This paper describes a method of forecasting demographic and economic change at a spatially disaggregate level that is compatible with the requirements of a conventional transport model. The method was developed and tested in the city of Johannesburg, South Africa, as part of a scenario-planning exercise to assess potential land use and transport interventions. The procedure does not model land use development decisions explicitly but uses a geographic information system–based multi-criteria analysis approach incorporating the factors influencing the development of residential and nonresidential land uses, the constraints of land availability, and the guiding effects of government policy. Allocation occurs in discrete time steps, allowing the dynamic evolution of outcomes to be modeled in a nonequilibrium framework. It operates in connected mode with the transport model, taking accessibility changes as input into subsequent land use allocations. Monte Carlo simulation is used to approximate randomness in the location decision outcome, thus providing some sense of the variability of the outcomes that may occur at a zonal level. The method is illustrated for the city of Johannesburg for a 30-year planning horizon. It is shown to be particularly useful in developing societies where data to establish more elaborate behavioral models are absent or too costly to collect.


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    Title :

    Simulating Land use Development through a Stochastic Allocation Procedure in Johannesburg, South Africa


    Additional title:

    Transportation Research Record


    Contributors:


    Publication date :

    2006-01-01




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English




    Simulating Land Use Development Through a Stochastic Allocation Procedure in Johannesburg, South Africa

    Venter, C. J. / Lamprecht, T. / Badenhorst, W. et al. | British Library Conference Proceedings | 2006


    Simulating Land Use Development Through a Stochastic Allocation Procedure in Johannesburg, South Africa

    Venter, Christoffel / Lamprecht, Theuns / Badenhorst, Willem | Transportation Research Record | 2006