Recurrent origin–destination network for exploration of human periodic collective dynamics

X Chen, J Xie, C Xiao, B Lu, J Shan - Transactions in GIS, 2022 - Wiley Online Library
While daily periodic movements of individuals have been widely studied, their collective
dynamics are not understood. To capture periodic collective dynamics, this article represents …

Characterizing the temporally stable structure of community evolution in intra-urban origin-destination networks

XJ Chen, Y Zhao, C Kang, X Xing, Q Dong, Y Liu - Cities, 2024 - Elsevier
Intra-urban origin-destination (OD) network communities evolve throughout the day,
indicating changing groups of closely connected regions. Under such variation, groups of …

Exploring the topological characteristics of urban trip networks based on taxi trajectory data

ZT Li, WP Nie, SM Cai, ZD Zhao, T Zhou - Physica A: Statistical Mechanics …, 2023 - Elsevier
As an essential mode of travel for city residents, taxis play a significant role in meeting travel
demands in an urban city. Understanding the modal characteristics of taxis is vital to …

Revealing latent characteristics of mobility networks with coarse-graining

H Hamedmoghadam, M Ramezani, M Saberi - Scientific reports, 2019 - nature.com
Previous theoretical and data-driven studies on urban mobility uncovered the repeating
patterns in individual and collective human behavior. This paper analyzes the travel demand …

Understanding collective human mobility spatiotemporal patterns on weekdays from taxi origin-destination point data

J Yang, Y Sun, B Shang, L Wang, J Zhu - Sensors, 2019 - mdpi.com
With the availability of large geospatial datasets, the study of collective human mobility
spatiotemporal patterns provides a new way to explore urban spatial environments from the …

Unveiling the rich-club phenomenon in urban mobility networks through the spatiotemporal characteristics of passenger flow

Y Zhang, ST Ng - Physica A: statistical mechanics and its applications, 2021 - Elsevier
With increasing passenger flows and rapid urbanization, the Mass Transit Railway (MTR)
systems in Hong Kong have entered into an era of complex networking operation, which …

Revealing dynamic spatial structures of urban mobility networks and the underlying evolutionary patterns

C Liu, L Chen, Q Yuan, H Wu, W Huang - ISPRS International Journal of …, 2022 - mdpi.com
Urban space exhibits rich and diverse organizational structures, which is difficult to
characterize and interpret. Modelling urban spatial structures in the context of mobility and …

Revealing urban traffic demand by constructing dynamic networks with taxi trajectory data

H Zhang, L Zhang, F Che, J Jia, B Shi - IEEE Access, 2020 - ieeexplore.ieee.org
As a crucial travel mode, taxi plays a significant role in residents' daily travel. Uncovering taxi
traffic demand has become a hotspot in transport studies. Previous researchers pay more …

Revealing spatiotemporal travel demand and community structure characteristics with taxi trip data: A case study of New York City

C Xie, D Yu, X Zheng, Z Wang, Z Jiang - PLoS one, 2021 - journals.plos.org
Urban traffic demand distribution is dynamic in both space and time. A thorough analysis of
individuals' travel patterns can effectively reflect the dynamics of a city. This study aims to …

A multi-view of the daily urban rhythms of human mobility in the Tokyo metropolitan area

K Liu, Y Murayama, T Ichinose - Journal of Transport Geography, 2021 - Elsevier
The purpose of this study was to clarify the spatiotemporal structure of human mobility
patterns in the Tokyo metropolitan area (TMA), and to reveal the regional characteristics and …