system also supports analysis of policy measures that alternatively reduce the number of vehicle trips generated in the planned area.
- Aronoff, S. (2002). Geographical Information System and Remote Sensing Applications. Enschede: International Institute for Aerospace Survey and Earth Science (ITC).
- Iacono, M., Levinson, D., & El-Geneidy, A. (2008). Models of Transportation and Land Use Change: A Guide to a Territory. Journal of Planning Literature, 22, 323-340. https://doi.org/10.1177/0885412207314010
- Kenneth, E., & Lynch, M. (1995). Remote Sensing and Geographic Information Systems, an Integrated Technology: Context, Concepts and Definitions. Austin, TX: The University of Texas Press.
- Kwan, M. (2000). Interactive Geo-Visualization of Activity Travel Patterns Using Three Dimensional GIS: A Methodological Exploration with a Large Data Set. Columbus, OH: The Ohio State University, USA.
- Kwan, M., & Lee, J. (2003). Geo-Visualization of Human Activity Patterns Using 3D GIS: A Time-Geographic Approach. Oxford: Oxford University Press.
- Langran, G. (1992). Time in Geographic Information Systems (pp. 334-347). London: Taylor & Francis.
- Michael, G. (2006). Coordinated Transportation and Land Use Planning in the Developing World, The Case of Mexico City.
- Miller, J., & Wu, Y. (2010). GIS Software for Measuring Space-Time Accessibility in Accessibility in Transportation Planning and Analysis: Digitally Integrated Geographical Information Technology (DIGIT) Laboratories. Salt Lake City, UT: University of Utah.
- Murai, S. (1998). Geographical Information System Fundamentals. Tokyo: National Press for Association of Surveyors.
- Shaw, P. (2006). Development of an Integrated GIS-Based Land Use and Transport Model for Studying Land Use Relocation, Shanghai, China.
- Shaw, P., & Xin, X. (2003). Integrated Land Use and Transportation Integration: A Temporal GIS Exploratory Data Analysis Approach. Journal of Transport Geography, 11, 103-115. https://doi.org/10.1016/S0966-6923(02)00070-4
- Sun, X., Wilmot, G., & Kasturi, T. (2000). Household Travel, Household Characteristics, and Land Use, an Empirical Study from the 1994 Portland Activity Based Travel Survey. Baton Rouge, LA: Louisiana State University.
- Waddell, P., Outwater, M., Bhat, C., & Blain, L. (2003). Design of an Integrated Land Use and Activity-Based Travel Model System for a Puget Sound Region. Transportation Research Records, 1805, 108-118. https://doi.org/10.3141/1805-13