Human mobility data and analysis for urban resilience: A systematic review

M Haraguchi, A Nishino, A Kodaka… - … and Planning B …, 2022 - journals.sagepub.com
The impacts of disasters are increasing due to climate change and unplanned urbanization.
Big and open data offer considerable potential for analyzing and predicting human mobility …

Review of transit data sources: potentials, challenges and complementarity

L Ge, M Sarhani, S Voß, L Xie - Sustainability, 2021 - mdpi.com
Public transport has become one of the major transport options, especially when it comes to
reducing motorized individual transport and achieving sustainability while reducing …

The impacts of the modifiable areal unit problem (MAUP) on social equity analysis of public transit reliability

R Javanmard, J Lee, J Kim, L Liu, E Diab - Journal of Transport Geography, 2023 - Elsevier
This study aims to examine the degree to which the results of social equity analysis on
public transit reliability are sensitive to the choice of spatial unit of analysis (ie, modifiable …

Smart cities and big data analytics: a data-driven decision-making use case

AM Shahat Osman, A Elragal - Smart Cities, 2021 - mdpi.com
Interest in smart cities (SCs) and big data analytics (BDA) has increased in recent years,
revealing the bond between the two fields. An SC is characterized as a complex system of …

[HTML][HTML] The Application of Machine Learning and Deep Learning in Intelligent Transportation: A Scientometric Analysis and Qualitative Review of Research Trends

J Zhang, J Wang, H Zang, N Ma, M Skitmore, Z Qu… - Sustainability, 2024 - mdpi.com
Machine learning (ML) and deep learning (DL) have become very popular in the research
community for addressing complex issues in intelligent transportation. This has resulted in …

Analysis of demand–supply gaps in public transit systems based on census and GTFS data: a case study of Calgary, Canada

K Kaeoruean, S Phithakkitnukoon, MG Demissie… - Public Transport, 2020 - Springer
Bridging the gap between demand and supply in transit service is crucial for public
transportation management, as planning actions can be implemented to generate supply in …

Predicting spatiotemporal demand of dockless e-scooter sharing services with a masked fully convolutional network

S Phithakkitnukooon, K Patanukhom… - … International Journal of …, 2021 - mdpi.com
Dockless electric scooters (e-scooter) have emerged as a green alternative to automobiles
and a solution to the first-and last-mile problems. Demand anticipation, or being able to …

Mobility networks in greater Mexico City

M Flores-Garrido, G de Anda-Jáuregui, P Guzmán… - Scientific data, 2024 - nature.com
Based on more than 11 billion geolocated cell phone records from 33 million different
devices, daily mobility networks were constructed over a 15-month period for Greater Mexico …

Revolutionizing TOD Planning in a Developing Country: An Objective‐Weighted Framework for Measuring Nodal TOD Index

MA Uddin, T Tamanna, S Adiba… - Journal of Advanced …, 2023 - Wiley Online Library
Transit‐oriented development (TOD) is a planning strategy that combines land use and
transportation planning to promote economic, environmental, and social sustainability. While …

Spatial inequalities in preventive breast cancer care: A comparison of different accessibility approaches for prevention facilities in Bavaria, Germany

S Rauch, S Stangl, T Haas, J Rauh… - Journal of Transport & …, 2023 - Elsevier
Background Accessibility analysis is a essential method for depict spatial inequalities.
Healthcare services should be accessible to everyone in a timely manner and available in …