sustainability Article A Grid-Based Spatial Analysis for Detecting Supply–Demand Gaps of Public Transports: A Case Study of the Bangkok Metropolitan Region Apantri Peungnumsai 1,*, Hiroyuki Miyazaki 2 , Apichon Witayangkurn 2 and Sohee Minsun Kim 3 1 School of Engineering and Technology, Department of Information and Communication Technologies, Asian Institute of Technology, Pathumthani 12120, Thailand 2 Center for Spatial Information Science, The University of Tokyo, Chiba 277-8568, Japan;
[email protected] (H.M.);
[email protected] (A.W.) 3 School of Environment, Resources and Development, Department of Development and Sustainability, Asian Institute of Technology, Pathumthani 12120, Thailand;
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[email protected]; Tel.: +66-83-595-4941 Received: 14 September 2020; Accepted: 8 December 2020; Published: 11 December 2020 Abstract: Public transport service has been promoted to reduce the problems of traffic congestion and environmental impacts due to car dependency. Several public transportation modes are available in Bangkok Metropolitan Region (BMR) such as buses, heavy rails, vans, boats, taxis, and trains while in some areas have fewer modes of public transport available. The disparity of public transport service negatively impacts social equity. This study aims to identify the gaps between public transport supply and demand and to demonstrate introduced indicators to assess the public transport performance incorporating transport capacity and equilibrium access aspects. Supply index was used to evaluate the level of service, and the demand index was applied to estimate travel needs. Furthermore, the Lorenz curves and the Gini coefficients were used to measure the equity of public transport. The results highlight that more than half of the BMR population is living in low-supply high-demand areas for public transportation.