A review of research methods on the coupling relationship between urban rail transit and urban space: revealing spatiotemporal relationships through big data

Z Liu, H Xia, T Zhang - International Journal of Digital Earth, 2024 - Taylor & Francis
Urban rail transit (URT) systems play an evident role in shaping city spatial structures;
however, the principles and mechanisms behind this influence are not fully understood. This …

Ridership prediction of urban rail transit stations based on AFC and POI data

Z Zhu, Y Zhang, S Qiu, Y Zhao, J Ma… - Journal of Transportation …, 2023 - ascelibrary.org
Ridership prediction of urban rail transit stations is of great significance for the operation and
management of rail transit and configuration of facilities around stations. This study used …

[HTML][HTML] Improved Long-Term Forecasting of Passenger Flow at Rail Transit Stations Based on an Artificial Neural Network

Z Du, W Yang, Y Yin, X Ma, J Gong - Applied Sciences, 2024 - mdpi.com
When new rail stations or lines are planned, long-term planning for decades to come is
required. The short-term passenger flow prediction is no longer of practical significance, as it …