Fig. 1: Analytical framework of this study. | npj Sustainable Mobility and Transport

Fig. 1: Analytical framework of this study.

From: Diverse built environment pathways for bridging global ambitions with local initiatives in sustainable transportation transitions

Fig. 1: Analytical framework of this study.The alternative text for this image may have been generated using AI.

This figure illustrates the four steps of our analysis framework. Firstly, a macro-level scenario analysis is conducted using the Global Change Analysis Model (GCAM). Then, a high spatial resolution characterization process of the built environment is carried out through GIS analysis. Subsequently, spatial allocation and temporal prediction of Transportation Service Demand for Four-wheeled Light-duty Vehicles in Passenger Transportation Sector (TSD-LDV4W) are performed. Finally, an analysis of urban typology is carried out.

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