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LandSys II: Agent-Based Land Use–Forecast Model with Artificial Neural Networks and Multiagent Model
Publisher: American Society of Civil Engineers
Abstract: This paper extends the previous LandSys I to introduce artificial neural networks (ANNs) into the framework of cellular automata (CA), multiagents, and geographic information system (GIS) to forecast land-use change at the ...
Impacts of Land Use on Urban Road Network Vulnerability
Publisher: ASCE
Abstract: Growth in travel demand exacerbates the road network vulnerability. This study aims to explore how the source of travel demand, that is, the land-use spatial layout, impacts road network vulnerability. Based on the interaction ...
Hierarchical Linear Model for Investigating Effect of Built Environment on Bus Transit
Publisher: ASCE
Abstract: Because proper urban planning and design can improve transit sharing, the impact of the built environment on transit use has attracted the attention of many researchers. Factors with different geographical scales such as ...