Offshore Island Connection Line: A new perspective of coastal urban development boundary simulation and multi-scenario prediction

Fei He, Jun Yang, Yuqing Zhang, Dongqi Sun, Li Wang, Xiangming Xiao & Jianhong Xia
The urban development boundary (UDB) is a core issue in territorial spatial planning and remains a research focus in urban development. However, in the past, land use simulations of coastal cities have had some limitations. For example, new urban land outside the research boundary could not be effectively simulated, resulting in a large gap between the simulation results and reality. In this study, an artificial neural network (ANN) cellular automata (CA) model based on a...
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