Frontiers of Architectural Research · 2014 · 23 citations · 34 references
PlanningLand-use PlanningTransportation PlanningLand Use ManagementSpatial AnalysisTransportLand UseLand-use IntegrationStation Area PlanningTransportation Land Use PlanningTransportation-land Use IntegrationUrban Spatial AnalysisBuilding Use PatternsLand Price DeterminantsLand Use ModelingMultiple RegressionRailway StationsSpatial Land-use ModelingSubway SystemsWay Stations
This study uses multiple regression to investigate the effects of land and building use on population, land price, and passengers. Initially, we abstract annual data on land and buildings usage within a radius of 0 m–400 m for railway stations and 400 m–800 m for subway stations in Fukuoka, Japan by using the GIS. We then analyze the relationships between 13 factors of land use and 8 factors of building usage, as well as the related population, land price, and passengers using the quantitative expression method. Using several categories of land use and building usage as explanatory variables, we analyze the degree to which the selected categories affect population, land price, and passengers by using the multiple regression method. This research can aid the further development of land and building usage in the future.
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