6.1k citations · 11.2k across the 37 of their papers we have counts for
40 papers
Understanding vehicular routing behavior with location-based service data
Yanyan Xu, Riccardo Di Clemente, Marta C. Gonzalez
Properly extracting patterns of individual mobility with high resolution data sources such as the one extracted from smartphone applications offers important opportunities. Potenti…
Using machine learning to understand causal relationships between urban form and travel CO2 emissions across continents
Felix Wagner, Florian Nachtigall, Lukas Franken +6
Climate change mitigation in urban mobility requires policies reconfiguring urban form to increase accessibility and facilitate low-carbon modes of transport. However, current poli…
Urban Dynamics Through the Lens of Human Mobility
Yanyan Xu, Luis E. Olmos, David Mateo +3
The urban spatial structure represents the distribution of public and private spaces in cities and how people move within them. While it usually evolves slowly, it can change fast…
Mobile Phone Location Data for Disasters: A Review from Natural Hazards and Epidemics
Takahiro Yabe, Nicholas K W Jones, P Suresh C Rao +2
Rapid urbanization and climate change trends are intertwined with complex interactions of various social, economic, and political factors. The increased trends of disaster risks ha…
Deconstructing laws of accessibility and facility distribution in cities
Yanyan Xu, Luis E. Olmos, Sofiane Abbar +1
The era of the automobile has seriously degraded the quality of urban life through costly travel and visible environmental effects. A new urban planning paradigm must be at the hea…
Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities
Marco De Nadai, Yanyan Xu, Emmanuel Letouzé +2
Nowadays, 23% of the world population lives in multi-million cities. In these metropolises, criminal activity is much higher and violent than in either small cities or rural areas.…